Architecture & Control Layer
SmartPropAI applies a source-linked, deterministic, fail-closed review posture to live real estate diligence. The goal is not automated opinion. It is decision-grade output that shows what is verified, what is unresolved, and what should be quarantined before economics are finalized.
EVIDENCE CHAIN
Every review is anchored to source material. Deal documents, public records, title, tax, debt, permits, and underwriting inputs are linked forward into findings so teams can see what is supported, what is inferred, and what remains unresolved.
DETERMINISTIC LOGIC
The review posture is fail-closed. Ambiguity, missing support, and documentary conflict are not smoothed into confidence. The system is designed to surface friction, preserve contradictions, and keep the reasoning chain inspectable.
OUTPUT CONTROL
- Source-to-finding traceability across deal docs, public records, and underwriting inputs.
- Separation of verified issues, unresolved gaps, and quarantined risk in the final memo.
- Decision logic structured for price cuts, holdbacks, cure paths, repricing leverage, and walk-away triggers.
Why This Is Decision-Grade
SmartPropAI is built for messy live assets where missing support can change price, holdbacks, cure paths, or walk-away decisions. The method does not smooth ambiguity into confidence. It preserves the evidence chain, forces determinism where possible, and quarantines what cannot be substantiated.