RevOps Software Factory · portfolio demo · live backend
A coordinator plus specialist agents review a synthetic HubSpot batch and return one approval-biased verdict, with live token-cost tracking.
Synthetic data only — no real CRM. The agents make real model calls server-side, behind a cache + budget guard, so most runs serve a cached real run. Each run tells you whether it was fresh, cached, or a failback.