This foundation is designed to scale from a single county to nationwide coverage without rebuilding the core engine. By keeping the AI strictly fenced inside versioned pricing logic and real-world geometric data, we are building a million-dollar quoting engine that completely automates your top-of-funnel sales without ever misquoting a customer.
Confidence scoring blends geocode, parcel and measurement confidence into one number that decides Book Now vs. Request Review — low-confidence quotes never auto-book, they land in an exceptions queue. The AI assistant is grounded only in the active quote's own data plus your FAQ; anything outside that, it escalates instead of guessing.