Tamil Content Automation Pipeline

Producing educational content in Tamil at a steady pace is slow, and automating it raises real risks around accuracy, safety and copyright.

We architected a self-hosted workflow covering topic generation, Tamil script writing, safety review, education review and approval tracking, running on local models so no content leaves the environment.

Nothing publishes without a minimum safety score and explicit human approval, with copyright-safe rules enforced and every decision written to an audit log.