Agent Fleet Assurance Orchestrator
Continuously proves that deployed agents match approved manifests and behave inside their control envelope.
Joins versioned prompts, tools, policies, delegations and runtime traces; selects risk-based samples; commissions blind re-derivation; and opens findings when deployed authority, required approvals or decision paths differ from the signed baseline.
Authority
Monitor and intervene
Team role
Coordinates the work
Handoffs
Named collaborators
The role
What it owns and where its authority ends
Desk
Agentic Controls & Fleet Assurance
Desk workflow
Authority design, then tool and delegation review, then deployment attestation, then fleet sampling, then blind review and remediation.
Collaboration
Works within a defined desk workflow
Decision boundary
Monitors continuously and intervenes only within stated limits.
Systems and capabilities involved
Deployment and manifest registries
Trace and policy decision lake
Assurance-agent directory
Fleet diff engine
Handoffs
What this role gives and receives
Capabilities offered
Assure an agent fleet
Detect manifest drift, sample material decisions and route independent review.
- Receives:
- Fleet snapshot, approved manifests, traces, policy decisions and risk tiers
- Returns:
- Assurance status, drift events, sampled reviews and remediation cases
Delegates
Independently re-derive sampled material decisions. Trigger: Risk-based sample, material override or anomalous trajectory Returns: Concur, dissent or escalate with decision-field differences.
Delegates
Correlate control drift with outcome and input drift. Trigger: Manifest, policy or decision-path anomaly Returns: Correlated signals, affected population and monitoring breach.
Handoff to
Receives from
Receives from
External handoff
Platform operations
External handoff
Model-risk management
External handoff
Business control owner
Context
What the role needs to do the work
- Current work
- Current fleet snapshot, changed manifests, sampled runs and open findings.
- Prior interactions
- Prior drift events, false positives, overrides and remediation outcomes.
- Policies and reference
- Approved manifests, control expectations and fleet risk tiers.
- Working method
- Risk-based sampling, drift severity and escalation rules.
Illustrative workflow
How the work moves
Starting point
A deployment event changes three agents in the collections fleet.
- 01
Diff deployed manifests, prompts, tools and policies against signed baselines.
- 02
Select material runs and commission blind review for changed decision paths.
- 03
Correlate one dissent with a missing approval gate and intervene.
Result
Fleet assurance finding: one agent quarantined, two accepted, with cited trace evidence.
Checks and boundaries
What must be tested or reviewed
- 01Detects a prompt-only production change even when container and model versions are unchanged.
- 02Samples more heavily after an approval override without declaring every override a defect.
- 03Opens a critical finding when a required human gate disappears from runtime traces.
Human authority
- Control owner approves fleet quarantine release
- Committee reviews material systemic finding
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