Designing how AI behaves around people.

Madhav Nair

I design AI products people can trust before they commit. At BIK, I lead product design for ecommerce. Before that, UX lead on consumer XR at Jio (Tesseract).

WorkContact
PRINCIPLES01/09
Now

Manifest and BIK.

I lead product design for AI agents that sell, support and recommend inside the store.

Read the Now chapter
Manifest recommending three M'Next heel cards, each priced, with add to cart.
Avataar

Creator and Velocity.

Product design super IC on GenAI products and AI pipelines. I worked on two products: Creator, where retailers make 3D videos, pages and configurators for their listings, and Velocity, which turns a product link into a marketing video.

Read the Avataar chapter
Velocity on a laptop, turning a headphones product page into a video titled Active Noise Cancelling.
JioTesseract

JioImmerse, JioCinema, and the OS behind JioGlass.

I led UX on JioImmerse, JioCinema and the OS behind JioGlass.

Read the JioTesseract chapter
The OS behind JioGlass, with JioCinema, JioTV, and JioGames.

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Playground

Self-initiated products.

Experiments I shipped that people use, free and open source.

Two model replies to the same customer message, side by side with trade-offs.Two model replies to the same customer message, side by side with trade-offs.

LLM conversation lab

Write a real user line, run it across models, compare the replies.

Hyper Spec: select an element, describe the change and export the context.Hyper Spec: select an element, describe the change and export the context.

Hyper Spec

Turn any live page into a spec your AI can build from.

Jenyverse screenshot.

Jenyverse

Turns a sentence into a clickable prototype.

Canvas of connected notes, journeys and wireframes.

Precipice

A canvas for product ideas. Scapi and other agents edit it, with review and undo.

Open the Playground

Notes

Writing on designing and building with AI.

Madhav with his eight bots: Brandy, Rum, Tequila, Whiskey, Gin, Vodka, Scotch and Chief.

· 5 min read

I let bots take over my website. It went fine, mostly.

Eight AI agents, one owner per job, and one rule for shipping to production.

Two MCP tools: a Figma-versus-live page check and a Clarity data query.

· 5 min read

Two small MCPs that took the busywork out of my week

One MCP checks a live page against Figma. One lets Claude read Clarity data.

Canvas of connected notes, journeys and wireframes.

· 4 min read

Precipice: a canvas where product ideas stay connected

My own project: a canvas where notes, journeys and wireframes stay connected.

See all notes

Contact

Send a connection request with a short note about what you’re working on.

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