The work,
written down.
Case studies from engagements, honest insights from the field, and short technical notes. Updated as we ship.
Notes on evaluating Claude vs GPT-class models for domain classification
A short, opinionated rubric we used recently — and the trap most teams fall into when they confuse benchmark scores with production fit.
Building an AI discovery workflow for a precision manufacturer
How we helped a 200-person manufacturing firm identify and prioritise AI opportunities — without disrupting a single production line.
Why we have an AI co-founder
An experiment in building the product we preach — and why Uriel Langley is the most honest member of our team.