Integration guides

What an AI integration actually turns on

A model going into software that already exists is mostly not a modelling problem at all. The endpoint you call and the place your data is allowed to sit decide more than the model choice ever does.

Which endpoint

A hosted API is faster to ship and an open weight model on your own hardware keeps the data in the building. Where the data is allowed to sit decides it, and benchmark scores rarely come into it.

What happens to the data

Retention switched off on a hosted endpoint is what keeps your inputs out of training sets. Residency and who can read the logs get settled before anybody writes code, because retrofitting them means building twice.

Who holds it afterwards

The keys and the middleware should end up with you rather than with the agency. An integration nobody but the agency can change is a dependency wearing a different name.

The pages these point at.