Topics · Domain workflow
Regulators verify recognition and disclosed commitments match signed receipts while confidential fields remain sealed until authorized review by parties with disclosure rights.
Concrete scenario
A clearinghouse must demonstrate that a batch settled under agreed rules without revealing counterparty positions. Auditors need cryptographic proof of execution order and recognition — not a spreadsheet export from the operator or a verbal attestation from the risk desk.
Problem
Settlement and clearing systems must prove correct execution to regulators and counterparties while keeping transaction details confidential. Public proof and private payloads pull in opposite directions during audits and enforcement reviews.
Mechanism
ZK-AI separates governed anchoring from private disclosure: receipts carry commitments suitable for recognition while sensitive settlement fields stay permissioned behind profile-bound openings and sealed claims. ZKAI and GAS meter protocol settlement operations where accounting profiles apply, keeping on-log witness data limited to compact recognition facts.
Verifiable outcome
Scope boundary
Privacy-chain patterns reduce exposure — not zero-knowledge guarantees unless hybrid crypto profiles are declared, implemented, and verified for that deployment.