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Compliance2026-05-018 min read

MetaComp KYA Framework: What AI Agent Operators Need to Know

The MetaComp KYA (Know Your Agent) framework is an emerging compliance standard for operators deploying autonomous AI agents in financial contexts. In 2026, regulators in the EU, Singapore, and several US states have begun referencing KYA requirements in draft AI liability frameworks.

What KYA requires

KYA has four core requirements: (1) Agent identity — each agent must have a verifiable, non-repudiable identity. (2) Action logging — every significant action must be logged in a tamper-evident system. (3) Audit access — regulators and auditors must be able to independently verify action logs. (4) Revocation — operators must be able to revoke compromised agents and prove the revocation.

How Prova maps to KYA

Prova satisfies all four requirements out of the box. Agent identity is the Ed25519 keypair registered on-chain. Action logging is the BehaviorAttestation account written per action. Audit access is the public Explorer — any auditor with a PDA address can verify independently. Revocation is the revoke_agent instruction that marks the AgentAccount as revoked on-chain.

Privacy mode for sensitive actions

For actions where the payload is sensitive (medical decisions, private financial data), Prova's Vanish Core privacy mode stores only the action hash on-chain. The underlying action payload stays off-chain under the operator's control. Auditors can verify that an action occurred at a specific time without seeing the content — selective disclosure without zero-knowledge overhead.

Getting started

For operators subject to KYA requirements, Prova offers Enterprise plans with signed SLA, DPA/MSA support, and dedicated compliance onboarding. Contact us at neuralsol7@gmail.com to schedule a compliance review.

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