Governance & Human-in-the-Loop Agent
Proposes high-impact actions and queues them for human approval before anything runs (Level 3 autonomy).
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Claude Partner NetworkOfficial Anthropic partnerCross-functional · GovernanceMulti-Agent Orchestrator
Coordinates specialist agents, delegates tasks and consolidates results under supervision.
In short
What the Multi-Agent Orchestrator is.
The Multi-Agent Orchestrator is a Luby AI agent for any department, built for companies in any industry. Coordinates specialist agents, delegates tasks and consolidates results under supervision. 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
Goal + available agents
Multi-Agent Orchestrator
- 1Receives the goal
- 2Delegates to specialist agents
- 3Monitors and resolves conflicts
- 4Consolidates the deliverable
Guardrails · decision log · approval limits
Human in the loop
Human approvalapproves exceptions and thresholds
Outcomes
Orchestrated deliverable
Business outcomes
What changes in your operation.
Outcome
Scale with control
Outcome
Specialization by domain
Outcome
Fewer AI mistakes
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 Multi-Agent Orchestrator.
What does the Multi-Agent Orchestrator do?
Coordinates specialist agents, delegates tasks and consolidates results under supervision. Steps: receives the goal; delegates to specialist agents; monitors and resolves conflicts; consolidates the deliverable.
Does the Multi-Agent Orchestrator 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 Multi-Agent Orchestrator deliver?
Scale with control; Specialization by domain; Fewer AI mistakes.
Which industries does the Multi-Agent Orchestrator apply to?
Companies in any industry, in any department.
Talk to an AI architect
Could the Multi-Agent Orchestrator 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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