From ten years to three days
Mailbox corpus narrowed with signals before model calls.
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.
A named workflow, data you can access, and a tolerance for explicit limits.
“AI transformation” with no operating surface, or a request to automate judgment you are not ready to specify.
Mailbox corpus narrowed with signals before model calls.
A live agent integration that has to survive production load.
Partner-scoped co-pilot wired into a real operator surface.
Say what is breaking, what you have tried, and what “done” would look like.