01
July 21, 2026 · 6 min
How to choose AI providers without creating lock-in
A practical framework for separating the durable workflow from the models and platforms that may change underneath it.
Insights
Practical notes from the deployment layer.
Provider selection, workflow architecture, production controls, and the operating decisions that determine whether AI creates value.
02
July 21, 2026 · 7 min
What separates an AI pilot from a production workflow
The model demonstration is usually the easy part. Production begins with controls, exceptions, measurement, and ownership.
03
July 21, 2026 · 5 min
Buy, configure, build, or combine: the real AI architecture decision
Most valuable enterprise workflows do not fit neatly into a software purchase or a custom build. The right answer is usually composed.