The Problem

Hidden Crisis

85% of AI training data has unclear provenance. Companies train models on content without knowing its legal status.

Legal Risk

Copyright infringement lawsuits, model recalls, and regulatory penalties threaten AI companies worldwide.

Regulatory Pressure

EU AI Act requires provenance tracking. Non-compliance means fines up to 6% of global revenue.

The Solution

FingerprintMinHash + NLPVerifyMatch & AssessOn-ChainMantle L2

Immutable Fingerprints

Unique, tamper-proof signatures that cannot be forged or altered.

Source Verification

Automatic matching against 102+ known sources with risk assessment.

On-Chain Recording

Every transformation permanently recorded on Mantle L2 blockchain.