Multi-Agent Orchestrator
Coordinates specialist agents, delegates tasks and consolidates results under supervision.
Learn more →
Claude Partner NetworkOfficial Anthropic partnerCross-functional · GovernanceDeep Planning Agent
Breaks complex goals into a plan, delegates to sub-agents, critiques the work and finalizes it.
In short
What the Deep Planning Agent is.
The Deep Planning Agent is a Luby AI agent for any department, built for companies in any industry. Breaks complex goals into a plan, delegates to sub-agents, critiques the work and finalizes it. 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
Complex goal
Deep Planning Agent
- 1Plans the steps
- 2Delegates to sub-agents
- 3Critiques the result
- 4Finalizes the deliverable
Guardrails · decision log · approval limits
Human in the loop
Human approvalapproves exceptions and thresholds
Outcomes
Planned, reviewed deliverable
Business outcomes
What changes in your operation.
Outcome
Complex multi-step work handled
Outcome
Higher quality through self-review
Outcome
Less manual supervision
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.
Governance & Human-in-the-Loop Agent
Proposes high-impact actions and queues them for human approval before anything runs (Level 3 autonomy).
Learn more →Memory & Context Agent
A long-term memory layer: captures interactions and personalizes the other agents over time.
Learn more →FAQ
Questions about the Deep Planning Agent.
What does the Deep Planning Agent do?
Breaks complex goals into a plan, delegates to sub-agents, critiques the work and finalizes it. Steps: plans the steps; delegates to sub-agents; critiques the result; finalizes the deliverable.
Does the Deep Planning 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 Deep Planning Agent deliver?
Complex multi-step work handled; Higher quality through self-review; Less manual supervision.
Which industries does the Deep Planning Agent apply to?
Companies in any industry, in any department.
Talk to an AI architect
Could the Deep Planning 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.
Companies that trust Luby
