- Product Leader in the Age of AI
- I build products and systems that help people learn, decide, and operate better — by
translating emerging technology into trusted, scalable human experiences.
Over the past 20+ years, I've worked across startups and large technology platforms including
Google, Tata Digital, Accel, and PurpleYogi, building at the intersection of
AI, product strategy, design systems, and human behavior.
- Current focus
- AI-native products, human-AI systems, knowledge platforms, and large-scale
product strategy.
- A career shaped by major technology shifts
- Discovery Systems
-
My early exposure to AI began at PurpleYogi, where I worked on the
Discovery System Explorer, along with internal taxonomy and classifier tools for
organizing information based on context and concepts, not just keywords. It was an
early and formative experience in discovery, machine intelligence, and human-facing information
systems.
- Expanding the Reach of Technology
- At Google, I worked on foundational product efforts across
Search, Maps, News, Ads, and Emerging Markets, helping adapt and extend digital
products for India and other global contexts. This included work on Google Map Maker, Indic
fonts, international search UX, landmark-based directions, transliteration, Google News
personalization and more.
- A lot of this work was not just about "localization."
It was about expanding access, participation, and usefulness for entirely new
populations coming online.
- Understanding Human Learning
- Among the work I did as an independent consultant, I worked on reimagining online
education not just as live video classes, but as a more intelligent, measurable, and adaptive
learning system.
- This included designing a unified learning platform with:
- Real-time classroom interaction
- Engagement and attentiveness signals
- Analytics to better understand teaching effectiveness and student comprehension
- The broader goal was to help make teaching and learning more observable,
improvable, and scalable.
- Building Product Leverage Across Startups
- Through Accel and my independent practice, I worked with founders and product teams
across a wide range of companies and categories — helping shape products through problem definition,
systems thinking, and product strategy.
- That work reinforced a pattern I still believe deeply:
- The most important work in product is often not feature definition. It is
problem definition.
- My work spanned 100+ portfolio companies and included building structured ways to
assess product and growth maturity.
- Building Foundational Platforms
- At Tata Digital, I was part of a foundational period of work helping
build financial services and payment systems for the Tata Neu ecosystem.
- This included work across:
- Payments
- UPI
- Financial services modules
- Design systems
- Product and design team building
- New financial product launches
- This was deeply systems-heavy product work where infrastructure,
trust, and execution matter as much as interface.
- The work I'm most drawn to sits at the intersection of:
- Technology Capability × Human Behavior × Product Systems
- I believe that
-
- AI should augment human capability, not just automate tasks
- The hardest product problems are usually systems problems
- The most important work in product is often problem definition, not feature
definition
- Emerging markets are where product thinking gets tested hardest
- The future belongs to leaders who can connect humans, systems, technology,
and judgment
- I care about
-
- Building and leading products in areas such as:
- AI-native products
- Human-AI collaboration systems
- Knowledge and learning platforms
- Discovery and recommendation systems
- Products for the next billion users
- Platform and ecosystem product strategy
- I write about
- How AI is reshaping design, product development, education, leadership, and creative
work.
- Across these essays, the recurring argument I make is that AI should not replace
human judgment, but amplify it.
- My writing consistently focuses on practical AI, first-principles thinking,
problem framing, creative authority and the changing role of designers and product
leaders in an increasingly AI-native world.
- Writings from sree.blog
- Building
Products in the Age of AI: A Product Leadership
Manifesto
- April 08, 2026
- A rethink of how products should be built in an AI-native world.
Away from rigid processes toward experimentation and iteration.
A case for speed, judgment, and adaptability in building under uncertainty.
- Designing
in the Age of AI: Part II - Senior Designers
- April 07, 2026
- On how senior designers must evolve to stay relevant.
A case for becoming strategic yet hands-on player-coaches.
Seniority redefined as adaptability, not accumulated expertise.
- Designing
in the Age of AI: Part I - Fresher/Early Career Designers
- April 07, 2026
- A guide for early-career designers on what to focus on now.
Thinking, curiosity, and problem framing matter more than tools.
Building judgment, not just execution skills.
- Applied AI Manifesto
- April 05, 2026
- A practical philosophy for building AI that actually matters.
Grounded in utility, reach, and real-world human impact.
Beyond hype — toward thoughtful, embedded applications.
- The
Senior Monopoly: Why the "Hollowed Middle" may be an aberration this time, but "Junior
Erasure"…
- February 17, 2026
- An analysis of how AI may distort traditional career structures.
On the erosion of junior roles and talent pipelines.
Whether short-term efficiency creates long-term risk.
- The Senior
Designer's Dilemma in the age of AI
- February 17, 2026
- The identity challenges facing senior designers, examined.
What remains uniquely human as AI generates outputs.
This moment framed as a transition, not a collapse.
- The
Master's Manifesto
- February 16, 2026
- On creativity and authorship in the age of AI.
Machine optimization contrasted with human judgment and taste.
Mastery matters more when output becomes cheap.
- How
may the manager/director roles evolve in the AI world.
- February 16, 2026
- On how leadership must change as AI accelerates execution.
The role shifts from oversight to judgment and direction.
Clarity matters more than control.
- The Senior Designer's
New Playbook
- December 18, 2025
- What it means to be senior in the age of AI, redefined.
New paths: Super IC and player-coach.
Leverage and adaptability matter more than tenure.
- The
Vanishing Interface: Redefining Design and designers
- July 25, 2025
- A future where interfaces become less central or visible.
Design shifts from screens to systems and intent.
Designers repositioned as problem finders and decision-makers.
- Liquid
Glass: A Beautiful Detour, Not The Future of Interfaces
- June 17, 2025
- Visually striking but strategically shallow interface trends, critiqued.
Whether aesthetic novelty is mistaken for long-term direction.
Design grounded in context, not just visual experimentation.
- Why
AI-Generated Design Is at Risk of Repeating History
- June 11, 2025
- Parallels drawn between AI tools and past design excesses.
The risks of producing output without understanding.
Good design requires reasoning, not just generation.
- Simplicity
in Interface Design: Complex Isn't Always Complicated
- June 06, 2025
- A challenge to the idea that simple means minimal or empty.
Inherent complexity distinguished from poor design.
Simplicity defined as clarity, structure, and usability.
- Canvas to pixels: Transitioning from Artist to UX Designer
- June 05, 2025
- A guide for artists transitioning into UX design.
Focus shifts from self-expression to user-centered problem solving.
Creativity reframed as disciplined, outcome-driven thinking.
- AI as
a Wingman, Not a Co-Pilot: The Future of Design
- February 19, 2025
- AI should support designers, not replace their authority.
Over-reliance risks shallow, formulaic work.
AI as a powerful amplifier — not a decision-maker.
- The
Uncharted Path to Super-Intelligence: A commoner's thoughts
- November 2, 2024
- How close we really are to super-intelligence, questioned.
Current AI is powerful but fundamentally narrow.
Real human augmentation over speculation.
- The
Evolution of Designer-Engineer Collaboration in Software Development
- October 25, 2024
- How collaboration has evolved across eras of software development.
Design and engineering becoming more interdependent.
Co-creation over handoffs in an AI-driven future.
- AI in
Healthcare: A Revolution in Progress
- October 23, 2024
- On how AI can augment — not replace — medical professionals.
Its role in diagnosis, efficiency, and decision support.
Innovation balanced with trust, ethics, and human judgment.
- The Future of Design
in the Age of AI
- October 22, 2024
- How AI reshapes what designers are valued for.
Execution separated from judgment, empathy, and problem framing.
Design is moving from output to direction.
- Augmenting School
Textbooks with AI
- October 21, 2021
- How AI can augment — not replace — education.
Textbooks evolved into adaptive, intelligent learning systems.
From static content to dynamic, curiosity-driven learning.
- The
Path to AI Empowerment: Unlocking a Supercharged Future
- October 20, 2024
- AI framed as a way to amplify human capability, not replace it.
Real impact: productivity, creativity, and decision-making.
A future built on empowerment, not fear of automation.
- Nuclear
Fusion vs. Super-Intelligence: A Tale of Two Scientific Frontiers
- October 19, 2024
- Fusion's disciplined progress contrasted with the ambiguity of super-intelligence.
Narratives that lack clear definitions and measurable milestones, questioned.
Rigor and clarity over speculative technological hype.
- Award Winning Projects
- Macromedia Award (for ColorsOfIndia.com)
- Adobe MAX Honorable Mentions - Rich Internet Applications (for InfiGrid)
- Google Excellence in Innovation Award (for Google Maps)
- Best Mobile App Award (for MoneyView)
- Educational Qualifications
- Master of Design (2000)
Indian Institute of Technology, Bombay
- Bachelor of Architecture (1996)
College of Engineering, Trivandrum.
- Timeline
- Tata Digital : VP of Design
April 2022- July 2024
- su.design : Independent Practice
April 2018 - March 2022
- Accel Partners : Venture Partner
August 2016 - March 2018
- Design Ventures : Founder
July 2014 - July 2016
- Google : Head of Design, India Lead
February 2007 - May 2014
- Tavant : Head of Design
December 2002 - January 2007
- PurpleYogi : Interaction Designer
December 2000 - December 2002
- RightHalf.com : Founding Member
September 1999 - November 2000