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Open-source multi-agent tool 'Agentic Company Researcher' auto-generates corporate research reports

June 30, 2026 at 15:45 EDT

AI Agents
Open Source

An open-source multi-agent tool called 'Agentic Company Researcher,' built on LangGraph and Tavily to automatically generate comprehensive research reports on any company, has been released on GitHub. Multiple specialized agents divide the work of gathering and organizing information, automating research used in investing, M&A and competitive analysis.

Open Source · Multi-Agent Research Tool

AI Agents That Write a Full Company Research Report — Automatically

Built on LangGraph and Tavily, a pipeline of role-divided agents collects and synthesizes company, industry, financial and news data into a downloadable report. Enter a company name, and specialized agents do the rest.

research nodes: company, industry, financial, news

LLMs, split by role: Gemini + GPT-5.1

0.4

Tavily relevance threshold for filtering sources

The Agent Pipeline

Collector

gather sources

→

Curator

filter & select

→

Briefing

summarize

→

Editor

format & dedupe

Two Models, Two Jobs

Gemini 2.5 Flash

High-context summarization, synthesis and briefing generation across many sources.

GPT-5.1

Precise editing: Markdown formatting, deduplication and streaming output.

Why it helps

Faster research and multi-source integration. Role specialization is said to improve accuracy and reduce hallucination for investment, competitive analysis and due diligence.

The caveats

Dependence on API keys and context-management complexity. Accuracy of financial data and news rides on the search engine — extra verification may be needed in specialized domains.

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