Continuous Monitoring
Keeping the guarantee live after a model reaches production.
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.