Writing
Product essays on AI, platforms, and credible launches.
Writing on AI product strategy, agentic systems, evaluation, workflow integration, business value, and the operating work behind production-ready products.
The Agentic AI Product Gap
Why the hard part starts after an agent gets the first task right
A practical argument that agentic AI becomes product work when systems move from answering to acting. The article introduces the Agentic Product Stack as a way to reason about workflow fit, risk, autonomy, evals, monitoring, governance, and value.
From Hype to Value: Why Most AI Pilots Fail and How to Ship Real ROI
Most AI pilots stall before production. The teams that get value tend to connect unique data, workflow integration, rigorous evaluation, and early governance.
A pragmatic playbook for moving AI pilots from impressive demos to production systems that affect workflows, metrics, governance, and business outcomes.