PromiseCheck
Paste a borrower's reply from a collections call to see if it is a real promise to pay, how likely it is kept, and what to do next.
A prototype for one question: when a borrower tells a collections voicebot "haan, kar dunga", is that a real promise to pay?
Most voicebots log every yes as a promise to pay. PromiseCheck reads what was actually said, pulls out the promise (date, full or split, hedges, someone else paying, whether the bot put the date in their mouth), scores how likely it is to be kept, and picks the next action: confirm by message, firm it up with a callback, or hand it to a human. Every planned call stays inside the RBI 8 am to 7 pm window.
The live demo takes a typed or spoken reply and can run a 30-case evaluation. The call data is simulated, and the README says so: the rules extractor scores 19 of 30 on a hand-written golden set of hard cases. Built with Lovable and n8n, with an LLM extractor prompt for Gemini.