Multi-Agent Orchestrator
Coordinates specialist agents, delegates tasks and consolidates results under supervision.
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Claude Partner NetworkOfficial Anthropic partnerCross-functional · GovernanceGovernance & Human-in-the-Loop Agent
Proposes high-impact actions and queues them for human approval before anything runs (Level 3 autonomy).
In short
What the Governance & Human-in-the-Loop Agent is.
The Governance & Human-in-the-Loop Agent is a Luby AI agent for any department, built for companies in any industry. Proposes high-impact actions and queues them for human approval before anything runs (Level 3 autonomy). It runs at autonomy level 3 (supervised): runs the routine and escalates exceptions and approvals to a person.
How it works
From request to result, step by step.
An illustration of how the agent works. In a project, each step is designed around your process and your systems.
Inputs
Actions proposed by agents
Governance & Human-in-the-Loop Agent
- 1Proposes the action with evidence
- 2Sends it for human approval
- 3Executes after approval
- 4Logs the audit trail
Guardrails · decision log · approval limits
Human in the loop
Human approvalapproves exceptions and thresholds
Outcomes
Approved, audited actions
Pain points it solves
Where this agent makes a difference.
Business outcomes
What changes in your operation.
Outcome
Autonomy with control
Outcome
Audit and compliance
Outcome
Risk under governance
Where it applies
Industries
All industries
Departments
Any department
Governance
autonomy levels →Level 3 · Supervised. Runs the routine and escalates exceptions and approvals to a person.
Every decision is logged with evidence, there are approval limits and the agent can be paused at any time. See also the technical foundation behind the agents.
Related
Agents that work together.
Memory & Context Agent
A long-term memory layer: captures interactions and personalizes the other agents over time.
Learn more →Deep Planning Agent
Breaks complex goals into a plan, delegates to sub-agents, critiques the work and finalizes it.
Learn more →FAQ
Questions about the Governance & Human-in-the-Loop Agent.
What does the Governance & Human-in-the-Loop Agent do?
Proposes high-impact actions and queues them for human approval before anything runs (Level 3 autonomy). Steps: proposes the action with evidence; sends it for human approval; executes after approval; logs the audit trail.
Does the Governance & Human-in-the-Loop Agent replace people?
It isn't designed to. It runs at autonomy level 3 (supervised): Runs the routine and escalates exceptions and approvals to a person. High-impact decisions stay with your team, with approval limits, an audit trail and an immediate kill switch.
What results does the Governance & Human-in-the-Loop Agent deliver?
Autonomy with control; Audit and compliance; Risk under governance.
Which industries does the Governance & Human-in-the-Loop Agent apply to?
Companies in any industry, in any department.
Talk to an AI architect
Could the Governance & Human-in-the-Loop Agent work in your company?
Tell us where it would run. An AI architect checks the fit with your process and systems and sends you the top opportunities.
- 1A senior architect, not an SDR30 minutes with someone who has shipped agents to production.
- 2Your top 3 agent opportunitiesRanked by payback, with the systems and approvals each one needs.
- 3No commitmentYou keep the shortlist whether or not you work with Luby.
Thanks! A Luby AI architect will email you to set up the session, usually within one business day.
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