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.
Tagged “cost”
Everything Sunil Kumar has written about cost in the context of agentic AI in production.
How to evaluate an agentic AI vendor
Seven steps to evaluate an agentic AI vendor before you sign - refusals, evaluation set, traces, cost per run, compliance, ownership, pilot. With a checklist.
Ten thousand runs a day changes the price
An agent that cost cents per run in the pilot cost far more per month at scale. Routing, caching and a budget ceiling fixed it; the ceiling mattered most.