Findings from the CallGuard encoder → Qwen2.5-1.5B cascade on 24 hand-written challenge calls, each a loan-collection call with violations planted on purpose. Rules come from RBI's Responsible Business Conduct Directions for recovery agents (illustrative, not legal advice). All calls and voices are synthetic.
Precomputed, not live: the free tier no longer hosts model-backed demos. To run the models yourself, see the repo.