Design an AI secret broker for agent workflows with scoped credentials, short-lived tokens, policy checks, approval gates, redaction, and audit-ready access logs.

AI agent security belongs at the runtime-owned tool-call boundary where principal, grant, resource, capability, data flow, and audit get checked.

VentureBeat survey reveals 69% of enterprises share API keys among AI agents, creating major security risks for crypto wallets and DeFi workflows.