Skip to main content

How it works — agent fleets

Four tiers. One governance ceiling.

Agent fleets are not a side channel around the pipeline. Commander → Orchestrator → Task → Tool inherit the same classification, budget, and audit controls that apply to your people — with a fleet-locked ceiling that subordinates cannot raise.

  1. Tier 1

    Fleet Commander

    Sets the locked classification ceiling and budget envelope for the fleet. Activation freezes the ceiling — changes require retire-and-recreate.

  2. Tier 2

    Orchestrator

    Decomposes work into Task Agents. Every subordinate LLM call still enters the gateway pipeline with fleet context headers.

  3. Tier 3

    Task Agent

    Executes scoped work and can join collaborative sessions as an Automated Participant — visible to supervisors, governed like any other actor.

  4. Tier 4

    Tool Agent

    Narrowest tier: tool and retrieval actions only. Content above the fleet ceiling is refused before the model is reached.

Classification

A Task or Tool action above the fleet ceiling is blocked with the same refusal path as a human prompt — audit row plus optional GRC webhook.

Budget

Fleet runs spend against a cost-code envelope on the fail-closed budget path. Exhausted allocation or Redis outage returns BUDGET_BLOCKED.

Evidence

Fleet refuses emit gateway.fleet.refused and can push fleet_policy_violation into your GRC destinations — not a separate agent identity plane.

Escalate-to-human uses the same HITL approval path as standalone agents. Supervisors review fleet activity from existing conversation and admin surfaces — no parallel identity system.

See the sixteen-step governance pipeline