Do not ask only whether the model is capable. Ask whether this interaction is governable.
Register AI systems, assess individual interactions, identify risk, test evidence, require human approval, block prohibited behavior, preserve incidents, and keep the assurance record independent of the model vendor.
AI System Inventory
Register provider, model, owner, purpose, risk tier, autonomy, approved uses, data classes, and permitted tools.
Interaction Assurance
Hash inputs and outputs, assess control findings, ground claims against enterprise evidence, and preserve the result.
Operational Gates
Convert risk into PERMIT, REVIEW, or BLOCK instead of relying on informal judgment at the point of action.
Agent Security
Identify unauthorized or destructive tool attempts and compare agent behavior against its registered boundary.
Human Approval
Preserve human review as a separate attributable record without rewriting the machine assessment that triggered it.
Red-Team Regression
Re-run control tests after model, prompt, agent, policy, or application changes and preserve the results.
Assurance should be specific, not theatrical
Modern enterprise AI systems face risks that include prompt injection, data disclosure, excessive autonomy, unsupported or confabulated outputs, and insecure tool use. SwiftOPSA is built to turn those categories into attributable runtime findings rather than a blanket claim that a model is “safe.”
Evidence before confidence
An interaction can be fluent and still be unsupported. SwiftOPSA can bring semantic evidence, contradiction, authority, policy, and system risk into the assurance path before confidence is allowed to look like permission.
Assurance evidence packs
The platform can assemble system registration, interaction history, assessments, approvals, incidents, red-team runs, governance state, audit events, and fingerprints into an attributable evidence package for security, risk, legal, audit, procurement, or insurance review.
A model can change. Your assurance history should not vanish with it.
Keep the enterprise record of what was assessed, what was allowed, what required human judgment, and what was blocked.