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What it is

Continuous Monitoring watches a certified model in operation and flags when the running model no longer matches the integrity binding it was certified against. Certification proves integrity at a point in time; monitoring extends that assurance across the model's entire deployment.

What you receive

  • Ongoing assurance that a deployed model still matches its certificate
  • Alerts the instant the running model no longer matches its certified binding
  • A continuous, auditable record of integrity over time

Why it matters

Approval is not a one-time event. A model can be modified after it is signed off — through an update, a fine-tune, or tampering anywhere in the supply chain. A point-in-time check cannot see changes that happen later. Monitoring keeps the guarantee current so a covert change does not go unnoticed.

Where it fits

  • Production AI systems under continuous compliance obligations
  • Critical infrastructure and high-risk deployments
  • Long-running agents that operate without constant human review

The methods behind monitoring are proprietary and patent-pending. What we expose is the outcome — a clear, verifiable answer you can act on.