Insight
Useful questions before you build.
Notes for owners and operations leads. Start with the work, check the economics and give the system a clear boundary.
Buying an audit
An AI audit should end in a spending decision.
A list of tools is easy to produce. A useful audit tells you which work is worth changing, what it might cost and what you need to know before committing.
Choosing the build
Some jobs need an agent. Many need a better workflow.
Start with how much judgment the task needs. The right architecture follows the work, even when the simpler answer is less interesting to demonstrate.
Running the system
An approval button needs a job too.
Human review helps when someone knows what they are approving. A queue full of unexplained outputs can move the risk around without reducing it.