Internal Prototype for AI Draft Approval and Controlled ReleaseInternal Prototype for AI Draft Approval and Controlled Release
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The approval gate is part of the architecture.
This internal demonstration combines local AI qualification and drafting with a separate demo CRM API. Approval is tied to the current draft version and hash; editing revokes it. Release is a second action that persists the approved message once in a local outbox.
Python · Ollama · Qwen 2.5 Coder 1.5B · SQLite · HTML/CSS/JavaScript.
Genuine implementation and screenshots, using fictional data. No external emails sent. This is an internal prototype, not a production deployment.
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