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Human-supervised enterprise agents

Agents that prepare and route work, not invent authority.

Coordinate research, document, risk and audit tasks through controlled orchestration and explicit human checkpoints.

Agent operating model

Specialised roles. One accountable workflow.

An agent may collect information, transform a document or identify an exception. The workflow supervisor controls tool access, routes uncertainty and records human decisions.

Research

Collect approved information and preserve source references.

Prepare

Structure drafts, comparisons, checklists and evidence packets.

Review

Apply rules, detect exceptions and request human judgement.

Record

Capture versions, sources, approvals and final outcomes.

Human-supervised agent orchestration diagram
Control mechanisms

Autonomy has boundaries.

Tool permissions

Agents receive only the tools and data required for their assigned role.

Approval gates

High-impact actions wait for a named human role before execution.

Fallback paths

Uncertainty, system failure and policy conflicts route to controlled alternatives.

Audit events

Inputs, tools, versions, outputs and reviewer actions can be recorded.