What responsible AI deployment actually looks like in practice
Responsible AI deployment isn't a checklist — it's a set of habits your team builds over time. The companies that get it right aren't the ones with the longest…
Read more →Blog
Thinking on AI governance, deployment, and responsible systems.
March 2026
February 2026
Three AI governance mistakes we see in almost every organisation
We've worked with product companies across a range of industries, and the governance gaps tend to repeat. Not because the teams are careless — most are thoughtf…
Read more →RAG in production: what the tutorials don't tell you
Retrieval-augmented generation is well understood at the prototype stage. You embed documents, store vectors, retrieve the top-k chunks, and pass them to a lang…
Read more →January 2026
How to build an AI training program that actually sticks
Most corporate AI training programs produce the same outcome: employees complete the module, pass the quiz, and change nothing about how they work. The knowledg…
Read more →December 2025
Model evaluation basics every product team should know
You don't need to be a machine learning researcher to run useful model evaluations. Product teams that ship AI features need a working understanding of evals —…
Read more →