The Rise of Metaverse

Metaverse is a term first coined by Neal Stephenson in his science fiction novel Snow Crash. It is a virtual reality platform that allows users to interact with each other and their environment. In recent years, the term has been adopted by tech and gaming companies to describe a similar concept; a virtual world that people can visit and inhabit. Simply put, the Metaverse is a shared virtual space where people can interact with each other and digital content. At the same time, business leaders need to understand the critical components that will make up this new online ecosystem. 

The three critical facets of Metaverse:

Identity

Identity is who you are in the Metaverse. This includes your avatar, virtual representation of yourself, and your unique username and profile. Your identity in the Metaverse allows you to interact with other users and experience the digital content that makes up the Metaverse. 

Presence

Presence is what you do in the Metaverse. Your presence is your avatar's actions and interactions within the virtual space. This can include walking, talking, gesturing, and much more. In addition, presence is how you engage with other users and experiences in the Metaverse. 

Persistence:

Persistence is what persists after you leave the Metaverse. This can include your identity (avatar, username, profile), relationships with other users, and digital artifacts you've created or interacted with during your time in the Metaverse. Essentially, anything you do in the Metaverse that leaves a lasting impression is considered persistence. 

With the pandemic continuing to rage on and social distancing measures still in place in many parts of the world, businesses have had to get creative to stay connected with their customers and employees. Metaverse is often described as a mix between the physical and virtual worlds, and it's becoming increasingly popular for businesses to connect with their audiences. Critical elements which build on the three facets of identity, presence, and persistence are:

1. A 3D Environment

One of the most critical components of the Metaverse is a three-dimensional (3D) environment. This environment needs to be realistic and immersive to give users the feeling that they genuinely interact with each other and digital content. Virtual reality (VR) headsets can be used to create an immersive experience, but even without VR, a well-designed 3D environment can provide an engaging experience for users.

2. Digital Content

Another crucial component of the Metaverse is digital content. This content can take many forms, but it needs to be high-quality and engaging to keep users coming back. Famous examples of digital content include games, videos, and interactive experiences. 

3. Social Interaction

The final crucial component of the Metaverse is social interaction. For the Metaverse to be successful, it needs to be a space where people feel comfortable interacting with each other. This interaction can take many forms, including text, audio, video, and even sharing user-generated content. 

Believe or Perish

There are many non-believers still in Metaverse. However, rapid innovation and acceleration of technology would enable the reality of Metaverse to come to life sooner than expected. Therefore, business leaders must prepare for the Metaverse application far sooner than expected.

An Important Conversation About Networking, Staying Ahead of the curve in 2022 and beyond

Last week, I arranged for a small meet-up with my industry connections over breakfast. It was an exciting process that led to the breakfast meet-up, where I had first to muscle up and prepare a list of individuals whom I would like to call for the meet-up and would share more details in the blog, but what took me by surprise that initially, 20+ individuals said yes however on the day only 7 of us showed up. While some can say it was disappointing from a turnout perspective, from my point of view, it was a pretty good turnout. I did, though, get my friend Ronny Sequeira (Top 10 photographer in India) to come and share his learnings in creativity and what we can apply in business skills. What didn't please me, though, is that many folks backed out because they didn't seem to network being important or had other conflicts.

It got me thinking, why don't people network? Is Networking essential or relevant in 2022? The answer is very much a big "Yes." With so many changes and advancements in technology, the way we do business is changing too. And with so many new and innovative ways to connect with people and companies, Networking will be more important than ever to stay ahead of the curve. During that day, I learned so much from the individuals who had shown up during the event. More importantly, it became an extensive learning exercise rather than just an excellent breakfast and coffee.

If you haven't read the book - "Never Eat Alone," I would highly recommend you do so as it teaches you so much about networking and mastering the art of it. Thanks to my Podcast guest - Deepshika Kumar, who not only introduced me to the author Keith Ferrazzi but also gifted me the book.

The last two and a half years have taught me that just resting on my past laurels doesn't help me in my current and future path. I need to constantly learn not from the knowledge in the digital world but also others, as each of us has our share of learnings and perspectives, which collectively can be massive to help us prepare for the future.

“But why Networking in Business is the biggest question?”

Staying ahead of the curve in business

Today's DUCA (Disruptive, Unpredictable, Complex, and Ambiguous) environment is not helping us, as there are no past data or scenarios which are helping us to analyze the current and also help prepare for the future. Suppose you are a business person and or part of the organization. In that case, it is imperative that we are ahead of the business to plan, execute and reap the benefits of our endeavors. However, staying two steps behind or in line with the business doesn't help the company, employees, consumers, partners, and other stakeholders. One must have enough empirical data and qualitative inputs to stay ahead of the business. Staying ahead of the business helps build confidence in your day-to-day activities and strategic priorities, thereby allowing you to be more successful as a leader and executive of the company.

Networking abilities empower you to stay ahead of the curve.

Networking with like-minded individuals from your industry or even different industries would allow you to gather a ton of qualitative data points which would enable you to excel and ensure that it helps you stay ahead of the curve. With technology and other elements like AI changing so rapidly, keeping up with all sources we have is just unimaginable. More so, prioritizing what would impact and what wouldn't further be a dilemma for each of us.

Networking is essential for staying ahead of the curve because it allows you to learn about new technology and advancements as they happen. By being in contact with other professionals and businesses, you'll be able to get a head start on adopting new technology and using it in your own business. Networking is also essential for building relationships and connections that can help you in the future. When you need help or advice, you'll have a network of people to turn to.

Some tips on what I have learned from Networking:

Networking is one of the most important things you can do to stay ahead of the curve in 2022. Here are a few tips on how to network effectively:

1. Make an excellent first impression. When you meet someone new, make sure you come across as friendly and approachable. Smile and make conversation, and try to find common ground.

2. Don't be afraid to reach out. If you see someone you want to connect with, don't hesitate to reach out to them. Introduce yourself and offer to help them with whatever they might need.

3. Follow up. When you meet someone new, follow up with them afterward. Stay in touch and keep building that relationship.

4. Don't restrict or confine yourself to individuals from your industry alone; allow yourself to connect and engage with individuals who aren't part of the same industry.

5. Focus on learning and building connections rather than trying to sell or a monetary gain.

6. Know whom not to network with, as others aren't operating with the same intention as you are

7. Declare your intention to ensure that others feel comfortable speaking to you rather than keeping their guards up in front of you

So make sure you're well prepared for 2022 and beyond by getting out there and networking as much as possible!

Biohacking: Why Is understanding the importance of sleep so popular right now?

Sleep is one of the essential aspects of our lives, yet many people don't get enough of it. We all know that sleep is essential, but what exactly happens when we don't get enough shut-eye? Lack of sleep can lead to decreased productivity, impaired judgment, and even accidents. Not to mention the fact that it can also lead to weight gain, depression, and other health problems. So why is sleep so important? And how can we make sure we're getting the most out of our slumber?

There are many reasons why sleep is so important. Sleep helps to enhance mental focus and allows our brains to consolidate information. It also gives our bodies a chance to repair and heal. Sleep is essential for good physical health and has been linked to reducing the risk of chronic diseases such as heart disease, stroke, and diabetes. Sleep is also vital for mental health and has been linked with reducing the risk of depression and anxiety.

Not getting enough sleep can have serious consequences. Sleep deprivation can lead to:

- Decreased productivity

- Impaired judgment

- Difficulty learning and retaining information

- Increased risk of accidents and errors

- Moodiness and irritability

- Weight gain

- Depression and other health problems.

Sleep is essential for good physical health.

When we don't get enough sleep, our body doesn't have time to heal and restore itself. This can lead to several physical health problems, including weight gain, high blood pressure, and a weakened immune system. Getting enough sleep is essential for maintaining our overall health and well-being.

Sleep is incredibly important for our mental health.

During sleep, our brains process and store information, consolidate memories, and repair damage from the day. Not getting enough sleep can lead to irritability, mood swings, and problems with concentration and decision-making. Sleep deprivation can also lead to anxiety and depression.

Creating a good sleep environment is essential to getting the most out of our sleep. We should make sure our bedrooms are dark, quiet, and calm. We should avoid screens before bedtime and establish a regular sleep schedule. If we have trouble sleeping, we can try relaxation techniques or consult a doctor.

Getting a good night's sleep is essential for physical and mental health. It helps us stay focused and productive during the day and keeps us healthy and happy overall. So make sure you're getting enough shut-eye!

Sleep allows our brains to consolidate information.

When awake, our brains constantly work, processing new information and trying to make sense of it all. Sleep provides a time for our brains to rest and organize the information we’ve learned during the day. This is why it’s so important to get a good night’s sleep – if we don’t allow our brains time to rest and consolidate information, we will be more forgetful and less productive.

Sleep also enhances our mental focus and concentration. When well-rested, we’re better able to pay attention and focus on tasks. This is because sleep allows our brains to refresh and recharge. Without enough sleep, our brains are less able to filter out distractions, making focusing more challenging.

Sleep types and why they are important

There are two main types of sleep: REM and NREM. REM sleep is the type of sleep associated with dreaming and occurs in cycles throughout the night. NREM sleep is the deep, restful type of sleep necessary for physical and mental rejuvenation. Most people spend about 75% of their total sleep time in NREM sleep.

The importance of REM sleep is still not fully understood, but it is known that this type of sleep is vital for learning and memory. On the other hand, NREM sleep is crucial for physical health and restoration. During NREM sleep, the body heals and repairs itself from the day's wear and tear.

Sleep cycles usually last about 90 minutes and alternate between REM and NREM sleep throughout the night. Most people experience four or five Sleep cycles per night.

Sleep is essential because it gives our bodies a chance to repair and heal.

We all know that getting a good night's sleep is essential, but what exactly happens when we don't get enough shut-eye? Lack of sleep can lead to decreased productivity, impaired judgment, and even accidents. Not to mention the fact that it can also lead to weight gain, depression, and other health problems. So why is sleep so important? And how can we make sure we're getting the most out of our slumber?

During the night, our bodies go through a series of stages of sleep, each of which has its benefits. For example, deep sleep helps improve memory, while REM sleep helps promote creativity. Sleep deprivation can interfere with these processes, leading to decreased productivity and cognitive function.

Why are strategies failing in 2022? They are missing out on effective execution.

It's no secret that the world is changing faster than ever before. Every day, we see new technologies, products, and services enter the market, which can be challenging. As a result, companies are struggling to adapt strategies for 2022, and as a result, they are finding themselves vulnerable to competition.

One of the main reasons why strategies are failing in 2022 is because they are missing out on effective execution. While a well-devised strategy is essential, the implementation will determine a company's success or failure.

Too often, executives focus on developing long-term strategic plans without thinking about how they will execute those plans. As a result, their strategies lack the agility and flexibility needed to succeed in a rapidly changing world.

To succeed in 2022, companies must focus on execution and ensure their strategies are agile and adaptable. Only then will they be able to survive and thrive in the ever-changing business landscape.

Adapting to change

To be successful in business, essential to be able to adapt to change. However, many companies struggle to do this, as they cannot adjust their strategies when necessary. This can leave them vulnerable in a rapidly changing world.

One of the biggest problems is that companies often focus too much on their long-term strategic plans. While it is essential to have a well-thought-out strategy, it is equally important to be able to execute it effectively. If a company cannot do this, its strategy will ultimately fail.

To succeed, businesses need to focus on their strategy and execution. Without both, they will not be able to survive in the ever-changing business world. The last two years of the pandemic and current 2022 clearly show what we know in the past doesn't determine our current and future trends. "Change is the only thing constant in our lives" is more accurate than ever for all business leaders.

I have re-initiated traveling since October 2021. What is unique in business travel compared to my previous travel schedules pre-pandemic is that I cannot pre-plan the cities and in-person meetings anymore. Clients or companies are changing the rules of engagement because Covid-19 is still not over. Till today the cases are rising, and individuals are getting impacted. If you have OCD on travel and planning, then sorry, my friend, you will not be able to have a peaceful journey.

Why strategies are failing in 2022 because they're missing out on effective execution

Strategies are failing in 2022 because they're missing out on effective execution. Execution is key to any successful strategy; without it, a company can easily fall behind its competitors. Poor execution can be attributed to several factors, such as lack of planning, inadequate resources, or poor communication.

Too often, executives focus on developing long-term strategic plans without thinking about how they will execute those plans. While a well-devised strategy is essential, the execution will determine a company's success or failure. To ensure that their strategies are implemented effectively, companies must focus on three key areas: planning, resources, and communication.

Planning: A crucial part of effective execution is planning. Companies need to ensure that they have a clear plan for how they will execute their strategy. This includes setting milestones and timelines and identifying who is responsible for each task.

Resources: Execution also requires adequate aid. Companies must ensure they have the workforce, financial resources, and technology to execute their plans.

Communication: Finally, effective communication is essential for successful execution. Companies need to ensure that all stakeholders are kept up-to-date on the strategy's progress and that there is a clear understanding of the roles and responsibilities of each individual.

Execution is the key to any successful strategy. Without it, companies will struggle to compete in today's increasingly competitive business landscape.

Tips for adapting your strategy for successful execution

Execution is essential for any successful strategy. However, a few tips can help you adjust your strategy for successful implementation.

1. Make sure your strategy is achievable. Don't set your team up for failure by proposing unrealistic goals.

2. Communicate your strategy to all members of your team. This will ensure everyone is on the same page and working towards the same goal.

3. Be flexible. Execution often requires making changes to your original plan. Be open to new ideas and willing to adapt your strategy as needed.

4. Measure progress. Regularly check in with your team to see how they are progressing. This will help you identify any areas that need improvement.

5. Be ready to kill. Organizations and executives can get too tied with their plans so much that they do not realize the reality of the strategy is failing or irrelevant

6. Celebrate successes. Execution can be complex, so celebrate your team's successes along the way. This will keep them motivated and focused on the task at hand.

If your business succeeds, you need to focus on execution. By following these tips, you can adapt your strategy for successful execution. Execution is the key to success, so don't let your strategy fail due to poor execution.

Future of content and what's in it for us.

As content creators, we always look for new and innovative ways to engage our audience. With the advent of new technologies, we now have more platforms and tools than ever to create dynamic and interactive content. From Augmented Reality to Virtual Reality, we have endless possibilities for experimenting and finding new ways to connect with our readers. As we move into the future, it is exciting to think about how content will continue evolving and changing. Who knows what new platforms and technologies will be available for us?

Do the brands still need content?

There is no doubt that content is still the king in online marketing. Despite the rise of new technologies and platforms, content is still the most crucial element of any digital marketing strategy. Why is this?

Firstly, content is a great way to connect with your audience. It allows you to communicate your message clearly and concisely, and it also allows you to build a relationship with your audience. People are more likely to engage with brands they feel connected with, and content is the perfect way to create that connection.

Secondly, content is also great for driving traffic to your website or blog. If you create exciting and informative content, people are more likely to share it, which will help to increase your reach and visibility.

Thirdly, content is a great way to build trust with your audience. If you provide valuable information that helps people solve their problems, they will trust you and your brand more. Trust is essential in any relationship, and it's no different with brands and their customers.

Fourthly, content is a great way to differentiate your brand from competitors. In a world with so many choices, ensuring that your brand stands out from the crowd is essential. Content can help you highlight what makes your brand unique and special.

Finally, content is a great way to stay in mind with your audience. If you regularly create new and exciting content, people are more likely to think of you when they need your product or service.

So, as you can see, content is still an essential part of any digital marketing strategy. However, it's important to note that how we create and consume content is changing. With new technologies and platforms emerging all the time, we now have more opportunities to create more dynamic and interactive content that engages the reader in a whole new way.

What technologies are available to content creators?

There are many new technologies available for content creators to experiment with. These technologies include Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality. VR allows the user to create an immersive virtual environment that can be explored and interacted with. AR will enable users to overlay digital content in the real world, and Mixed Reality combines the two to create a hybrid environment.

These new technologies are changing the way we consume content. We are no longer limited to just reading or watching something; we can now experience it ourselves. This is especially true for VR, which lets us completely immerse ourselves in another world.

As content creators, we now have the opportunity to create more exciting and engaging content than ever before. In addition, we can use these new technologies to create interactive experiences that will keep our audience coming back for more.

Other technologies include:

a) Auto content creation - Blogs and Videos

b) Creating images on your own

c) Creating your audio from text

If you would like to know more about these tools, please drop a comment on the blog, and I would be happy to add to this blog.

What is the future of content?

We expect to see more creators using these new technologies to create innovative and exciting content in the next few years. We will also see more platforms specifically designed for VR and AR content. As these technologies become more mainstream, we will see a broader range of content being created for them.

So what does that mean for us?

As content creators, we must be aware of these new technologies and how to use them. We need to stay ahead of the curve and be ready to experiment with these new platforms. Only by doing so will we be able to create the best content for our audience.

How will Metaverse revolutionize the content industry?

Metaverse is a VR platform that allows users to create and share their virtual worlds. Metaverse could potentially revolutionize the content industry by enabling users to create more immersive and interactive content. For example, with Metaverse, you could create a virtual world that allows users to explore and interact with your content in a completely new way. The new phase would give content creators a new way to engage their audience and create more dynamic and interactive content.

The future of content is promising, giving rise to new forms of content and providing each of us the flexibility to showcase our capabilities.

The Brain: The Most Powerful Machine on Earth

The brain is the most powerful machine on Earth. It makes us human and gives us the edge over all other creatures. Our brains can process information faster than any computer, and they continue to baffle scientists with their complex workings. But why do some people seem to be brighter than others? Why do some people have a better memory? And why is it so important to exercise our brain muscles? In this blog post, we will explore the power of the human brain and find out why training our brains is so crucial for success in today's world.

Brain muscles are just like any other muscles in our body. If we don't use them, they will start to deteriorate. This is why it's so important to challenge our brains regularly. Like we need to walk or run to keep our legs strong, we need to do brain exercises to keep our minds sharp. Brain training can help improve our memory, concentration, and problem-solving skills. It can also help reduce stress and anxiety levels.

Despite the brain's immense power, scientists are still trying to figure out how it works and how we can use this power to our advantage. The brain is responsible for everything we do, from thinking and processing information to movement and emotions. So what can you do to make sure your brain is working at its best?

The human brain is a unique and powerful machine. It can process information faster than any computer, controlling our bodies and emotions. However, many people don't realize how much potential they have and how much the brain can do for them. To unlock this potential, you need to exercise your brain muscles just like you would any other muscle in your body.

How to Train Your Brain Muscles for Success

The human brain is the most powerful machine on earth. But, unfortunately, it's also the most complex. With over 100 billion neurons, it's no wonder scientists are still trying to figure out how it all works. But what we do know is that the brain is capable of change. It can grow new neurons and create new connections between them. This means that we can change our brain structure and function by doing certain activities.

So what kind of activities should we be doing to keep our brains healthy and help them perform at their best? Brain-training exercises, of course! Here are some easy (and fun) ones you can do at home:

1. Learn a new language.

This is a great way to keep your brain active, but it can also come in handy on your next vacation. Learning a new language requires you to remember new vocabulary and grammar rules. This helps to keep your memory sharp and your mind flexible.

2. Play some Brain Games.

There are tons of online and app-based games designed to help improve your memory, attention span, and problem-solving skills. And the best part is, they're fun to play! So take a break from Candy Crush and give your brain a workout with some of these games instead.

3. Get moving.

You don't have to join a gym or start training for a marathon to get the benefits of exercise. Just 30 minutes of moderate exercise a day can help improve your memory and cognitive function. So go for a walk, take a yoga class, or go for a swim. Just get moving!

4. Make some time for socializing.

Spending time with friends and family can help reduce stress and improve your mood. But did you know that it can also help keep your brain sharp? Socializing requires you to use some of the same skills as Brain Games, like memory and problem-solving. So next time you're feeling lonely, give your brain a boost and give someone a call.

5. Eating healthy.

Eating a healthy diet is essential for your overall health, but it's also crucial for keeping your brain healthy. Brain-boosting foods include omega-3 fatty acids, blueberries, and dark leafy greens. So make sure to include these in your diet to nourish your brain.

Doing these simple activities can help improve your brain function and keep your mind sharp well into old age. So what are you waiting for? Get out there and start exercising your brain!

The benefits of a healthy and robust brain are vast.

First, a healthy brain is essential for optimal success in life. Second, a solid and healthy brain can help prevent age-related diseases such as Alzheimer's and dementia. Third, exercising the brain muscles can improve cognitive function and help prevent cognitive decline. Finally, a healthy and robust brain can improve your mood and overall well-being.

Tips for keeping your brain in top shape

The brain is perhaps the most powerful machine on Earth. It's responsible for our thoughts, memories, and emotions. But as with any apparatus, it needs to be kept in reasonable condition if we want it to function at its best. So here are some tips for keeping your brain in top shape:

1. Exercise your brain muscles.

Just like our physical muscles, the brain benefits from exercise. In addition, brain-training activities such as puzzles, crosswords, and Sudoku help keep the mind sharp and reduce the risk of memory decline in later life.

2. Get enough sleep.

Sleep is essential for good mental health. It gives the brain time to rest and repair itself. Aim for around eight hours of sleep a night.

3. Eat a healthy diet.

Eating a healthy diet helps protect the brain against damage from free radicals. Brain-friendly foods include leafy green vegetables, oily fish, nuts, and berries.

4. Challenge yourself.

Keeping your mind active and engaged is vital for brain health. Learning new skills, taking on new challenges, and socializing with friends and family help keep the brain busy.

5. Stress less.

Chronic stress can damage the brain, so it's crucial to find ways to relax and de-stress. Exercise, meditation, and spending time in nature are great ways to reduce stress levels.

By following these tips, you can help to keep your brain healthy and functioning at its best.

Why English is a Critical Dimension for an Individual to Succeed in the Modern World?

Language is the key to diversity and has always been a vital means of human communication. The language an individual speaks reflects their cultural heritage and opens new opportunities for business, travel, study, and socializing. As a result, English has become the primary language today. It is not only the first language of many countries but also the unofficial global language of communication.

But succeeding in the modern world by being proficient in English is it the real need?

I was fortunate enough to be invited by Reliance Foundation to evaluate extraordinary students across India to be selected for a particular scholarship and induction into a program that gives them global recognition, mentoring, and exposure to the modern technology world. Through the process, I came across many engaging students with backgrounds, and academic excellence, which made me proud and a little bit overwhelmed as all of the students had excellent academic achievements.

Especially one discussion got me in a state of pride, sad, amazed, and a new perspective on life and how to really "Walk the talk." It was a conversation with a gifted child (her name was concealed for privacy reasons). She took the video call from her northern Indian home, made of bricks and a hay roof with little electricity for privacy reasons. The Microsoft Teams call was taken on her smartphone, and most of us would be shy of our backgrounds and use either blurring feature or a digital set, but she didn't care or bother about it. We could see her family in the background moving around and undertaking their daily chores, which was not a distraction as the conversation was so far enriching.

Each candidate had to submit "A statement of purpose" and a letter "on why they should be selected." Before speaking to her, I read both letters and understood that English was not good as there were multiple spelling, punctuation, and grammatical mistakes. So I had formed a perception that her English speaking skills would also be not that great, which was confirmed when we started speaking to her. We switched to speaking in Hindi and sporadically used English in our conversation. I don't remember every bit of the conversation, but the articulation of her thoughts, passion, and a clear focus on her future goals was so impressive that she left a mark on my and my co-chair's mind.

However, what left me thinking and pondering was her critical question to us: "What is our advice to anyone whose English speaking skills aren't that great?". I asked her why this question us, and she mentioned that individuals got more preference for who spoke well in English at her college and her tuition. Also, she and others like her couldn't articulate their thoughts well due to a lack of proficiency in English. So my response to her was, "It is not English, but your thought process, passion, and intellectual abilities would supersede your language abilities."

After the process, I pondered what I said and thought about my scenario. In my initial career (whether in college or at work), I was not that proficient in the language, which made me lack confidence and was introverted.

Language has always been a barrier in my life, which I have slowly started breaking by taking risks and challenging myself with new opportunities that require me to use English. A language is just a tool for communication; it is not the sole determining factor of success. Despite being brilliant and having great ideas, many people couldn't express themselves due to language barriers.

It is essential to have command over the English language in today's world, but that doesn't mean that individuals who don't have a good grasp of the language should give up on their dreams. A language is just a tool for communication, and there are many other ways to express oneself. With hard work, passion, and dedication, anyone can overcome the barriers posed by the English language and succeed in their field. Language should never be a reason for someone to give up on their dreams.

Another interesting example of how a strong command over language can win you thousands or even millions of Dollars is the new Netflix show "Bullshit." I will not be a spoilsport of revealing the plot here, but you would get my point on how language proficiency, especially English, can instill confidence and win you over others.

Inherently in the corporate world, we disregard or do not select individuals who cannot communicate well. Should the process be focused on skills, thought processes, aptitude, and attitude and focus on individuals' abilities rather than English? The change in strategy would enhance diversity, create a culture of inclusion and bring in perspectives that drive an organization to a different level.

Do you think English is a critical dimension for an individual to succeed in the modern world? Let us know your thoughts in the comments below!

Why customer data platforms are still important for businesses?

It's no secret that customers today expect more personalized experiences when they interact with businesses. To keep up with the competition, many companies are turning to customer data platforms (CDPs) to collect and manage customer data more effectively.

CDPs have been in the market for a few years now, but there has been a recent discussion on whether or not they are dying out. There are various opinions on this matter, but most believe that CDPs still have a lot to offer businesses regarding customer engagement and understanding customer behavior.

One of the main benefits of CDPs is that they can help you keep track of customer data even if cookies are deleted or blocked. With the death of cookies looming, this is becoming increasingly important. CDPs can also help you better understand your customers to provide them with the best possible experience.

The benefits of deploying CDP in your customer strategy

There are many benefits to using a CDP for businesses. The most important benefit is that CDPs help companies better understand their customers. By collecting and consolidating customer data, businesses can better understand who their customers are, what they like, what they don't like, and how they behave. This information can then create more targeted marketing campaigns and improve customer experiences.

Another benefit of CDPs is that they help businesses improve customer engagement. CDPs make it easier to identify and target customers who are most likely interested in a particular product or service. They also make it easier to personalize communications with customers, leading to higher conversion rates and longer customer relationships.

With the recent death of cookies, CDPs have become even more critical for businesses. Previously, cookies were used to track customer behavior online and target them with relevant ads. However, they are no longer effective due to new privacy regulations (such as GDPR) and browser changes (such as Safari's Intelligent Tracking Prevention). This has made it more difficult for businesses to track customers and deliver targeted advertising across the web. CDPs provide a way to overcome these challenges by monitoring customer behavior offline (through purchase histories, loyalty programs, etc.) and online (through website interactions, social media activity, etc.). This gives businesses a complete view of the customer journey, which can be used to deliver more personalized experiences.

Overall, CDPs still have a lot to offer businesses. They are a valuable tool for understanding customers, improving customer engagement, and overcoming the challenges posed by the death of cookies. If you're not using a CDP in your customer strategy, you should consider doing so.

The right way to implement CDPs within your organization

Now that we know that customer data platforms are still important, let's talk about implementing them into your business process. When it comes to CDPs, there is no one-size-fits-all solution; each business will have its own unique needs that must be taken into account. Here are some tips on how to get started:

1. Define your business goals and objectives.

The first step in any CDP implementation is understanding your business goals and objectives. What do you hope to achieve with a CDP? What are your priorities? What are you trying to solve? Once you understand your goals, you can start looking for the right CDP that will fit those needs. 

2. Assess your data.

The next step is to take a closer look at your data. What data do you have? Where is it located? How is it structured? Answering these questions will help you determine which CDP features are most important to you and what kind of data integrations will be necessary.

3. Select the right CDP.

There are a lot of different customer data platforms on the market, so it's essential to select the one that's right for your business. Consider your business goals, assess your data, and read reviews of different CDPs before deciding.

4. Don’t over obsess on lack of enough first-party data

Organizations do not proceed with the deployment of CDP as they mention that there is not enough first-party data to drive their customer strategies forward. Organizations can still develop micro-cohorts with attributes of ICPs (Ideal Customer Profiles) which can be fed into the CDP to drive personalization and targeting programs

5. Implement and test.

Once you've selected a CDP, it's time to implement it into your business processes. This will require some testing to ensure that everything is working. Be sure to document everything so you can reference it later if necessary.

6. Monitor and optimize.

After you've implemented a CDP, it's essential to monitor its performance and make sure it's meeting your expectations. If not, don't be afraid to make changes or adjust your strategy. The goal is to improve your customer engagement and understanding of customer behavior continuously.

Customer data platforms (CDPs) are still crucial for businesses because: 

  • They help businesses understand customer behavior 

  • They improve customer engagement 

  • They provide a better customer experience 

Tips for getting the most out of your CDP

Although customer data platforms may decline, they are still essential for businesses. Here are some tips for getting the most out of your CDP:

  1. Make sure you are using the platform to its full potential. A CDP can do a lot more than collect data. It can help you segment customers, personalize communications, and optimize your marketing strategies.

  2. Integrate the platform with your other systems. This will help you better understand your customers and their behavior.

  3. Use the data to create targeted campaigns. Personalized campaigns are more successful than generic ones.

  4. Experiment with different features of the platform. Try collecting and analyzing data to see what works best for your business.

  5. Keep your CDP up to date. The platform is constantly evolving, so make sure you use the latest features and functionality.

By following these tips, you can ensure that your customer data platform is still working hard for your business.

Are you still struggling and thinking about deploying a CDP?

Deploying a CDP can be highly beneficial for your business. It can help you collect and analyze customer data more effectively, leading to better customer experiences and more sales. However, it is essential to implement CDPs the right way within your organization. Here are some tips for getting started:

  1. Make sure you have a clear goal for what you want the CDP to achieve. Define what you wish the platform to do and how it will fit into your overall customer strategy.

  2. Gather input from all stakeholders who will be using the platform. This includes marketing, sales, IT, and operations staff. They should all be involved in setting up the CDP and determining how it will be used.

  3. Choose the right CDP for your needs. There are many different CDPs on the market, so make sure you select one with the features and functionality you need.

  4. Set up a test environment to try out the CDP before rolling it out to your entire customer base. This will help you ensure that it is working correctly and that everyone knows how to use it.

  5. Train your staff on how to use the platform. They should be familiar with all of the features and functions to make the most of it.

By following these tips, you can successfully deploy a customer data platform within your organization and start reaping the benefits.

The Second Brain: How Roam Research and Notion Help Me Boost Productivity?

Your brain is a powerful tool, but it's not always easy to harness its full potential. Sometimes, you need a little help to achieve your goals and get the most out of your mind. Over the last year, I found it challenging to balance my personal and professional life. Importantly, I felt a sense of incomplete/unaccomplished at the end of every day. That is where my quest started to find a better solution to enhance my productivity and create a life operating system and a second brain. 

That's where Roam Research and Notion came in.

Roam Research is a powerful research tool that allows you to keep all of your notes and ideas in one place. Roam makes it easy to access your thoughts and information when needed and helps you organize your thoughts more effectively. In addition, Notion is a great way to keep track of your to-do list and deadlines, ensuring that you never forget an important task.

By using Roam Research and Notion together, you can create a "second brain" that will serve you well in both your personal and professional life. These tools will help you boost your productivity, increase your knowledge, and get more out of your mind. 

What is a Second Brain?

Your brain is responsible for many things - from remembering your best friend's phone number to figuring out how to get home from work. But what about all of the other tasks you need to accomplish daily? That's where your "second brain" comes in.

Your second brain is a tool that you can use to keep track of all of the things you need to do, remember, and know. Using a digital technology (All format friendly - Web and Phone App), you can offload some of the burdens from your primary brain, freeing up space for more critical tasks.

How Can a Second Brain Boost Productivity?

A few ways to use a second brain can help you boost your productivity.

First, by keeping all of your notes and information in one place, you can save time that would otherwise be spent searching for lost files or memories. Second, digital technologies offer features that make it easy to keep track of your to-do list and deadlines, ensuring that you never forget an important task.

Third, using a second brain can help you organize your thoughts more effectively. By linking related notes and ideas together, you can create a "web" of information that is easy to navigate and reference. The approach can be constructive when working on complex projects that require much research.

Fourth, suppose you are an avid reader; instead of remembering every bit of the book content or important topics. In that case, you can convert the entire mental notes digitally, which enables you to create a successful summary of books in your way.

Fifth, we all juggle many priorities (personal and professional) daily; having a second brain allows you to document, research, prioritize, and, more importantly, get things done.

Sixth, drive accountability and enhance self-appreciation practices. Let’s give in that we are the best motivators and demotivators of everything in our lives. We cannot blame others or circumstances of demotivation in our lives; a second brain helps you do a good review or, more importantly, daily journaling, which allows you to recognize you can complete daily, weekly, and monthly. 

So if you're looking for a way to boost your productivity, consider using a second brain. 

How do Roam Research and Notion help you build a second brain?

Roam Research and Notion can help you build a Second Brain. Using them together will increase your knowledge, keep all of your essential information in one place, and make it easy to get all the research you need when you need it. You can also use both tools to keep track of your deadlines and to-do list so that you never forget an important task. Roam Research & Notion can help you boost your productivity in both your personal and professional life.

 

What is Roam Research?

Roam Research is an online tool available on a phone app that helps you take notes and organize your thoughts more effectively. It's designed to help you connect ideas and concepts, making it easy to reference and recall information when you need it. Roam Research is beneficial for students and professionals who want to boost their productivity.

 

What is Notion?

Notion is an online tool that helps you organize your thoughts, keep track of your to-do list, and build workflows, databases, and digital libraries. It's a great way to boost your productivity by keeping all of your information in one place. The Notion is beneficial for businesses and individuals who want to be more organized.

How do Roam Research and Notion work together?

Roam Research and Notion work together to help you boost your productivity. By using both tools, you can keep all of your thoughts and information in one place, making it easy to reference and recall when you need it. You can also use both tools to keep track of your deadlines and to-do list, ensuring that you never forget an important task. Roam Research & Notion can help you increase your knowledge and be more productive in your personal and professional life.

Personally, developing a Second Brain was a perfect combination of Roam Research and Notion. Together, these two tools make it easy to boost your productivity. By using Roam Research and Notion together, you can keep all of your thoughts and information in one place, make it easy to find the research you need, and never forget an important task. 

How to get the most out of your second brain?

One of the best ways to get the most out of your second brain is to use it to organize and track your to-do list. By using Roam Research and Notion together, you can create a robust to-do list to help you stay on top of all your tasks. Roam Research is outstanding for tracking deadlines and due dates, while Notion can be used to store important notes and research. By using both tools together, you can keep everything you need in one place, making it easy to stay productive.

Another way to use your second brain is to boost your productivity. By keeping all of your important notes and research in one place, you can easily access it when you need it. You can also use Roam Research and Notion to keep track of your to-do list and deadlines, ensuring that you never forget an important task. By using both tools together, you can build a second brain that will serve you well in your personal and professional life.

The other way which has been helping me in a big way is creating areas focused on the following:

  1. A health tracker - allowing me to track all my physical activities

  2. A CRM tracker - helping me manage my professional network and enabling me to enhance and build relationships for long term

  3. A daily journal – I got into the habit of journaling, which enables me to put down my thoughts/emotions rather than thinking about them.

  4. Books notes: For all books I read, I can document the notes from them to refer them for later purpose

  5. A tracker: for all programs in personal and professional life

If you want to get the most out of your second brain, you can do a few things. First, use it to organize and track your to-do list. Second, use it to boost your productivity. And third, use it to keep track of your thoughts and ideas. By following these tips, you can build a second brain that will help you in all areas of your life.

 

If I had known 25 years ago, investing and building a second brain would be one thing. It is not late for anyone to start building an effective and personal second brain digital system that enables you to enhance your productivity, digitize your thoughts, and help you be more efficient daily.

PS: This is not a sponsored article by Notion or Roam Research

Green AI: Why is it essential to develop AI responsibly, considering potential risks and potential benefits?

I was recently invited by CNBC TV-18 on Twitter Spaces with other industry leaders to speak about Sustainability and how tech and AI can help organizations achieve sustainability goals. But preparing for the conversation and also going to the conversation, I started thinking a lot about how today we are creating more need for:

  • Data

  • Technology needs

  • Processing needs

which is putting more stress on the need to consume environmental sources.

Artificial intelligence (AI) is a powerful tool that humans can use to make sense of data, manage processes and solve problems. But as AI technology gets more sophisticated, there is a risk that it could also be used to harm. That's why it's essential to ensure that artificial intelligence is developed responsibly and consider the potential risks and benefits.

One way to ensure that AI is developed responsibly is to focus on making it "green." Green AI refers to artificial intelligence that is designed and operated in a way that minimizes its environmental impact. Developing green AI can help ensure that the powerful tool of AI is used sustainably and beneficially for both humans and the environment.

There are many reasons why it's essential to develop green AI. For one, Sustainability is a crucial concern for both individuals and businesses. With the world's population growing and resources becoming more scarce, it's essential to find ways to use resources more efficiently. Green AI can help do this by reducing the energy consumption of data centers and other AI infrastructure.

In addition to being more sustainable, green AI can also be more efficient and cost-effective. For example, using renewable energy to power data centers can save money on energy costs. And designing data centers and other AI infrastructure to be more energy-efficient can further reduce costs.

Developing green AI is also important because it can help to ensure that AI is used responsibly. As AI technology gets more sophisticated, there is a risk that it could be used for nefarious purposes, such as creating biased algorithms or infringing on people's privacy. By ensuring that AI is developed responsibly, we can help avoid these risks and ensure that AI is used for good.

There are many benefits to developing green AI. Sustainability, efficiency, and responsible use are just a few reasons it's essential to focus on making AI more green. In addition, we can help make sure that this powerful tool is used to benefit both humans and the environment.

What is green AI and why is it essential to develop responsibly?

Green AI is an important topic because it refers to how artificial intelligence should be developed to minimize its environmental impact. For example, suppose an artificial intelligence system was tasked with optimizing energy consumption in a data center. In that case, it might decide to run the data center at total capacity all the time to minimize energy consumption. However, this would result in a large carbon footprint and be detrimental to the environment. Therefore, it is crucial to consider AI's potential risks and benefits before implementing it to avoid causing harm.

The benefits of developing green AI

One way to make AI better is to make sure that AI is "green" – designed and operated to minimize its environmental impact. We can help ensure that the technology is used responsibly and sustainably by developing green AI.

There are many potential benefits of green AI. For example, green AI could help us to:

  • Reduce our reliance on fossil fuels: Green AI could help us develop renewable energy sources and reduce our dependence on fossil fuels.

  • Conserve resources: Green AI can help us use resources more efficiently and conserve them for future generations.

  • Improve agricultural productivity: Green AI can help us improve farm productivity and reduce the need for land, water, and other resources.

  • Combat climate change: Green AI can help us monitor and respond to climate change and develop mitigation and adaptation strategies.

To realize these benefits, green AI must be developed responsibly. This means considering the potential risks and harms resulting from its use. For example, green AI could be used to:

  • Monitor and control our behavior: Green AI could be used to monitor our behavior to improve resource efficiency. However, this could also lead to privacy concerns and a loss of autonomy.

  • Manipulate our emotions: Green AI could be used to manipulate our emotions to influence our behavior. Unfortunately, this could lead to a loss of control over our own lives.

  • Displace human workers: Green AI could be used to replace human workers in various industries. However, this could lead to unemployment and economic insecurity.

Thus, green AI must be developed responsibly, considering both the potential risks and benefits.

How can you make your artificial intelligence more environmentally friendly?

There are a few ways to make your artificial intelligence more environmentally friendly. First, try to use recycled or sustainable materials whenever possible. Second, be conscious of the amount of power your AI system is operating and optimize it for efficiency. Third, ensure that any data you collect is cleansed and organized to minimize its environmental impact. Fourth, refine the need for data and focus on essentials, then hoarding. Fifth, focus on eliminating redundancies on the process within the organization, thereby reducing data and technology needs along the way of a customer/process journey. Finally, consider the potential risks and benefits of AI development before proceeding with any project. By taking these steps, you can help to ensure that your AI system is as green as possible.

Examples of businesses that are using green AI

Several businesses are using green AI to help them become more sustainable. For example, IBM has developed a green AI platform called IBM Watson Earth that helps organizations make more informed decisions about Sustainability. The platform uses cognitive computing to analyze data from satellite imagery, weather information, and other sources to help identify and track environmental trends.

Another business that is using green AI is Google. Google has developed a Green Data Center Calculator tool that helps businesses determine how much energy they can save by making their data centers more efficient. The tool uses machine learning to analyze data from real-world deployments and recommend the most effective energy-saving measures.

These are just a few examples of businesses using green AI to become more sustainable. As the demand for green AI grows, more companies are likely to develop AI tools and services to help achieve sustainability goals.

When it comes to artificial intelligence, many potential benefits and risks need to be considered. As we continue to develop these technologies, it's essential to be aware of how they can help us and harm us. We need to make sure that AI is developed responsibly, taking both the potential benefits and risks. We also need to make sure that AI is "green" – that is, designed and operated in a way that minimizes its environmental impact. By doing all of this, we can ensure that AI helps us solve some of the world's most pressing problems while reducing its risks.

Is Digital ready being Data ready?

According to a Forbes article in June 2021, the cost of Digital Transformation program failures would be close to $3.3 Trillion by 2025. An astounding amount and while it also stated the top five reasons for the failure Cost, Company Culture, Leadership Decision, Business Problem, and Success Measures, in my perspective there is one more reason - the confusion between digital readiness vs. data readiness.

In today's society, it seems like almost everything is done digitally. We shop online, bank, and even communicate with one another electronically. As a result, the amount of data being created and shared daily is rapidly increasing. This explosion of data has caused many people to start questioning if "digital" is ready for the amount of data created.

Digital transformation is transitioning from traditional, analog business processes to those that are digital. It's an ongoing journey that requires organizations to change how they think, work, and operate. As more and more data gets created, businesses need to become data-ready to keep up.

What is data readiness, and how can businesses achieve it?

Data readiness is the ability of a company or individual to use data to make decisions effectively. It is about taking all of the available data and turning it into something that can be used to improve the business. This can include anything from increasing sales to enhancing customer service.

A company needs to have the correct tools in place to be data ready. This includes everything from storage capacity to analytics software. The company also needs to have employees who can interpret the data and make decisions based on what they find. It is becoming increasingly important for companies to be data ready as the amount of data grows. The world is creating more data than ever before, and much of it is being shared digitally. This means that companies need to store and manage this data effectively to make use of it.

Digital transformation is the process of using digital technologies to create new or different business processes. It can involve anything from automating manual processes to improving customer experience. To be successful, a company needs to have a clear plan for using digital technologies to enhance its business. Without effectively using data, it will be difficult for a company to improve its business processes. Digital transformation can be an excellent way for a company to improve its competitiveness, but only if it can effectively use data.

 When it comes to data readiness, businesses need to have a plan in place for what they want to do with the data they collect. They need to have systems set up that can handle the influx of data and be able to analyze and use it to make better business decisions.

There are a few key ways that businesses can achieve data readiness:

  1. Enabling self-service analytics: Giving employees the ability to analyze data on their own can help them make better decisions about improving their work processes.

  2. Collecting the correct data: Not all data is created equal, so businesses need to be selective about what they collect and store.

  3. Developing a data governance plan: Having a clear plan for how data will be collected, stored, and used can help ensure that it is used effectively and efficiently.

  4. Creating a data-driven culture: Encouraging employees to use data to drive decision-making can help create a more data-centric organization.

  5. Training employees on data analytics: Providing employees with training on how to use it can help them better use the data available to them.

Digital readiness is necessary to keep up with the increasing demand for storage. We are quickly reaching a point where digital will have to become data-ready to keep up. Businesses need to take steps to ensure that they are prepared for the future. By enabling self-service analytics, collecting the correct data, and developing a data governance plan, businesses can make sure that they are ready for anything that comes their way.

The benefits of transitioning to AI to become data-ready 

One way to become data-ready is by transitioning to artificial intelligence (AI). AI can help businesses make sense of all the data they are collecting and turn it into insights that can help them improve their performance. In addition, transitioning to AI can help enterprises become data-ready much faster. By automating the process of data collection, processing, and analysis, AI can help enterprises make sense of all the data they are collecting in a fraction of the time it would take humans to do so. This means that companies can start using their data much sooner, which is essential in today's competitive market.

Some of the benefits of transitioning to AI to become data-ready include:

  • Increased efficiency: With AI handling all the data processing, businesses can free up their employees' time to focus on more critical tasks.

  • Improved decision-making: By having access to insights and trends that would otherwise be hidden in large data sets, businesses can make better decisions based on facts, not just guesses.

  • Enhanced customer experience: With AI's ability to personalize interactions, businesses can create a more personalized experience for their customers, likely to result in increased loyalty and better ROI.

It is clear that to keep up with the ever-growing demand for data storage; businesses need to start transitioning to AI. Not only will this help them become data-ready, but it will also allow them to reap the many benefits that come with using AI.

What is digital readiness, and how does it link to data readiness?

Digital readiness is an organization's ability to use digital technologies to enable its desired outcomes. It is important to note that this is not just about having the technology in place but also about using it effectively.

One key aspect of being ready for digital is data readiness. This involves having the ability to manage and use the data created as a result of our increasingly digital world. With so much data being generated every day, it is more important than ever to make sure that we are prepared for it. There are many factors contributing to the increase in data. One of the biggest drivers is the growth of digital transformation. This is when organizations use digital technologies to change the way they operate. As more and more businesses move to this model, the amount of data being created grows exponentially.

While digital readiness is about being able to use digital technologies effectively, data readiness is about managing and using the data that is being created. We are rapidly reaching a point where digital will have to become data-ready to keep up.

How will be becoming data-ready help businesses stay ahead of the competition?

The amount of data created and shared is constantly increasing, and businesses need to be ready for it. As a result, digital transformation is no longer optional – it's essential to keep up with the competition.

To survive in today's digital world, businesses need to handle large amounts of data. This data comes from various sources, including social media, the internet of things, and artificial intelligence. As data becomes more complex, businesses need to find ways to make it more manageable and actionable.

Artificial intelligence is becoming increasingly important in the world of business. With AI, companies can make better decisions by analyzing and understanding all of the available data. AI can also help to improve customer service and create new products and services.

The importance of being data-ready in today's society

As we continue to rely more and more on digital platforms to do everyday tasks, the importance of being data-ready becomes increasingly evident. With the rapid expansion of data comes an even greater need for storage, becoming more challenging to obtain. If we want to keep up with the ever-growing demand for digital experiences, we will need to find a way to become data-ready.

To become data-ready, we will need to implement a few changes. First, we need to collect and store data more effectively. This may mean investing in new storage solutions or finding ways to optimize existing ones. Second, we need to be able to process this data more efficiently. This can be done through the use of artificial intelligence and machine learning. Finally, we need to be able to share this data with others securely and efficiently.

By becoming data-ready, we will keep up with the ever-growing demand for digital experiences. We will also be able to provide better experiences for our users by collecting and processing data more effectively.

The bottom line is that digital needs to become data-ready to keep up with the amount of data created. It will require businesses to transition to AI use of all the available data. Doing so will allow them to stay ahead of the competition and continue to thrive in today's ever-changing world.

Leaders ability to set goals in a VUCA environment

Today’s volatile environment continues to evolve, and while things continue to return to a new normal, there is much skepticism of the unknown future. In such explosive environments, the organization and the employees look for leaders to charter the course to focus and rely on leaders to define the path for them. But many individuals and leaders fail to charter practical goals for the organization and individuals. 

 Leadership is about setting goals for organizations, teams, or individuals. Leadership is not just about getting people to do something; it’s also about helping them believe in their abilities and taking the initiative. Leadership involves motivating others to take action, which requires setting clear goals that are realistic and achievable. Leadership also means providing direction when there are no rules or precedents available—and then figuring out how to make things happen when you don’t have all the resources you need. Leadership skills can help any leader navigate an increasingly volatile environment by giving them the tools they need to act decisively in times of uncertainty. 

Leadership’s critical competency is about goal setting.

One of the most critical aspects of leadership is setting goals. When leaders set clear goals, it gives their team a sense of direction and purpose. It also helps to motivate team members and keep them focused on what needs to be done. In a VUCA environment, leaders need to set clear and achievable goals and communicate those goals clearly and often. 

Leaders need to be inclusive, honest, and fair with their teams during goal setting. For example, if a team might not reach its goal, the leader should acknowledge possible and explain why (and how) that could happen. Leadership means leading others through difficult conversations with humility and honesty. Leadership also means motivating others to persevere even when things become challenging. This includes encouraging team members to find new ways of doing things and finding resources that might not have been considered before. Leadership requires leaders to be flexible and adaptable when necessary while also setting appropriate boundaries on the resources they commit. Leadership is about building up a team so everyone can succeed—and knowing when people aren’t meeting their goals or expectations is part of that. Leaders need to be compassionate and supportive with team members who are struggling and decisive enough to hold them accountable when they aren’t producing the desired results. 

Goal setting is essential for your business.

 Setting goals is an essential part of any business. When you set goals, you can focus on what you want to achieve and develop a plan to reach those goals. Without goals, it can be not easy to know where your business is headed or what you should be working on.

When you set specific and measurable goals, you can track your progress and make adjustments as necessary. This helps ensure that you are always moving in the right direction and that your efforts are producing results. Additionally, setting goals can help motivate your employees and keep them engaged in their work.

Goal setting is an essential tool for any business leader, and it should be a part of your regular planning process. Not sure where to start? You can set a specific goal or choose a broad target that you want to reach. It would help if you planned for the long-term and the short-term – there are different goals for each period – and break down your overall strategy into smaller steps. When setting goals, the critical focus should be on the output vs. input goals. Many leaders fail in defining goals, where the direction is mainly looking at operational goals, which are predominantly the means to achieve the results.  

Leadership starts with setting goals 

Leaders can help and manage the ever involving volatile environment.

Leadership skills can help leaders recognize, create, and seize opportunities that may not have existed previously. Leadership is about more than just getting things done; it’s also about helping others believe in their abilities. Leadership is motivating others to take action, which requires setting clear goals that are realistic and achievable. 

A practical framework for goal setting, which many successful business leaders and entrepreneurs have used successfully for years, is the five steps framework: 

  1. Envision a desirable future state; 

  2. Articulate this vision; 

  3. Get the alignment of your team behind the vision; 

  4. Identify critical steps (the strategy), and 

  5. Plan for contingencies.

Each of the stages in the framework requires conviction and focus from the leader. While many leaders focus on the first stage, they need to ensure they are present and focus across definition, implementation, review and ensure that if there are learnings (failures), they are celebrated and communicated. 

Organizations without practical goals are directionless and are bound to fail in a volatile environment. 

The Importance of Experimentation for Leaders

In a constantly changing world, it's more important than ever for leaders to be able to experiment and learn new things. As industries change and technology advances, it becomes more challenging to stay ahead of the curve. That's why experimentation is vital for leaders; it allows them to explore new possibilities and learn about new technologies. Leaders who can experiment and learn will be better equipped to face future challenges. Experimentation is never too late, so you should never be afraid to try something new. Experimentation could lead to an innovative solution or a discovery that makes life easier for everyone. Experimenting with something new doesn't have to be complicated; all it takes is a little courage and patience. Experimentation can help you grow as a leader and learn more about yourself. Experimenting allows leaders the opportunity to see if their assumptions are correct, which can save time in the long run rather than making mistakes that they will have to change later on. Experimenting with something different is how the best ideas are discovered because people can come up with brilliant solutions by thinking outside of the box and challenging themselves. As we progress through our everyday lives, we need to experiment with things to keep our minds sharp and ready for anything.

Experimentation is a leader's ticket to progress. Experimenting shows your employees that you are willing to try new things and take risks, which can also help motivate them. Experimentation can be applied to any industry or position because it's never too late to learn something new. A good leader knows when to change course and tries new things to stay successful. Experimenting becomes more critical as we enter the age of technology; we need leaders who understand how vital experimenting is with technology if we want the change and improvement this field offers. Experimentation helps us discover what works and what doesn't work, so we know where we stand and what steps we need to take to get to where we want to be. Experimentation can help you discover new ways of doing something, but it's essential to have a vision and understand the bigger picture while experimenting. 

Experimenting is a great way for leaders to explore new possibilities and learn about their employees. Just like anything else in life, experimentation should be done with caution because failure can sometimes lead to regret. Experimentation helps us move forward, so we don't spend too much time on the past, allowing more time to focus on our future. Experimenting with different aspects of your career or business will give you the skills necessary for any challenge that comes your way; we all need to experiment every once in a while to grow and excel. Experimentation is a great way to explore your options and grow as a leader. Experimenting allows leaders to see how their decisions affect other people, which gives them a better understanding of what they do best. Experimenting should be done with another person or group because it can help you learn more about different opinions and make better decisions for everyone involved. Experimentation should be encouraged no matter who you are or where you work because it helps us find new ways of doing things that make life easier for everyone.

With new technology getting introduced every day and so much hype about various new technologies in the market, it is difficult for leaders to keep up and stay ahead of the curve. For leaders to understand the evolution and application of technology within the industry they operate, they must understand and experiment with the new technology. Denial or the thought that the trend/technology will not apply to my industry is a bad strategy. Hence all leaders must drive a culture of experimentation and learning. 

With concepts like Metaverse, Web 3.0, NFTs, Headless Commerce, and many more, what are you experimenting with today? I have started to create my digital art, and it has been a fun and enriching exercise. What is your experimentation?

The future is knowledge economy for enterprises and nations

We usher into a new era where knowledge is far essential (in personal and professional), and complexity continues to scale on how things relate and unrelate to everything we undertake. With technology advancement, the future of nations and enterprises would be to see how they harness and create a knowledge economy to thrive and be successful in highly complex environments. 

One such technology critical to enable the nations and enterprises is Graph technology. The graph has evolved into a significant new class of data structures that model implicit and explicit graphs with nodes, edges, and properties. It’s one of the most important developments in modern computer science, bringing with it many innovative algorithmic results and practical systems for managing complex data relationships on scales unimaginable just ten years ago.

The inspiration for graph theory was found within mathematics, but its applications are now widespread across computer science, social sciences, life sciences, engineering, and beyond. Graph databases have become some of the fastest-growing software products over recent years because they efficiently manage high-volume datasets by enabling users to discover connections between related pieces of information without reading the content of every record. As we move into an era where we ask more and more questions about the relationships in our data, graph databases become a crucial technology in managing complex systems and enabling fast and accurate responses to user queries.

Graphs have been used to solve problems such as efficiently routing drivers around traffic jams or allocating tasks among workers when there is limited space on factory floors. The knowledge economy grows by leaps every day because it relies so heavily on the network, but it’s not just businesses that rely on information networks. Transportation, communication, and commerce depend on complex relationships between people and organizations. These networks have been modeled as graphs for over a hundred years now, but it is only since the 2000s that we have had the technology to access much larger charts from the web containing hundreds of billions of nodes and trillions of edges.

The advent of graph technologies creates a massive shift in the technological world. Examples include fraud prevention, managing complex systems, and enabling fast responses to user queries. Other benefits include shorter processing times, smaller datasets that are easier

Graph technology is the future to drive the knowledge economy forward.

Graphs are everywhere. Graphs are just a model for data, but it’s already being widely adopted in the business world because of their many practical uses. Graph technology is now used to search Google, filter Facebook newsfeeds, power recommendation engines, and help scientists understand protein folding patterns. Graph databases are already transforming the way companies do business. Graph databases are faster and more flexible for a wide range of queries, including highly interactive exploration of complex networks and multi-attribute search that returns rich results in milliseconds. Graph technology is already handling large amounts of data with ease.

Graph DBs can handle unstructured, fast-changing, diverse data types such as text, images, geo-location, stock ticker data, etc. Graph databases are already being used in domains ranging from IoT to finance, social media, healthcare/life sciences, logistics/transportation, and retail. Graph technology also has the potential to transform our personal lives. Graphs are an ideal model for human relationships because they can easily capture both direct and indirect connections between people, places, and the things they’ve shared interests. Graphs can also help us easily share our social expertise by identifying key influencers in networks. Graph technology is already being used to improve online dating, recommend products for social shopping, track job referrals, and business opportunities. Graph technology has revolutionized data management; its potential isn’t limited to social media and online networks.  

Graph technology can be applied to a wide variety of challenges and is especially useful in domains with complex data relationships 

  • Transportation: Graphs can help improve traffic flow by modeling vehicle locations as nodes and relationships as edges to model time-delays, congestion, etc. Graph technology is already helping cities such as Los Angeles better manage their transport systems. 

  • Manufacturing: Graphs also have numerous manufacturing applications, especially when it comes to optimizing processes, planning layouts, and forecasting. Graphs can help manufacturers create assembly roadmaps that optimize workflows or reduce the time required to move products through the supply chain. 

  • Astronomy: Graphs can help astronomers better understand the Universe by modeling spectral information as nodes or vertices connected by edges representing shared photonic properties. Graphs also help astronomers visualize and navigate large data sets.

  • Financial industry: Graph technology is also seeing increased application in finance and trading, where it can be used to find relationships between different securities and the overall market. Graph databases allow financial analysts to correlate various data sources and discover new trends that might not otherwise be visible. 

  • Pharma: One domain where graph technology is increasing application in DNA identification. Graphs are an ideal data structure for representing the complex relationships between different parts of a DNA sequence. Graph-based algorithms can quickly identify similar segments of DNA, allowing for a more accurate and efficient comparison of other lines. This makes it easier to identify potential genetic mutations and can even help trace the ancestry of a particular DNA sample.

A more extensive use case for organizations driving eCommerce business

 Graph technology can be used for businesses to drive eCommerce. Graph databases are especially suited to deal with the complexities of eCommerce data, such as products, customers, and orders. Graph technology can help retailers understand and analyze their customer's behavior to create more personalized shopping experiences. In addition, graph technology can also be used to identify patterns in customer behavior that can help businesses improve their marketing strategies and website design. Graph technology is the best way to examine the relationships between customers, products, and sales. Graphs are especially valuable for businesses with complex product catalogs. Graph databases can quickly help eCommerce companies identify market trends and product performance issues. Graph databases are also helpful in maintaining up-to-date product information, including images, prices, specifications, ratings, and related products. Graph technology allows eCommerce retailers to understand better consumer behavior, which can help inform business decisions. Graphs are particularly valuable for analyzing product affinity, cross-selling opportunities, customer preferences, and online behaviors. Charts are handy for analyzing sales data to discover buying patterns between different customer profiles or demographics.

Graphs help analyze how other customers or demographics interact with products. Graph technology can be used to determine which products are commonly bought together, whether there are any gaps in the product catalog, and what other products may need to be added. Graphs can also be used to determine if a product’s price is too high or low or if the product is facing any other issues. Graph technology can also recommend products to customers based on their buying patterns, similar to how Amazon recommends products. Graphs help identify popular items, unwanted items, and what needs improvement.

Ecommerce websites can apply graph technology to search engine optimization (SEO). Graph databases are suitable for understanding how customers interact with products and help businesses maximize website conversion rates. Graph technology can improve the personification of the company’s search engine optimization (SEO) profile. Graph technology can also enhance product placement on eCommerce websites, which will drive increased traffic to the website. Ecommerce companies can use graph technology to improve customer service. Graphs help identify product support issues or common questions that need to be answered or enhanced. Graph databases allow businesses to remember different groups of users to reply more effectively quickly. Graphs are handy for customer relationship management (CRM) systems. Graphs can analyze customers’ interactions with products, brands, stores, purchases, or companies. Graph technology is the future for eCommerce, as this type of technology will make the customer experience more personalized and easier. 

The future is better with Graph technologies

 Graph technology has evolved into a significant new class of data structures that model implicit and explicit graphs with nodes, edges, and properties. Charts are one of the most important developments in modern computer science. They bring many innovative algorithmic results and practical systems for managing complex data relationships on unimaginable scales just ten years ago. It provides insights about patterns hidden within large datasets not easily found by other analytical techniques alone. Graph technologies allow us to detect these connections between entities or events that we would never have seen otherwise, improving our understanding of natural phenomena such as climate change or disease outbreaks. Graph databases offer unprecedented scalability and performance while providing powerful capabilities for managing semi-structured and unstructured data with the ability to traverse complex relationships effortlessly.

For example, Graph databases are ideal for maintaining knowledge graphs, such as the OpenCyc project, which provides an extensive knowledge base consisting of hundreds of thousands of concepts and trillions of facts providing a solid foundation for AI computations. Graph databases can also be used to model the semantic web, an extension of the World Wide Web that unlocks its potential as a data source by making it easier for machines to discover, share, integrate, process, and reuse information on the Web. However, it is essential to note that Graph technology won’t replace all current database systems but rather enhance their capabilities by providing additional options for storing and querying complex data relationships. Graph databases work well with large data sets that do not follow a regular structure, require frequent updates, or support only simple lookups and range scans. 

What I am taking in 2022: The Future Isn't the Future

2021 is coming to an end, and I clearly remembered that same time last year; I was looking forward to 2021 and was hoping to have a better year and get to do things that I missed in 2020. However, as I look back in 2021, not much has changed. I recently made three international trips; the trips were filled with anxiety, stress, and a very different experience than many before the Pandemic. I can keep talking about how the last two years have been for me, and at the same time, I can't believe 2021 is already coming to an end. It has been a transformative experience, and I am so grateful to have had the opportunity to learn and grow as a person. The Pandemic is teaching, rethink and providing perspectives that have changed me in ways that will help me better manage my mental and physical health outside of Covid-19, too.

I want to share some key learnings as I look forward to stepping in 2022.

Appreciated humbleness and practiced humility far more than ever

There was a time I would have thought that the answer to such a question was obvious. The truth is that as life unfolds, you experience all sorts of things, and there are many times when we don't think it's here. When those times happen, having an attitude of humility makes it easier to move forward, learn from those experiences, and still find a bit of joy in them. Humbleness through a Pandemic has also been a journey for me. I’veI'verned that it is essential to be tolerant, patient, and respectful of others.

Rather than living in the future, I choose to live more in the present. Because of this, I believe we can all find some good in any situation if we are willing to look for it. Humbleness through Pandemic has been a journey for me. I always wanted to control the outcomes of the situations or processes in which I got involved, but the Pandemic taught me a great lesson that there are things more significant than you; we all are just here to do our part, rather than control a more powerful thing than what we intended were to do.

In Technology thought I am a nerd and know it all.

The future isn't the future- it's now; I have learned so much about Technology advancements in the last two years. I would never have thought that we would be seeing virtual reality, augmented reality, and artificial intelligence becoming more mainstream. However, these technologies are developing faster than I expected and changing how we live and work.

I have learned that it is essential to stay up to date with the latest trends in technoloTechnology almost everything we do every day involves using some gadget. I would never have thought there were so many apps for smartphones, significantly how each app can help make our lives easier. The more technologies advance, the fewer time people spend doing tasks manually, which means fewer jobs are available- or will be available in 2022. Pandemics are becoming a big issue since viruses constantly mutate while spreading around the world faster than ever before due to advances in transportation and communications systems. Technology is not slowing down, with Web 3.0, Crypto, NFTs, Industry 5.0, 6G, and many such advances are just around the corner. I feel so quickly out of date on my knowledge that I have now ensured that I would dedicate at least 2 hours of the week to keep myself abreast of the new technology.

More minor but frequent pauses in life

I've learned that it's essential to take more minor but frequent pauses in life. This can help you to avoid feeling overwhelmed and stressed out. Pauses can also give you time to reflect on your goals and priorities and develop a plan to achieve them. Taking time to reflect can help you refocus on your goals and establish a plan to achieve them. During the Pandemic, I took many pauses that helped me become more productive in life. Work would never stop; often more than not, I have always planned for longer breaks but only fewer times in the year, which never gave me enough energy and mental balance. Shorter and frequent breaks, whether in a day or a month, have helped me enhance my mental focus and drive better outcomes for my personal and professional life. In addition:

  • Get better at managing my mental health by taking regular breaks from work

  • Get better at taking care of myself so I don't get sick as often

  • Be able to focus on what is essential right now rather than having an overwhelming sense of urgency about future deadlines or upcoming events

  • Learn to be more mindful about how I spend my time and take breaks from work

  • Get better at learning new skills and practicing them regularly, rather than just letting them fade away over time due to lack of practice

  • Have the courage to start writing even if it's challenging or scary sometimes because that will help me improve as a writer in the long run

I also learned some new skills during Covid-19, which will be helpful for both personal growth topics like mindfulness, sound editing, creating and launching Podcasts, social media marketing, and Zoho ERP enterprise platform deployment - to name a few.

Not just trying to get books completed, but reading with a purpose

I have never been an avid book reader; more so, I hated reading non-fiction books in the past. The only books I read were Lee Child (Jack Reacher series), James Patterson, and similar to the writers. However, this year has been a significant sea change for me; I not only started reading books but leveraging my Amazon Audible subscription; I have been able to get quite a few of the books completed.

This is one of the ways that I have been able to combat my procrastination in the last two years. It's hard for me to be productive when I only have a specific time slot for reading, so reading with a purpose helps me focus on what I am teaching myself and helps me stay true to my goal of being productive in my professional life.

In 2021, I wanted to continue reading with a purpose and learn as much as possible to be successful in my future endeavors. As someone looking towards the future, I know that continuing my education is important to me and will help me reach my goals. And reading with a purpose allows me to do just that. What I mean by reading with a purpose, I don't know about you, but I can go through a book and forget the content or critical learnings after a day or two. Highlighting or sticky notes didn't help, so I created my own "Life Operating System," which helped build a knowledge vault section. The system has helped me retain my learnings from the books, which I can remember and fall back on as a system to leverage in my day-to-day life.

Rather than leaving in the future, I want to live more in the present. This has been one of the biggest lessons I have learned from Covid-19. It's easy to get wrapped up in what could happen or what we think might happen, but if we don't take the time to enjoy what is happening at the moment, then we are missing out.

So when I read a book with a purpose, it has taught me that there are steps to get where you need to be, and taking these small steps towards my goals will allow me to live more in the present rather than worrying about becoming successful at some point down the line. It's not just trying to get books completed but reading with a purpose that has helped me become productive this year.

I started taking masterclasses to learn

In the last two years, I had the opportunity to conduct a variety of masterclasses for about 2000+ individuals across various topics. The topics I covered gave me a chance to learn more about them; it's helped me teach and learn simultaneously. I have covered different topics during such masterclasses: Product Management Strategy, Driving Cloud Strategies, Digital Transformation in eCommerce and Retail business, Driving Product Management leveraging data, building strategic business models leveraging AI, and many more. The essential skills and learning which I have captured by conducting the masterclasses:

  • Structuring my thoughts in a flow that would align with learners need

  • Keeping the engagement level high during virtual sessions

  • Deep research skills to help structure my content

  • Planning and time management

  • Content development skills

The skills I'm learning will help me in my professional career and personal life.

I'm looking to learn more skills in 2022 and improve some of the ones I've already learned. It's not about leaving my life behind but living more in the present.

Is your organization ready to embrace MetaVerse?

It is no secret that the global economy is changing. The internet has given rise to new industries, disrupted old ones, and increased economic opportunities for small businesses. People want to share their lives with others in real life and virtual reality. 

They have changed to accommodate people who live their lives online and offline.

With Metaverse becoming a reality and hybrid culture is here to stay, organizations need to prepare better to augment the physical world in the Metaverse, keeping the culture in mind. 

Recently Bill Gates, predicted our work meetings would move to Metaverse in 2-3 years.

Building a business case for Metaverse within your organization

To ensure that your Metaverse is a reality, you will need to create a business case for Metaverse within your organization.

Metaverse is a digital representation of physical space. It could be used as a destination to meet up with friends and family, explore new places, and gather information.

Metaverse can be structured to resemble physical locations and objects and augmented with digital content such as pictures, videos, and text. Metaverse requires an internet connection, but it can be accessed anywhere in the world at any given time – which is perfect for those who travel extensively for work or pleasure. Metaverse can even be accessed using Virtual Reality (VR) devices. Metaverse is the foundation for a Metaverse economy, where commerce can occur, skills could be exchanged, and experiences shared between users/customers.

To successfully build your Metaverse business case, you will need to analyze how Metaverse will affect customer behavior if it were to exist or how employees engage and integrate with creating a better customer experience. Customers are already interested in Metaverses – they use social media platforms, where content is posted online for their friends to view.

Metaverses break down barriers of physical distance, allowing everyone to communicate with each other easily through digital means across any location and time zone. Metaverses also empower small businesses and entrepreneurs by leveling the playing field against more giant corporations since all Metaverses require an internet connection and a Metaverse-enabled computer device. Metaverses have the power to transform traditional businesses into new, digital business models that are more relevant for this day and age.

An example of a Metaverse-enabled business is Second Life. In Second Life, users create their character, which people choose – either as cartoonish or realistic-looking avatars and interact with each other in a 3D virtual world where they share ideas, buy/sell products from one another or pay to access areas on the Metaverse such as nightclubs and shopping centers. If Metaverses become more mainstream, this would allow businesses to reach new customers and provide them with novel means of conducting business.

Perhaps Metaverse will be the platform that enables everyone to achieve their goals in life.

The business case for Metaverse needs to be convincing enough to get management on board with the idea of allocating resources – whether it be financial, human, or technological – towards developing this new platform. In addition, management will need to see how Metaverse can improve customer and employee experience and increase revenue streams.

Creating a culture that embraces Metaverse

Once you have created your business case for Metaverse, you will need to create a culture that embraces Metaverse. This means that everyone in your organization must buy into the idea and be willing to work together to make it a reality.

Metaverse must be a collaborative effort between your organization and customers to succeed.

Metaverse can even affect product creation. For Metaverses to become mainstream, they will need more than just casual users – organizations need to build communities around Metaverses by creating content on Metaverses themselves that their target audience wants.

Metaverses are all about sharing information and experiences with other people in real-time or asynchronous times - a concept referred to as hybrid reality. For example, educational institutions have used metaverses through virtual lectures where students could participate remotely via Metaverses while also seeing the professor and classmates in the Metaverse.

For organizations to prepare for Metaverse, they need first to assess their current culture. Metaverse can improve customer experience, but it can also be used to disrupt how your organization conducts business. Management will need to be on board with the idea of change. Otherwise, Metaverse will not be successful.

All employees must be aware of Metaverse and improve its operations. Metaverse is a new platform that can completely change how people interact online and offline.

Metaverse can allow organizations to reach new customers and provide them with novel business means. Metaverse works depend on what you want to do with them. For example, Metaverses can be used for socializing or simply exploring different worlds without interacting with other users while in Metaverses.

Metaverse transforms people's lives, work, and play by connecting the real-world physical with digital space. Metaverse is an online world where you can buy physical products with virtual cash, chat with friends via avatar, share thoughts on blogs or social networks or run your own business. Metaverse is another platform where you can consume content and create content. Metaverse is a new reality or Meta Reality.

Now that Metaverse is ready for prime time, organizations must be prepared to fit their culture into this new Metaverse reality. Here are some tips on how to do so:

  1. Understand the Metaverse culture – What is the Metaverse culture? What are the norms and values? How do people communicate and behave? What is etiquette? Etc. Metaverse will have its own set of cultural norms that need to be understood to conduct business within it properly.

  2. Adapt your company's culture – If your culture does not fit the Metaverse culture, adapt it to work. This may require some changes in how your company operates. For example, if your company is hierarchical and Metaverse is more egalitarian, you must adjust.

  3. Train your employees – Employees unfamiliar with Metaverse culture may not conduct business within it properly. Therefore, it is essential to train them on the proper etiquette and behavior so that they do not inadvertently offend someone or damage the company's reputation.

  4. Create a strategic plan – Metaverse is still evolving rapidly in its early stages. Therefore, it is essential to have a strategic plan in place so that your organization can adapt as needed. The plan should include how the company plans to use Metaverse, the Metaverse strategy, and what resources need to be allocated to the Metaverse initiative.

  5. Prepare for new opportunities – Metaverse is a new way of living that will change how people play, work, and interact with others. It opens up a whole realm of new business opportunities where companies can create Metaverse-specific products or tailor existing ones to fit Metaverse needs. This represents a new market segment ripe with possibilities for businesses willing to try it out.

Metaverse is still in its early stages and evolving rapidly, so it has a strategic plan to adapt as needed. Nevertheless, the Metaverse is the next step in the evolution of the internet.

Impact of Metaverse on organizations not ready

As the Metaverse continues to evolve, more and more organizations are preparing for the inevitable impact that it will have on their business. However, many companies are still not ready for the Metaverse, and they may be in for a rude awakening.

The Metaverse is a virtual world built on top of the internet. It allows people to connect with others in a virtual environment, and it is growing in popularity. The Metaverse offers many business opportunities, but it can also be disruptive.

The Metaverse is already starting to impact businesses, and it will only become more prevalent in the future. Companies that are not prepared for the Metaverse will find themselves at a disadvantage against competitors.

Metaverse is essential to business. The Metaverse is not something that companies can afford to ignore. Experts believe that the Metaverse will eventually become as popular as social networks like Facebook and Twitter, with significant implications for businesses. The Metaverse offers the potential for more direct interactions with customers. Still, it also gives companies a way to bring their products and services directly to people in a virtual environment.

Companies need to be ready for the Metaverse to avoid getting left behind as it expands and becomes more popular. Metaverse is vital for business, but organizations must prepare themselves before fully taking advantage of it.

The Metaverse is not just about gaming and entertainment. People are already using Metaverse to connect, share information, conduct business, and more. In addition, the Metaverse offers people the chance to communicate in different ways than they can in the real world, which has led to some interesting cultural changes.

People who spend much time in the Metaverse tend to be even more isolated from their physical lives than some internet users today. This disconnection from society has created a unique Metaverse culture that does not exist anywhere else.

People in the Metaverse have some characteristics that make them stand out from other online communities:

  1. Inclusiveness - Metaverse users are very friendly, and they often want to help others learn about Metaverse.

  2. Sociability - Metaverse is used for social interaction almost as much as for entertainment purposes. Metaverse users frequently connect to create new friendships or strengthen old ones.

  3. Competition - Metaverse is similar to physical games in some ways because people use it for playing games. Still, Metaverse also offers many opportunities for competition with others in the Metaverse community.

  4. Privacy concerns - Metaversians tend to be more private than their real-life counterparts because all interactions take place online, where nothing can be hidden from strangers who share the same cyber world with them.

  5. Metaversians can create different virtual identities, allowing them to express themselves in ways that would be impossible in the real world.

  6. Metaversians tend to be more creative than people who do not spend much time in Metaverse.

Metaverse brings about several other cultural changes. However, many Metaversians relate very closely with their online counterparts and make a point to look out for each other to ensure their safety while sharing information or conducting business together.

If your organization is unprepared for Metaverse, you risk alienating customers and employees. By understanding the culture and preparing your company's culture for Metaverse, you will capitalize on this exciting new technology.

Going back to the basics - "Adoption of First principles of thinking in driving adoption of Artificial Intelligence"

After 20 months of hibernation, I finally made my long-haul business trip to the United States. The trip build-up was filled with anxiety and various thoughts, and my traveling brain needed some re-oiling to get all my travel quirks, tips, and tricks back to me. However, the trip was different then what I have experienced in the last 16 years of traveling. Safety, ensuring sanitization, maintaining self-discipline on distance, and many other norms were unique; however, when I landed, I could still feel the sense of travel enthusiasm across the board. 

But in a couple of days, the concerns for the new variant of Covid-19 are causing travel bans, fear, and again putting the thoughts of the last 20 months back in everyone's mind. So how do organizations and all of us think about this DUCA environment where the concept of "Start, Stop and Continue" is constantly fluid, filled with concerns and anxiety. 

The need for First principles thinking in the DUCA environment.

The current DUCA environment is characterized by disruptive, uncertainty, complexity, and ambiguity (DUCA). First-principles thinking can help individuals and organizations to navigate this environment. First-principles thinking is a way of reasoning from ideas that are accepted as accurate and using them to derive new truths. It's a methodology for solving problems or tackling issues that can be used to drive innovation. First-principles thinking can help individuals and organizations navigate the DUCA environment by allowing them to see the world more clearly and concisely. First-principles thinking can help individuals and organizations identify the root causes of problems, find more creative and innovative solutions, and help overcome biases in decision-making. First-principles thinking is instrumental in the DUCA environment because it allows individuals and organizations to think clearly when there are so many different coming at them that they often lose perspective on what's most important. First-principles thinking can provide individuals and organizations with clarity in VUCA environments by allowing them to strip away the noise of day-to-day life, focus on what's most important, and take action towards better decisions. Thinking is a way of approaching problems instead of using an incremental method where one tries to build upon previous ideas that may be flawed since human perception tends to be subjective or biased. First-principles thinking is more objective because it reasons from a set of axioms that are established as unchallengeable. First-principles thinking has been used in physics for centuries but has only recently been applied to business and management.

Benefits to Artificial Intelligence from First Principles Thinking

First-principles thinking is a way of reasoning from ideas that are accepted as accurate and using them to derive new truths. First-principles can be used to solve problems or tackle issues in various ways, including applying artificial intelligence, which enables organizations to impact business outcomes. First-principles are an essential part of AI because we can use data analytics and machine learning techniques to benefit organizations. First-principles thinking is needed for artificial intelligence systems to learn from their mistakes and improve over time. First-principles thinking requires creativity, discipline, and dedication - three qualities every team member should possess when contributing to innovations within AI.

The first principle: "Every action has an equal and opposite reaction," can be seen as the starting point for developing artificial intelligence. First-principles thinking encourages researchers to solve problems based on this idea, where the action is defined as input into the system (e.g., entering data), and reaction is defined as what happens (e.g., output). First-principles thinking applies scientific techniques like hypothesis generation, empirical study, validation, peer review, and research publication to solve problems in everyday life or within specific industries. First-principles thinking applied to AI is helpful because it allows systems to learn from their mistakes (or lessons learned), improve over time (or with 'practice'), refine their processes (or develop new algorithms) - all without human intervention! First-principles thinking also helps to create new ideas, solutions & services. First-principles thinking encourages researchers to see problems holistically and apply creativity to generate novel ways of solving the issue at hand. First-principles thinking is a way of reasoning from ideas that are accepted as accurate and using them to derive new truths. First-principles can be used to solve problems or tackle issues in various ways, including using artificial intelligence, which enables organizations to impact business outcomes.


Conclusion:

First-principles thinking can be applied in AI, enabling organizations to drive impact on the business outcomes. Artificial Intelligence (AI) enables organizations to solve problems or tackle issues more efficiently than ever before. First-principles thinking allows an organization's AI system to identify patterns and make predictions based on data collected about past events; this means it can do so without having been programmed with all possible scenarios ahead of time. This type of intelligent processing may help solve DUCA environments where uncertainty reigns supreme, providing insights into what might happen next. A recent study found that first principles thinkers maintain their creativity over a more extended period and can better cope with complexity. First-principles thinking can help organizations innovate and drive transformation by leveraging AI's ability to compute, learn and execute autonomously based on patterns that it is exposed to.

How new technologies are being developed every year, but organisations are still hungry for insights?

New technologies are being developed every year, but organizations are still hungry for insights on what customers want. Consumers have become the "new king" in the world of business. While industries have changed dramatically over time, it is clear that companies will continue to need information on their customers to be successful. The answer? To study consumers better than ever before!

While there are many different ways to get these insights, organizations can employ emerging technologies to better understand their customers. For example, Artificial Intelligence (AI) gives companies the ability to use big data and transform it into actionable insights.

The Insights Deprived

Organizations are hungry for insights into what customers want, but there is a lot of information available about people in today's world. What's keeping companies from having the correct data? When organizations think about insights, they often focus on customer experience or feedback polls. However, when these sources produce unreliable results, they can close off opportunities to know their customers more nuancedly. Today's modern organizations are insights deprived; they cannot collect data efficiently and utilize it in meaningful ways. Insights are critical for companies who don't necessarily know what the customer wants because companies will not be able to grow into tomorrow without them.

Insights, while seemingly simple to the naked eye, are an extensive topic. Insights about improving products and services can be discovered by just observing consumers or focusing on what they're doing at the moment. Insights aren't just about getting feedback from people but also understanding why customers act the way they do when it comes to what they're interested in or not. Insights also cover a more extensive scope, as significant purchases are made for reasons that go beyond just the product itself. For instance, consumers may want more environmentally friendly appliances because it shows how much energy is being used and therefore benefits society. Insights can be gathered from different sources, but there are some significant roadblocks to getting them. Insights come from a variety of sources, which is part of the problem. Insights often fall short because they're based on what customers say or do at just one moment in time and aren't necessarily indicative of how they will act in the future. In addition, companies often face challenges when it comes to getting more than one perspective. Insights are an essential part of business, but not all sources or types of data collection yield effective results on their own. Insights can be drawn from observations of consumers' products, brand involvement, and even how products are used. Insights also come from market research (surveys or polls) and statistical data analysis to create reports. Insights are not easy to uncover, but they can be obtained through modern technological advancements.

Insights are challenging to gain because organizations aren't always using the right tools to get the results. Insights often rely on consumer feedback, but companies learn biased because customers don't always say what they mean. Insights would be easier to detect if companies paid attention to all the information that technology has available, not just a tiny fraction of it. Insights are crucial in today's global economy because it helps companies know whether their products and services meet consumers' needs. Insights are an essential part of business, but if companies fail to gather them, they cannot grow into tomorrow.

Organizations have a lot of data available about their customers, but this doesn't mean that the information is accurate. It may be possible for organizations to miss out on collecting insights without even knowing! Insights are the key to future growth because they can be garnered through studying consumers better than ever before, not just by relying on consumer feedback. Insights come from different sources, but organizations need to use them correctly not to be misguided. Insights are about understanding why customers act the way they do and what they're interested in, rather than just getting feedback from them. Insights don't necessarily come from what customers say or do at one moment in time, but this is often where companies get their wrong ideas from. Insights are not easy to gain because they often rely on consumer feedback, and organizations aren't always using the right tools to get the results they need. Nevertheless, insights are crucial in today's world because it helps companies know whether their products and services meet consumers' needs.

Artificial Intelligence the way forward

Artificial intelligence (AI) has the potential to provide insights hungry organizations with information on their customers. AI offers advantages in many areas, such as predictive analytics and intelligence. It can be used to identify existing or potential future trends. This can be done using customer data and detecting patterns of behaviors for different groups of people. AI can see consumer behavior and notice which detail is essential, such as preferences related to specific brands, colors, sizes, etc. It also provides the standard features that allow companies to "talk" to their customers through digital channels and increase sales conversion rates.

AI takes existing trends and applies algorithms to find patterns for use in targeted marketing. This can help to optimize an organization's budget because activities are less likely to be wasteful. For example, AI can use customer data to detect when people are most likely to purchase online. Predictive analytics is also beneficial because it provides organizations with the ability to allocate budgets more effort example, this very. For example, this can be used to determine which incentives are likely to influence customers during specific moments in time, such as reminding customers of upcoming birthdays or anniversaries. These are only a few of the benefits that AI offers because it can provide insights hungry organizations with information on their customers.

However, AI is not without flaws. It might be challenging to identify opportunities to scale up when they are poorly executed for unknown reasons. Therefore, it is essential that organizations use data-driven results rather than just basing their decisions on opinions or traditional trends. Organizations need to recognize that customers are individuals with different personal preferences, and it is essential to be mindful of their diversity. In addition, there are limitations regarding how much information companies can gather from customers. For instance, if a consumer does not want to receive personalized advertisements via email or other communication channels, they may opt-out altogether of communication with the company. It is also difficult for organizations to maintain a solid relationship with their customers because brands should be authentic. Consumers can tell when a company is being fake and will eventually lose trust in the brand.

In conclusion, it should be noted that new technologies are constantly being developed to help organizations better understand their customers to market more effectively. However, there are gaps AI has and limitations on how much information can be gathered from customers. Organizations need to make sure they use data-driven results rather than opinions or traditional trends when making decisions. Customers are individuals with different personal preferences, and brands need to be authentic; otherwise, consumers may lose trust in the brand.

The positive impact of digital twins on business

It's no secret that businesses are in a constant race to stay ahead of the competition. That means they need to constantly innovate and improve their offerings, either by redesigning their current products or by creating new ones altogether. But how can companies know what changes will bring about the most success without risking too much? Digital twins offer an answer.

Digital twins, also called digital clones, are models of existing business processes created to test new strategies and improvements before implementing them on real people. This is so beneficial because it enables companies to see what would happen if specific changes were made and to identify potential risks associated with those changes beforehand. This allows them to make more informed decisions when making changes that impact their operation because it's done in a virtual environment.

Before digital twins, companies had to develop ideas for improvement and hope that things panned out once they were implemented. Nowadays, this is no longer necessary; instead, businesses can see what would happen using their digital twins before introducing the changes live. This also enables companies to operate more sustainably because they can test out their models before implementing them once and for all, minimizing risks of potential failure.

Most companies have realized the benefits of using digital twins in their work. For example, Toyota has created a twin for its factory to simulate changes without having to make huge investments first. Other brands are testing new models by creating similar but separate business processes so that they can compare results between both without risking too much. It's clear that digital twins are no longer an experimental innovation but are becoming part of the core business practices at many companies worldwide.

The business case for digital twins

Companies are beginning to use digital twins to create a model of their current business that would allow them to test new strategies and improvements. Digital copies of these businesses, which are created to test new designs and progress, reproduce the behavior of real people. This makes it possible to know what would happen if certain changes were made to their current workflows or product lines.

Challenges surround the use of Digital Twins, but they can prove beneficial aside from these challenges. One advantage is that virtual copies often produce more accurate results than projections made by human employees. This also allows managers to make better decisions about where their company should focus its energies on growth or expansion. Another benefit is that Digital Twins allow businesses to break free from limited resources potentially; this means having more freedom over how companies choose to deploy their assets. Beyond this, Digital Twins can also help companies be more nimble and efficient in products or services. For example, the digital copy of a factory used for testing can be changed quickly and efficiently to represent something entirely different from what is originally built.

The positive impact of Digital Twins on business is another reason why Artificial Intelligence has become so prevalent in today's business world. Companies are trying new strategies with the aid of nearly completely accurate models due to benefits like these. When combined with improved efficiency, Digital Twins are quite valuable assets for companies everywhere.

Artificial Intelligence and Digital Twins a perfect harmony

The history of Artificial Intelligence dates back to the early days of computer science. One of the most popular theories about Artificial intelligence is that it is an artifact of human intelligence. There are many different types of Artificial intelligence. These include symbolic, general artificial intelligence, and cognitive.

Symbolic is symbolically programmed in a language that is not understood by humans or understood by humans with little understanding. General artificial intelligence is an approach to computing that will be made possible by merging three different fields: neuroscience, psychology, and computer science. Cognitive refers to the study and theory of mental function and consciousness and cognition and how it would apply to designing creatures other than humans like animals or robots.

Digital Business is a new field that is slightly different from the traditional fields in business. It will combine things like marketing, operations management, and information technology to create a whole new way of doing business.

Digital Twins are created by Artificial Intelligence which allows them to be digital copies of real-world objects or environments. Digital twins enable their users to make changes to their system without actually changing the physical properties of the object or environment being modeled. This means that products can be changed based on simulations without physical modifications in the product itself.

The positive impact of Digital Twins on business has already been seen in many areas, including logistics, engineering design process optimization, predictive analytics, data management software testing and validation, and many more.

Within the field of logistics, Digital Twins are used to monitoring the supply chain in real-time. Predictive analytics can be used on Digital Twins to determine when they will fail or what problems may occur with their environment over time. Data management software testing and validation is another area that they can be useful in. Artificial Intelligence relies heavily on data, making Digital Twins extremely useful for companies using this type of technology.

Many other industries such as healthcare, energy production, weather forecasting, space exploration, construction engineering, and urban planning are set to benefit from these technological changes. So we may see the age of Digital Twins and Artificial Intelligence in the next 10 years.

Pitfalls to avoid

While it is easy to examine the past and see what has happened, companies do not know how these changes will affect the future.

Some pitfalls that companies need to avoid when implementing digital twins are:

  • Lack of accuracy

  • Artificial intelligence that is not precise

  • Unrealistic predictions of human interactions

  • Lack of information about how changes in the past affected the future

  • Technology selection

  • Data validation and ensuring data free of bias

  • Lack of governance and validation process across different simulations

Why is it essential to avoid these pitfalls?

It is crucial to avoid these pitfalls because their business will suffer if companies do not prevent them. For example, if a company's digital twin does not accurately predict what would happen following a change in workflow or product line, then they may make unnecessary and expensive changes that could damage the company. Additionally, suppose the artificial intelligence used in creating digital twins makes incorrect predictions about how people will interact with specific modifications. In that case, this can lead to mistakes and irreversible damage to the company. Finally, without knowing how things changed when specific business decisions were made in the past, companies have no of knowing how others could affect their future. This makes it nearly impossible to predict the future and plan for changes that could happen.

How can companies avoid these pitfalls?

There are several ways companies can avoid these pitfalls:

  • Creating as many digital models as possible so that they have greater accuracy in predictions

  • Using more precise artificial intelligence, such as Quantum Artificial Intelligence, instead of imprecise AI methods currently used

  • Exploring how specific changes in the past affected their business and using this information to predict how other similar changes would affect their company's future profitability and workflows

  • Developing an accurate system that tells them what strategies worked best when implementing new ideas or improving existing ones. Enabling companies to know what to focus on when improving their company's workflow or products.

Digital twins are the positive future of business. By avoiding these pitfalls, companies will be able to take advantage of digital twins and use them to make more accurate predictions about their companies, leading to a better understanding of their customers and interactions with products. In turn, this may lead to improved products and workflows, resulting in healthier profits for the respective companies.

Closing thoughts

As the world moves towards a more digitalized landscape, business owners are looking for ways to innovate. Digital twins can help you do just that by testing new strategies and improvements without risking your current model or product line. The next time you’re thinking about changing how things work in your company, think of using artificial intelligence with digital twins to test out possible outcomes before diving in headfirst!

By creating digital models of their current business model, companies can speak to various specialists about how it would work in the future. From there, they can test-run new strategies and improve on these ideas with Digital Twins. The possibilities are endless when dealing with an infinite number of simulations for your company using artificial intelligence! Digital twins help you predict what would happen if certain changes were made to your workflow or product. With Digital Twins, owners can also see how their customers engage with the simulator and make any necessary adjustments based on that information.

The biggest benefit of using a digital twin as opposed to a more traditional method of improvement, such as A/B testing, is that you can simulate an infinite number of possibilities. Digital twins give you the chance to see what would happen if new policies or product lines were implemented. If you’re thinking about making changes in your company, don’t hesitate to use digital machines! These new products are the best way to move forward while keeping your current business model intact.

Why design thinking is the new innovation?


Design thinking is a method of creating new products and services by involving the people who will ultimately use them. Design thinking often addresses complex problems with multiple stakeholders, like businesses or customers' needs. Design thinkers are trained to solve these types of problems in an innovative way by working collaboratively to create solutions that meet many needs. Designers work outside the realm of traditional design--they invent methods for understanding customer needs and then prototype possible solutions through sketching, modeling, prototyping, etc. Design thinkers must be curious about both the world around them as well as their own assumptions about it; they must be able to observe behavior without judgment; they must be comfortable with ambiguity, and they need empathy for those they're designed for because it's important for designers not to impose their own perspectives on the people they're designing for. Design thinkers often use Design Thinking to solve complex problems with multiple stakeholders, but Design thinking can be applied to any problem at all!

Design thinking is also thought of as a "disruptive" innovation because it's so different from traditional design methods used in most businesses--it encourages designers to think outside the box and innovate. Design thinking has been around since the 1950s when it was introduced by Alex Osborn as a more human-centered method of brainstorming. Today, Design Thinking is used in many different types of industries, including enterprises, education, health care, and government.   

Design thinking teaches you how to engage others in finding solutions alongside you rather than working alone. Design thinking is a particularly good lens for looking at problems that have not been addressed in the past because it allows you to think about all of the possibilities and imagine new solutions. Design thinkers also tend to be great entrepreneurs, because they can see gaps in the market where no one has gone before and create new products or services to fill those needs. Design Thinking encourages a lot of creativity and critical thinking, abilities that are prized both by employers and universities these days.

Design thinking is basically the new design.

What do Designers Do? Designers think critically about problems, users and a viable solution before jumping into production. Designers share knowledge, Designers speak in terms of goals, Designers collaborate, Designers work with ambiguity, and Designers take responsibility for their mistakes. Design Thinking is a creative problem-solving process that uses human-centered methods to design solutions to solve complex problems. Design thinkers are curious designers. See the world from others' perspectives (empathy). Design thinkers see possibilities rather than limitations. Design thinkers make prototypes and test them quickly. Design thinkers immerse themselves in the experience they're designing for. The user comes first; everything else can change.

The need for Design Thinking

Design thinking is a process that can be applied to any situation and has been used by companies like Apple, Pixar, and IDEO. Design thinkers find creative solutions to problems and provide solutions outside the box. Design Thinking is used by designers to create possible solutions to the problems in which they are faced with, and then redesign their idea many times before finally implementing it. Designers use Design Thinking in the fields of design, architecture, engineering, and other fields that deal with complex problem solving because Design Thinking requires a lot of creativity to come up with new ideas.

Design thinkers have been integral players in various industries for decades. Design thinkers have played a part in transforming manufacturing firms from assembly line organizations at General Motors to more "human-centered" organizations. Design thinking has had an important impact on education thanks to Design Thinking pioneer, IDEO co-founder David Kelly who helped found the School of Design Thinking of Stanford University Design thinkers are needed to solve problems like poverty and environmental issues because they help pair people with resources in order to create better solutions. Designers use Design Thinking in industries like health care, food industry, energy efficiency, retail design creativity for building sustainable cities, product design, etc. and many more

Design thinking is basically applied psychology. You'll need some social science knowledge (like what cognitive science is) but it's not overly complex or anything--many famous designers don't really study it academically (they just do it by observing people). It's all about understanding how people behave. If you're really into Design Thinking, Design Sprint is a book that explains the Design Thinking process in detail with lots of fancy diagrams. Design thinking can be applied to anything but it's most often used for corporate innovation--so yes, many corporate companies are implementing Design Thinking right now (including design consultancies like IDEO).

Design thinking involves 1) empathy (understanding other people's perspectives), 2) ideation (brainstorming possible solutions to problems) and 3) prototyping (getting user feedback on your proposed solution). Design Thinking is basically an ideology that holds creativity as the key element of problem-solving. Design thinkers ask why? And then they play around with different possibilities until they come to something that works. Design thinking is also the process of crafting strategy, research, design, and development into a cohesive plan that engages people at every touchpoint design thinkers are more likely to be social scientists than designers because Design Thinking doesn't have an official standardized approach. Designers use design thinking methodologies for problem-solving but there isn't one way of doing it--it's just about getting ideas on the table and constructing something that works. Design thinking is all about creativity that uses human-centered methods to design solutions to solve complex problems.

Design thinking and applications in Artificial Intelligence

Design thinking is applied to Artificial Intelligence Journey because it increases the production of new ideas to solve complex problems. Design thinking helps people to rethink what they know about artificial intelligence. Design thinking increases the production of new ideas to solve complex problems by combining human intuition with digital tools. Design Thinking is an innovative way of having a more inclusive conversation about the future of AI.

Design thinking is a popular method for designing new products and services. Design thinkers focus on how users interact with a product, finding ways to improve user experience, rather than focusing on the technology behind the product. Design thinking is well-suited for solving complex problems that involve multiple stakeholders. Designers take into account both functional and emotional needs when developing a solution for consumers, which helps them create useful yet appealing products.

This innovative approach to problem-solving has become so widespread that even Google launched a Design Sprint program last year to teach their employees about this process! Google's Design Sprint relies heavily on research from Stanford Design Thinking Bootcamp. Design thinking is gaining more attention in the business world, and this method of innovation proves that design can be used to accomplish goals beyond art and aesthetics.

Designers use many tools to solve problems with consumers, including empathy mapping, which helps designers understand their users' needs across various dimensions. Design thinkers must also prioritize user experience when determining product functionality. Design thinking has shaped an entirely new approach towards consumerism, where companies are putting customers first by considering them throughout every stage of the design process. It's no surprise that innovative giants like Google have adopted this type of thinking in the workplace, as they understand how important it is to create solutions that meet today's consumer demands. 

Designers have started using artificial intelligence in their design process. Designers are able to create near-perfect physical products by using AI. This allows designers to focus on function rather than aesthetics, which will make their abstract designs a reality and drive consumer desire for these products. Design thinking is becoming the new innovation because of its function and creativity, and it will continue to pave the way towards creating more efficient and useful devices for consumers all over the world!

The future of Design Thinking

The future is now. Design Thinking is a problem-solving process that can be used to develop new products and services or improve existing ones. Design thinking has become more relevant than ever since it encompasses the idea of artificial intelligence (AI), which provides opportunities for human creativity.

Design thinking sits at the heart of innovation, but it also helps solve everyday problems by creating smarter ways of reaching goals. Designing products with people's needs in mind changes not only how they are developed, but facilitates easier use and improves customer satisfaction because people feel valued as both customers and individuals. Designers work together with manufacturers to ensure customer goals are met throughout the entire development process, effectively minimizing product failure rates. Design thinking has become an important part of business strategy for survival in the current marketplace.

Design thinking is an outcome-driven method that focuses on understanding people's needs, behaviors, and motivations to develop solutions that create value for them. Designers need to look into how products are made and other aspects of the product life cycle that can be improved before development takes place. Design thinking requires designers to think about their target audiences' challenges rather than simply focusing on designing a product; this could mean providing services instead of manufacturing goods all together. Design thinking also enables opportunities for creating sustainable products by learning more about how they are used in order to make them easier to recycle or reuse at the end of their lifecycle. Designing better products can provide benefits not only for businesses but for people as well; any type of problem, even seemingly small ones, can be solved through Design Thinking. Design thinking encourages people to approach their work in a creative way and find smart solutions to any problem they may face.

Design thinking is a method of creating new products and services by involving the people who will ultimately use them. Designers work together with all stakeholders to create innovative solutions that can be applied in Artificial Intelligence, as well as within other fields such as poverty or environmental issues. Design thinkers are now being trained on how to apply design thinking principles towards solving these complex problems which have multiple stakeholders for example: Design Thinking Principles Applied To Poverty. Design thinker's main goal is to "design" something better than what already exists out there, so it has become an important concept for innovators today. Design thinking should not only be used when developing tangible objects but also intangible ideas like service innovation because even though they may seem difficult at first glance, any problem can be solved through Design thinking. Design Thinking could be the next big thing in Artificial Intelligence because Design thinking can help bring humanity back to AI. Design Thinking is not only about solving problems by creating a new product, it's also about removing any unnecessary steps or barriers that exist towards achieving that solution. Design thinker's primary goal is "designing" something better than what already exists out there so instead of complaining and blaming others for all the negative things happening in this world, why don't we think of innovative ways to solve these complex challenges? Design thinking should not only be used when developing tangible objects but also intangible ideas like service innovation because even though they may seem difficult at first glance; any problem can be solved through design thinking.