Servicing Copilot / working first cut

built for the Readi bake-off by Blake Burnette · hibiscus.buzz/hire lender_id: ln_7f2a · Maple Private Credit (demo tenant)

Honest scope note: this is an in-browser demo. State lives in memory, the classifier panel replays recorded model outputs (the structured-output schema shown is the real one). The actual trial build gets Postgres behind it, live model calls with an eval harness, and your locked 20-table model. Built in one evening from the job post; that was the point.