The idea sounds risky: an AI that writes directly into your customer records or your books. One misunderstood sentence, and an entry is wrong or gone.
That is why the AI itself has no write access. A request in chat turns into a proposal that you see in a form and confirm yourself, under the same rules as your own application. Only with your confirmation does the system actually write the change.
What ports as-is
- The form itself inside the chat, with the same fields and rules as your application.
- The fixed rule that the AI only ever proposes, never writes on its own.
- Every change runs exclusively through this checked form.



