Operational Trust validates and certifies the enterprise capabilities available to AI, then enforces current organisational authority whenever governed work proceeds.
AI has no identity or authority of its own. Every action remains attributable to an identified person acting under an active Business Role—the approved job function under which that person is performing the work.
Certification addresses readiness for a defined scope.
Runtime authorisation addresses the current execution.
Operational Trust evaluates verified identity, active Business Role, organisational authority, business scope and Dimensions, existing permissions, policy conditions, capability certification and approval state.
The active Business Role establishes responsibility. Dimension values identify the records inside that responsibility. Protection rules apply that scope across systems, and governance certification tests that it holds across connected relationships.
Who is responsible. The approved job function under which the person is performing the work.
Which records are in scope. Reusable business boundaries such as region, legal entity, customer, project or amount. Reusable boundaries avoid role explosion.
Where the scope applies. Searches, retrieved context and capability requests respect the same business boundary.
Enterprise Knowledge defines business meaning, relationships, authoritative sources and approved business capabilities. Operational Trust does not create those definitions. It validates whether the configured definitions and controls behave as expected.
The relevant customer business and technical teams inspect schemas, mappings, cross-system relationships, Dimensions, protection, capability definitions, authentication, execution behaviour and end-to-end results.
Could supply the wrong customer or agreement context.
Could expose information outside the permitted region.
Could reach the wrong system or produce an unexpected result.
Datasource operations pass validation, integration and end-to-end tests. AI does not use an operation whose execution behaviour has not been verified.
Business meaning and exposed capabilities are complete enough for governed work. AI does not act from incomplete or ambiguous context.
Access rules determine who may see or use what under which business conditions. Data or operations do not cross the intended person, role or Dimension boundary.
Integrators validate and certify capabilities as they are prepared for an environment. Material changes return the affected scope through certification before promotion or wider AI use.
When applicable trust gates are enabled, denied or review-required results block the configured publication, promotion, Role Assistant exposure or Runtime path. The customer platform team confirms each environment’s gates and enforcement settings.
Business and technical teams test the intended outcome, sources, knowledge behaviour, role and permission scope, governed operations, approval paths, Evidence requirements and safe handling of missing or denied conditions.
Only an approved version becomes eligible to be made available.
Operational Trust verifies who is acting, the active Business Role and Dimensions, permitted information, capability eligibility, approval state and whether the specific operation may proceed.
Authorises the current person and work.
Decides execute, wait, complete or safe stop.
Applies its native controls and remains authoritative.
An account team wants a Renewal Assistant to prepare renewals while current human authority remains enforceable.
Missing or conflicting information is not permission. If identity, scope, permission, policy, certification or approval cannot be established, governed execution does not proceed.
Identify capabilities genuinely ready for governed AI use.
Stop uncertified, out-of-scope or currently unauthorised operations.
Explain allow, deny, wait and safe-stop outcomes.
Do not proceed when identity, information, approval or policy cannot be verified.
Connect validation and certification to operational outcomes.
Paper governance explains what should happen.
