NEWSLETTER

The AI Product Brief

Weekly insights on building AI products in the enterprise, enterprise-startup translation, and thinking from first principles. Written by a PM who ships, not a consultant who advises.

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What's Inside

What You'll Get Every Week

Deep Dive

Product Breakdowns

How real AI products get built, shipped, and scaled inside enterprises. The decisions, trade-offs, and lessons that don't make it into the case studies.

Intelligence

AI Industry Intelligence

Regulatory moves, model releases, product launches, and what they mean for builders across healthcare, education, consumer, and enterprise. Curated from 50+ sources weekly.

Frameworks

Frameworks & Mental Models

Frameworks for product management, stakeholder navigation, and first-principles thinking. Things I've actually used - not borrowed from textbooks.

Early Access

Tools & Resources

New templates, updated guides, and early access to resources before they hit the public page. Plus my honest takes on AI tools as I test them.

Enterprise AI Why 90% of Enterprise AI POCs Never Make It to Production

Regulation The FDA's New AI Framework: What PMs Need to Know

Frameworks RICE Scoring Doesn't Work for Regulated Products - Here's What Does

Case Study How I Shipped 3 GenAI Products in 6 Months at HCLTech

Enterprise × Startup The Enterprise-Startup Translation Problem Nobody Talks About

GenAI RAG vs Fine-Tuning: A PM's Decision Framework

Product Strategy Why Your AI Product Roadmap Is Backwards

Clinical Trials Clinical Trial AI: From Protocol to Production

Audience

Who This Is For

Product Managers Building with AI

Building AI products in regulated industries? Weekly insights from someone doing it in production - not from the sidelines.

Enterprise Leaders Evaluating AI

Making buy/build decisions for AI? Frameworks and vendor intelligence to cut through the noise and make better calls.

Aspiring AI PMs

Breaking into AI product management or pivoting from traditional PM? Learn what building AI products across healthcare, EdTech, and enterprise actually looks like from someone doing it.

The Author

Written by a practitioner, not a pundit.

Devangshu Mitra - AI Product Leader at HCLTech building 10+ AI and GenAI products across regulated industries. Based in Silicon Valley. MS Analytics, UT Dallas.

This newsletter exists because most enterprise AI content is written by consultants who advise, not builders who ship. Every issue comes from direct experience - real products, real trade-offs, real lessons.

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