Insights
Insights
Things we are writing about: AI strategy, agentic systems, retrieval grounded chat, evaluation and the unglamorous infrastructure layer underneath all of it.
04 Mar 2026
Why most AI pilots fail (and how to be the exception)
Most pilots stall not because the model is weak, but because nobody decided what success looked like first.
21 Jan 2026RAG vs fine tuning: which one your problem actually needs
They solve different problems. Pick the wrong one and you pay for it in cost, accuracy or both.
12 Nov 2025How to scope an AI project in a week
A five day framework to turn a vague AI ambition into a costed, lower risk plan a board can sign off.
30 Sep 2025What 'production ready AI' actually means
A demo that works once is not a product. Here is the checklist that separates the two.