AI Researcher

An AI Researcher is an autonomous AI employee that runs deep research projects — gathering sources, synthesizing findings, writing briefs — at the depth a human researcher would.

AI Researchers cluster around two patterns: deep-and-narrow (one question, many sources, defended answer) and broad-and-fast (a landscape scan in hours instead of weeks). Modern systems use multi-step retrieval, browser agents for paywalled sources, and reflection loops to catch gaps in their own arguments.

Example

Founder asks: 'who are the top 30 emerging competitors in AI labor and what's each one's moat?' AI Researcher returns a 12-page brief with sourced rows in 4 hours.

How OpenLabor uses it

OpenLabor's AI Researcher chains web search, paywalled-source agents, and reflection critics to produce defensible briefs.

How accurate are AI research outputs?

Better than a junior analyst on synthesis, weaker on judgment. Always verify the load-bearing claims.

Related: ai-employee, rag, browser-agent, reflection.

AI Labor Glossary