Control isnot optional.
No agent action without source-backed context, permission checks, and a decision log — review gates and escalation paths belong in the same layer as workflow state.
Overview
Trust is a deployment layer, not a legal footnote. It ships with verified context packages, approval gates, and the decision ledger from day one.
Trust across all three intelligence types
Governance applies to operational workflow state, evidence integrity, and org policy so context stays reliable and auditable.
Work intelligence controls
Role ownership, approvals, and escalation boundaries.
Data intelligence controls
Data boundaries, retention policy, and evidence integrity.
Organizational controls
Compliance posture, security standards, and change control.
Permissions
- >Permission boundaries define which agents can access which tools, data, and actions.
- >Role-based ownership ensures every workflow step has a named accountable team.
- >Approval rules gate high-risk or policy-sensitive actions before execution.
- >Escalation paths move unresolved exceptions to human owners with clear SLAs.
Observability
Execution without observability is unmanaged risk.
- +Operational telemetry tracks workflow state, queue health, and exception patterns.
- +Execution logs capture who acted, what changed, and why it changed.
- +Review surfaces expose failure modes before they compound in production.
- +Monitoring makes AI execution supportable by enterprise operations teams.
Auditability
Every governed workflow requires a clear audit trail: source events, agent actions, review decisions, escalations, and policy outcomes.
Review enterprise readinessHuman review
Human review gates are mandatory for high-risk decisions, low-confidence outputs, and policy-sensitive actions.
Request trust reviewData boundaries
- Sensitive data handling
- Scoped to permission boundaries and policy register
- Data movement
- Explicitly mapped across systems and workflows
- Retention and review
- Governed by enterprise requirements and change control
Change control
Control boundaries
- PermissionsBoundaries are explicit and enforced per workflow, role, and tool action.
- Data boundariesData classes, retention, and cross-system movement are constrained by policy.
- Human reviewCritical or uncertain actions route into review gates before completion.
- Change controlPolicy, workflow, and agent changes follow documented approval and release paths.
Operational trust outcomes
- AuditabilityA complete audit trail supports investigation, compliance, and internal control checks.
- ObservabilityDashboards and alerts provide real-time visibility into execution and risk signals.
- Enterprise postureDeployment aligns to identity, access, logging, incident response, and governance standards.
Next step
Start with one workflow.
We map one high-friction operational workflow, show where context breaks, and build an agent-ready operating layer around it — verified state, evidence, allowed actions, and a decision ledger.