AI programs expand your risk surface: sensitive training data, high-value models, and artifact sprawl. Sidechain pairs Data Encryption, Key Management, and Managed HSM to protect AI data and IP end-to-end—then proves it.

Where AI creates new risk

• Training sets: PII/PHI/financial data landing in object stores.
• Model artifacts: Checkpoints, signed packages, prompts/outputs.
• Pipelines: Ephemeral compute, shared storage, many identities.

The AI protection blueprint

• Dataset encryption + tokenization: Pseudonymize high-churn fields; enforce bucket policies.
• Governed keys: Time-boxed decrypt grants for training; separation of duties for model access.
• Model signing & verification: Use HSM-backed keys; verify before deployment.
• Evidence automation: Pack includes dataset controls, key approvals, model-signing logs, and the last restore test.

KPIs to keep you honest

• Encrypted datasets % (AI scope): ≥ 95%
• Signed model artifacts %: 100% before deploy
• Approval-backed decrypts (training): 100%
• Evidence freshness: ≤ 90 days since last rotation/restore proof

👉 Engage a Sidechain AI Data Protection QuickStart to secure training data, sign models, and generate auditor-ready evidence—then hire a consultant block for bespoke governance and privacy mapping.

About Sidechain Security

Sidechain Security is an encryption-first cybersecurity partner. We design, deploy and operate enterprise-grade encryption, key management, and HSM operations across cloud and on-prem. As a long-time Thales CipherTrust & Luna HSM specialist, we delivered Managed Data Protection and audit-ready reporting for regulated industries

Contact

• Sales: [email protected]
• Support: [email protected]
• Website: https://sidechainsecurity.com