Your AI changes.
So does the
control.
Qapitol continuously monitors, evaluates and reports on your AI systems in production — so control keeps pace with systems that learn, drift and change. Assurance that never sleeps, run as a managed service.
You can sign off today and be wrong next month.
AI systems don’t hold still. Models drift. Prompts change. Agents start calling new tools. The data underneath shifts. A system that passed every check at release can degrade quietly until the first time anyone notices is when a customer or a regulator does.
One-time testing answers “is this safe to ship?” It cannot answer “is this still safe?” — and for systems that act in production, the second question is the one that ends careers.
Managed AI Assurance keeps the sign-off live.
Continuous evaluation
the behaviours you validated at release, re-checked on a cadence
Drift monitoring
alerts when model or data behaviour moves off baseline
Agent workflow assurance
ongoing checks on tool use, escalation and overrides
Exception + breach detection
unsafe outputs and policy violations surfaced as they happen
Evidence refresh
the audit trail stays current, not frozen at launch
A loop that runs, not a project that ends.
This runs as a managed service on a monthly or quarterly cadence, not a project that ends. Qapitol operates the assurance loop, you get the control posture — with on-demand access to expertise when something needs a human call.
Release gates, re-certification checkpoints, and executive reporting are built into the rhythm.
Every cycle produces what the coalition needs.
A control dashboard showing current posture across all assured systems
Quarterly board / risk-committee reporting
Compliance evidence kept current for audit and customer assurance
Periodic re-certification of systems against their sign-off criteria
This is delivered using a combination of Qapitol IP and partner platforms for evaluation, monitoring and compliance. You don’t buy tools. You get a control posture that holds as your AI changes.