One of the most important shifts we are witnessing today is this.

One of the most important shifts we are witnessing today is this.

AI is not about automation. AI is about reimagining the future.

And if that is true, then education itself must be reimagined.

As we mark the 13th anniversary of the 8012 FinTech Design Center, I had the opportunity to engage with students at the Design Spark Challenge 2026 organised by School of Design Thinking. What stood out was not just the solutions they built, but the way they approached problems.

Most of the time, we solve problems that are given to us.

This time, students chose to examine problems within their own ecosystem -their learning, their institutions, and their experience as students. That shift is important.

Because the future of education will not be defined by how content is delivered, but by how problems are framed.

In the age of AI, knowledge is no longer scarce. It is instantly accessible. What becomes critical is the ability to understand the problem, frame it correctly, and design meaningful solutions.

This is where Design Thinking plays a central role.

What I observed over 24 hours was not just learning. It was acceleration.

Students moved from:

  • understanding the problem
  • to framing the problem
  • to defining the solution
  • to building and testing
  • to finally storytelling their ideas

This entire cycle, which typically takes months in academic or enterprise environments, was experienced in just 24 hours.

That is the real insight.

The capacity to learn, think, and execute is far greater than we assume. What limits us is not capability, but structure, approach, and often, distraction. When structured thinking meets the right tools, the outcome is fundamentally different.

With platforms like Purple Fabric, students were able to move beyond simple use cases and begin thinking in terms of orchestrated, intelligent systems – not automation, but reimagination.

Equally important was what they learned about themselves.
Time management.
Team collaboration.
Breaking down complexity.

And most importantly, understanding how their own mind works.

If we can help students observe how they think, how they learn, and how they solve problems, we are not just preparing them for jobs.

We are preparing them to shape the future. Because the real opportunity in the AI era is not limited to jobs.

It lies in the ability to solve problems at scale.

India, with its diversity and complexity, offers one of the largest problem landscapes in the world. The question is whether we are preparing students to engage with it meaningfully.

Design Thinking provides that lens. AI amplifies that capability.

Together, they can redefine how we learn, build, and create impact.

March 20, 2026

The New Operating System: How Organizations Are Reorganizing Around AI Judgment

The New Operating System: How Organizations Are Reorganizing Around AI Judgment

India AI Impact Summit #4

AI WILL SCALE NOT AS A TOOL
BUT AS A CULTURE.

Recently, at an industry forum, I was listening to a discussion between business leaders about AI adoption. The technology conversation was advanced – models, infrastructure, performance benchmarks. Yet when the dialogue shifted to decision accountability, the energy in the room changed.

“If an AI system influences a critical decision tomorrow, who inside the organisation stands behind it?”

What followed was not disagreement but hesitation.

Not because leaders doubt AI capability.
But because institutions are still learning how to culturally absorb it.

This moment reminded me of the early telecom era. When connectivity expanded, organisations did not transform merely because networks improved. They transformed when communication became cultural infrastructure. Workflows changed. Governance evolved. Institutions reorganised around the assumption that information would move instantly.

Infrastructure arrived first.
Culture determined scale.

AI is now at a similar inflection point.

We often treat AI as a software upgrade – deploy the model, automate the workflow, optimise the process. But history shows that transformative technologies succeed only when behaviour evolves with them.

Electricity reorganised factories. Telecom reorganised communication. The internet reorganised information.

AI is reorganising how judgment flows inside organisations.

And judgment is the most sensitive infrastructure any institution possesses.

Many AI initiatives stall not because capability is missing, but because shared decision culture has not yet caught up.People hesitate because they cannot clearly see how human judgment and machine intelligence integrate.

Without cultural readiness, even powerful AI remains experimental.

When we built Purple Fabric, the intention was not simply to create smarter AI.

It was to design infrastructure that supports this cultural shift -where knowledge becomes explicit, decision logic is governed, and reliability becomes part of everyday operational behaviour.

Making it available as Enterprise AI on Tap reflects a belief that trustworthy AI should function like telecom infrastructure: accessible, dependable, and embedded into institutional life rather than confined to isolated innovation labs.

AI becomes transformative only when people experience it as an extension of their judgment something they can confidently stand behind.

As we continue these conversations at the India AI Impact Summit, I look forward to exploring how enterprises and governments can build cultures that are ready for AI. Not just adopting technology, but reorganising decision frameworks so trust, accountability, and human judgment scale together with intelligence.

Because in the long run, AI will not be remembered as a technology wave.

It will be remembered as a cultural one

February 20, 2026

The Missing Dimensions of AI: Restoring Darshan and Charitra to Digital Intelligence

India AI Impact Summit #3

AI DOESN’T HAVE A COMPUTE PROBLEM.
IT HAS A JUDGMENT PROBLEM.

Yesterday I reflected that the world already has enough AI capability; what it lacks is AI that enterprises can truly trust. Let me extend that thought with a simple question.

If today’s AI is so intelligent, why do enterprises still hesitate to trust it with real decisions?

We have larger models, better benchmarks, and increasingly impressive demonstrations. Yet inside banks, governments, hospitals, and large enterprises, AI adoption quietly stalls when reliability approaches 80–85 percent. Beyond that point, hesitation begins.

This is not a limitation of processing power.
It is not a shortage of data.
It is the absence of dependable judgment.

Human intelligence was never defined only by skill. In Indian philosophical thought,
intelligence has always carried three dimensions:

Darshan – how we see the world
Charitra – how we behave under pressure
Expertise – what we are capable of doing.

Modern AI has advanced rapidly in the third dimension. But systems that must support
consequential decisions require the first two as well. Without perspective and behavioral
grounding, intelligence remains incomplete. It can optimise outcomes, but it cannot yet carry
accountability

What interests us is what happens when we begin restoring Darshan and Charitra into AI
architecture – when intelligence is designed not only for performance, but for judgment.

This is the journey the Purple Fabric research team undertook: connecting the power of
compute, models, and agents with philosophical perspectives on behavior and
decision-making. We drew inspiration from dialogic traditions, including Socratic inquiry, to
structure reasoning in a way that increases reliability rather than simply accelerating output.

Today in Delhi, we shared this work publicly at the launch press conference for Enterprise AI
on Tap – Purple Fabric, India’s judgment-centric open Business Impact AI platform. The intent
is simple but disruptive: deliver decision-grade AI infrastructure on a monthly subscription
model that makes dependable intelligence accessible at scale. At ₹99,500 per month, the
goal is to challenge the high-cost, probabilistic AI platforms that have limited adoption, and
instead democratise AI so enterprises can build trust into their core decision systems.

The strongest conversations in the room were not about model size or compute scale. They
were about architecture how we design AI that organisations can stand behind.

Because the defining challenge of this AI era is not capability. It is dependable intelligence.

I look forward to continuing this dialogue at the India AI Impact Summit, exploring
how trustworthy intelligence – not just powerful models – can shape global digital
infrastructure, and why India is uniquely positioned to lead that direction.

February 13, 2026

Bridging the Urban-Rural Divide: ADK Jain Eye Hospital Celebrates 6 Years of Visionary Service

Yesterday ADK Jain Eye Hospital celebrated 6th Foundation day at Khekra, Bhagpat. This hospital is one of the very first hospital in actual Village where Urban specialists serve Rural India. The event was organised by Dr Manju Jain Verma, Chairperson, Dr. Ruma Gupta and Hospital team.

The event was attended by Asmita Lal, DM of Baghpat district, Dipender Manocha, and representatives from various social organisations across Uttar Pradesh.

In just six years, this purely charitable hospital has been serving over 90,000 patients a year.

The hospital has also achieved a significant milestone of completing 1,000 surgeries in a single month, under the leadership of Dr. Ruma Gupta.

With more than 200 eye-screening camps conducted across six districts (almost one camp every day), the hospital is actively working to eliminate preventable blindness.

ADK Hospital has also achieved self-sustainability and performs 70% of its surgeries free of cost.

The hospital has been accorded national status for training DNB students as well – one of the first such recognitions for a rural charitable institution.

This is a remarkable example of social impact driven by leadership, service, and execution excellence.

November 16, 2025

I was doing the research why in 1400, a small country like Portugal became richest power.

I was doing the research why in 1400, a small country like Portugal became richest power. It was not Italy or France or Germany or British. I found the answer today.

Portugal’s rise in the 15th-16th century is a pure technology-to-economics story.

They combined three tech breakthroughs, lateen sails (lift), square sails (speed), and deep keels (stability), into caravels and carracks that could sail against the wind. This was the world’s first “physics-driven navigation system.”

With this capability, Portugal opened the direct sea route to India, mounted cannons on ships, mastered monsoon algorithms, and built the world’s first global supply chain from Lisbon to Goa to Malacca.

Result: They broke the Arab-Venetian spice monopoly, captured 2/3 of global spice trade, earned 300-600% ROI per voyage, and became the richest nation in Europe for nearly a century.

A simple insight: technology → control of routes → control of trade → economic power.

This was the first example of tech innovation creating global economic dominance.

November 3, 2025

My Diary : Bonsai of Human Development

I was watching the beauty of Bonsai Tree and some of them are over 500 year to 800 year old. The size of branch and leaves have changed.

The size of leaves and Branches are defined by DNA. This means external factors can change DNA during its own life. Someone calls this phenomena under epigenetics.

I am relating Bonsai story to ‘Minds of Villagers’. Over the period of time when someone cuts the branches again, the tree start shrinking, the leaves start shrinking. At one point of time the DNA of human grown there also becomes Bonsai.

Just a thought strike – Are 500 year plus tribes in various countries in world are modern ‘Bonsai of Human Development.’

October 18, 2025

5 Lamps Inside You – Diwali

While we all light our homes, take a few moments today to light a few lamps within yourself and sit in silence with your eyes closed.

Light the first lamp inside you and let it burn away any anger or jealousy you may have had towards anyone till date; see it melt away.

Light the second lamp and let it burn away unwanted greed and desires. Feel happy and content with what you have been blessed with.

Light the third lamp and let it fade away all insecurities that linger in your mind – about anything, even your finances. Believe that God has given you life, and He will surely give you enough to thrive.

Light the fourth lamp and carry its glow to every part of your body. Let it burn away diseased cells or any ailment in the making. Feel healthy as this lamp travels through your body, illuminating each organ.

The fifth lamp is a miniature of the Sun – the divine light. Light it in the centre of your being and let it fill you with warmth and love. Feel one with the Divine. Let this love and warmth flow through your smile, your eyes, your words, and your presence. Carry this love with you throughout the day.

Wishing you a Happy Diwali!

October 2, 2025
July 22, 2024

My Diary – Finding Beauty and Commerce in the Wonders of Nature

Nature

Nature is a true example of Beauty unlimited – you just needs an eye to observe from design of plants, flowers, fruits, animals, blue sky with colours, Oceans, multiple weathers.

Nature is Pure Science known or unknown – you just need a curious and persistent mind to connect the dots into algorithms or phenomenons.

Nature produces entire Commerce for keeping all humans engage in our lives. It’s only we design derivatives of original products from metal to food to create so called ‘economic value’.

July 1, 2024

Observations in Children’s Entertainment: Exploring the Impact of Fight Scenes on Young Minds

Yesterday, I questioned the fight scenes even in animated movies made for children on Facebook and LinkedIn. I received a lot of insights from your comments. I am documenting a few of the observations here.

1. Fight scenes train a child’s mind for better defence.
2. Fight scenes build ‘violence’ as a key method of resolving any difference of opinions/perspectives/expectations.
3. Violence sells better among audiences which means we as developed human being still love ‘animal’ instinct of physical force over logical conversations (dialogue) to resolve difference of opinions/perspectives.

Somewhere I am confused with our ‘expressed’ behaviour i.e. we must live with love as a key uniting force of humanity vs. ‘suppressed’ behaviour of liking physical dominance.

Please share your thoughts on this dichotomy of our behaviours.

May 2, 2024