How it works
Seven stages. No skipped steps.
This is the whole idea, in order. Each stage exists because skipping it is how AI systems fail in the real world.
Signal
Messy real-world inputs arrive: county records, parcel geometry, photos, listings, field reports.
DeedSonar ingests county evidence; FindSellProfit reads photos and listings; the Liquidity Engine reads field signals.
Evidence
Inputs become claims with sources kept. Missing facts stay missing — they are never quietly turned into zeros.
Every product renders its evidence with provenance; contradictions are preserved side by side.
Decision
Economics and options are computed before anything is committed — including the routes that do not work.
FindSellProfit computes the absolute maximum buy; the Liquidity Engine ranks options least-destructive first.
Authority
A checked gate decides what is allowed. A model can propose; only authority can permit.
Approvals are scoped and one-shot. Refusals are recorded with the same care as actions.
Action
Only authorized work executes, reversible by default wherever possible.
Offers prepare, workflows run, dispositions route — inside the granted scope and nowhere else.
Receipt
Everything that ran leaves a verifiable record: what, when, under whose authority, at which SHA.
DeedSonar production attests its own SHA; each ProofOS court writes a machine-readable receipt.
Outcome
Results are recorded against expectations, so the system can be calibrated on reality — not vibes.
The Liquidity Engine records expected vs actual for every synthetic close; the learning loop stays honest.
Run it yourself — sandboxed
Six real steps, no external write. The gate refuses, and even the refusal gets a receipt.
Public-safe signal is registered
SANDBOX · source.registered · canonical-document
Claim is extracted with its source
SANDBOX · claim.extracted · source retained
Contradiction stays open
SANDBOX · claim.contradicted · both source sets visible
A reversible scenario is compiled
SANDBOX · scenario.compiled · no external write
Authority gate withholds production action
SANDBOX · decision.gated · read-only boundary
A sandbox receipt records the refusal
SANDBOX · receipt.recorded · outcome: NOT_EXECUTED