Market & Competitive Research Agent
Runs deep, multi-source web research on your market, competitors and benchmarks.
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Claude Partner NetworkOfficial Anthropic partnerRevenue & Growth · StrategySelf-Evaluating Research Agent
A research assistant that reviews and refines its own work in cycles until it reaches the depth you need.
In short
What the Self-Evaluating Research Agent is.
The Self-Evaluating Research Agent is a Luby AI agent for Revenue & Growth, built for companies in any industry. A research assistant that reviews and refines its own work in cycles until it reaches the depth you need. 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
Research topic
Self-Evaluating Research Agent
- 1Frames the research
- 2Collects and synthesizes
- 3Reviews its own gaps
- 4Refines and concludes
Guardrails · decision log · approval limits
Human in the loop
Human approvalapproves exceptions and thresholds
Outcomes
In-depth report
Business outcomes
What changes in your operation.
Outcome
Deeper, more reliable research
Outcome
Less supervision
Outcome
Self-checked quality
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.
Private Research Agent
Iterative web research with summaries and reflection, running in your own environment for sensitive data.
Learn more →Research Bot
Plans searches, researches in parallel and synthesizes a report, orchestrated with handoffs.
Learn more →FAQ
Questions about the Self-Evaluating Research Agent.
What does the Self-Evaluating Research Agent do?
A research assistant that reviews and refines its own work in cycles until it reaches the depth you need. Steps: frames the research; collects and synthesizes; reviews its own gaps; refines and concludes.
Does the Self-Evaluating Research 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 Self-Evaluating Research Agent deliver?
Deeper, more reliable research; Less supervision; Self-checked quality.
Which industries does the Self-Evaluating Research Agent apply to?
Companies in any industry, in Revenue & Growth.
Talk to an AI architect
Could the Self-Evaluating Research 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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