Insights on AI compliance, data sovereignty, and cryptographic proof.
AI systems process protected health information but can't prove it's destroyed. Here's the compliance gap — and how cryptographic proof of destruction closes it.
Regular deletion doesn't prove anything was destroyed. Cryptographic proof of data destruction uses TEEs, Merkle trees, and destruction nonces to create verifiable evidence.
GDPR's Right to Erasure requires provable deletion of personal data. AI inference pipelines can't provide this — creating a billion-dollar compliance gap.
SOX Section 404 requires internal controls over financial reporting. When ML models process financial data, most organizations can't satisfy audit trail requirements.
A sovereignty event is one AI inference plus one verified destruction — a new atomic unit for compliant AI. Here's why it changes everything.