What we've learned about making AI useful inside real companies — written for the people who have to make it work.
A successful pilot proves something can work. Production proves it keeps working. The gap between them is mostly operational.
Retrieval-augmented generation is easy to demo and hard to get right. Here is what separates a toy from a tool.
How to choose a first AI use case that is worth doing, feasible to build and safe to run.
We're happy to talk through how these ideas would play out in your workflows.