Perspectives

How I think about enterprise AI

Short essays on the platform, operating-model, and governance decisions that decide whether AI reaches production — drawn from leading AI platform work at Krutrim, Ola, and HERE.

• Enterprise AI · 3 min read

  Why Most Enterprise AI Initiatives Stall Before They Matter

  The pilots work. The demos impress. Then nothing ships to production. The problem is platform thinking, not technology.

• Production AI · 4 min read

  The Real Work in Production AI Is Managing Tradeoffs, Not Selecting Models

  When running AI at scale, model selection is maybe 20% of the problem. The other 80% is system design.

• Agentic AI · 4 min read

  Agentic AI Changes More Than Your Tech Stack — It Changes How Work Gets Done

  Most of the conversation around agentic AI is still focused on the model layer. The more important shift is operational.