FALKOR for AI/LLM Provenance records training-data approvals, model versions, prompts, context sources, policies, approvals, and AI decisions as cryptographically verifiable events. It links these records into an independent chain of evidence while keeping sensitive data off-chain, supporting transparency, auditability, accountability, and regulatory assurance for AI deployments.