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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.
What you leave with
- A specific task, not an open-ended chatbot by default
- Server-side calls with keys kept private
- A review step before anything is sent or saved
- A fallback when the model is unavailable