Insights

Technical perspectives on enterprise AI.

Focused writing on enterprise AI agents, architecture, governance and evaluation — not generic AI content.

AI Implementation

Why most enterprise AI pilots never reach production

The gap between an impressive demo and a production system is architecture, evaluation and integration — not model quality.

10 Nov 202510 min read

Agentic AI Architecture

What actually makes an AI agent different from a chatbot

An agent doesn't just answer — it plans, uses tools, and carries a task through to a result.

22 Oct 202510 min read

How to evaluate an AI agent before it touches production

Accuracy is only one dimension. Reliability, safety, latency and cost all decide whether an agent is production-ready.

18 Sept 202510 min read