Senior Technical Program Manager ยท Enterprise Consulting

Enterprise AI,
from the trenches.

I'm Nattu โ€” I run complex, large-scale delivery programs at a global consulting firm. On the side, I run my own AI experiments to figure out where these tools actually add value in enterprise contexts. This is where I write about what I'm learning: what worked, what didn't, and what nobody's talking about yet because they're too busy polishing the demo.

Natarajan (Nattu) Ramakrishnan

Latest Writing

All posts โ†’
Agent Evaluation Jun 2025

If You're Validating a Customer Service Agent, Here's How I'd Approach It

3 tiers, 24 measures, a hard safety gate, and a triage system for figuring out not just that something failed โ€” but why, and what to fix.

Read more โ†’
Natarajan (Nattu) Ramakrishnan

About Nattu

I'm a Senior Technical Program Manager at a global consulting firm, where I lead large-scale, complex delivery programs. Alongside that work, I run independent AI experiments to understand where these tools genuinely change enterprise outcomes โ€” and where they don't. This site is where I document those explorations honestly.

Enterprise AI Program Delivery QE / Testing Agent Evaluation Upskilling