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Applied AI in production

You need inference or an agent wired into a real workflow — not a demo chat that dies under load.

Constrained AI connected to ordinary systems, hardened for the hours people actually use it.

Fit

A named workflow, data you can access, and a tolerance for explicit limits.

Not a fit

“AI transformation” with no operating surface, or a request to automate judgment you are not ready to specify.

Proof for this work

Ask about this work

Say what is breaking, what you have tried, and what “done” would look like.