Writing

Write-ups on how I take generative AI from pilot to production: how to evaluate LLM agents and how to design guardrails in regulated industries.

Why do GenAI pilots fail to reach production?

Rarely the model: nobody owns the outcome and there is no measurable criterion to promote them. Production is a gated decision, not a demo.
- GenAI pilots
- production
- evaluation