Complete AI Lifecycle Provenance

As organizations deploy AI and Large Language Models in safety-critical applications, regulatory bodies demand complete transparency and auditability. FALKOR provides blockchain-verified provenance tracking across the entire AI lifecycle - from training data sources through model deployment and inference logging - ensuring compliance with emerging regulations like the EU AI Act while maintaining the immutability required

Why the Platform Delivers Blockchain-Verified AI Provenance

Immutable Lifecycle Record

Every dataset approval, model version, prompt, context source and AI decision is anchored as a cryptographically verifiable event, creating a tamper-proof history from training to live inference

End-to-End Lineage Linking

The platform connects data, models, policies and outputs in a single chain of evidence, proving exactly which inputs and versions influenced any AI outcome at any point in time.

Independent Assurance Layer

Provenance is recorded outside the AI application itself, ensuring records cannot be altered, deleted or rewritten by the systems generating the decisions.

Secure Proof without Exposing Data

Sensitive training data and customer information remain off-chain, while hashes, metadata and permissions provide verifiable proof of integrity and authorised use.

Governance with Accountability

Identity, approvals and rule changes are captured alongside AI actions, enabling regulator-grade explainability, dispute resolution and controlled human-in-the-loop oversight.

Talk to us about enabling complete AI lifecycle provenance in your organisation

The platform delivers independent, blockchain-verified provenance across the full AI lifecycle — from data and models to context and decisions — giving organisations the confidence to deploy AI with transparency, accountability and regulatory assurance.
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