AI Integration

Practical AI inside a product: drafting, sorting, search, and assistance with a human still in charge.

AI is added where it removes a real task — summarizing a thread, classifying an inquiry, drafting a reply, searching your own content. The product shows what the model did and lets a person correct it. Keys and prompts stay on the server. The feature is scoped so it can be turned off without breaking the rest of the system.