A case study that assembles itself from live funnel data: detection to signature, recorded, never reconstructed.
On July 28, 2026, the builder of this system signed at King Blue Condos #4001, a unit its own engine detected, ranked, and priced against a market that clears 15.9% under ask (band plus or minus 15.8), measured by its own exit-validated index. Every step below was recorded as it happened, not reconstructed.
Detection: the signature (cohort-true discount, validated by fast market exits). Pricing: the True Rent Index (what units actually clear at, phantom exits censored). Negotiation: the leverage engine (vacancy depth, sitting time, live concessions). The human sends, views, and signs; the machine prepares everything else and records every transition.