What "production-grade" actually means for an AI agent
Production-grade is a checklist, not a feeling. Five tests an enterprise AI agent must pass, on refusals, traces, ownership, budget and evaluation.
Tagged “audit”
Everything Sunil Kumar has written about audit in the context of agentic AI in production.
Why most enterprise AI agents never leave the demo
Enterprise AI agents fail between demo and production for organisational reasons, not model reasons. The three gaps they die in, and what closes each one.