Company Research Agent – An AI-powered company research tool that automatically generates in-depth company reports

What is Company Research Agent?

Company Research Agent is an AI-powered company analysis tool built on a multi-agent framework that enables the automatic generation of comprehensive company research reports with a single click. It aggregates data from various sources—including official websites, news articles, financial reports, and industry analyses—and utilizes large language models like Gemini 2.0 Flash and GPT-4.1-mini for deep contextual synthesis and precise report formatting. The tool includes AI-powered content filtering to ensure the relevance and accuracy of information and uses WebSocket technology to stream real-time progress, delivering a highly efficient and user-friendly research experience.

Key Features of Company Research Agent

• Multi-source data collection: Gathers company information from websites, news, financial documents, and industry analyses.

• Context-aware synthesis: Uses Gemini 2.0 Flash to process and summarize large volumes of data into concise research briefs.

• Accurate report formatting: GPT-4.1-mini compiles and formats the final report, ensuring consistency and clarity.

• Content filtering and management: Integrates Tavily’s relevance scoring system to filter content and maintain high data quality and relevance.

Technical Architecture of Company Research Agent

• Multi-agent framework: The platform is structured around specialized agent nodes, each responsible for specific tasks such as business research, market analysis, financial data collection, and news aggregation. This sequential task management ensures efficient data processing.

• Dual-model architecture:

  • Gemini 2.0 Flash: Handles high-context data aggregation for initial summaries.

  • GPT-4.1-mini: Responsible for compiling and formatting final reports with high precision.

• Content filtering system: Employs Tavily’s AI-powered search technology to score document relevance. Only documents scoring above a preset threshold (0.4 by default) are used, and all content is normalized and deduplicated.

• Real-time communication: Built with WebSocket technology to provide live updates on research progress and results.

• Modern frontend: Built using React for a responsive user interface that supports real-time updates, progress tracking, and report downloading.

Project Links

• Official Website: https://companyresearcher.tavily.com/

• GitHub Repository: https://github.com/pogjester/company-research-agent

Application Scenarios

• Market research: Quickly generate reports on company market positioning, competitor analysis, and industry trends.

• Investment analysis: Provide investors with a comprehensive evaluation of a company’s financials, business model, and growth potential.

• Due diligence: Accelerate the data-gathering and analysis process during mergers, acquisitions, or investment vetting.

• Industry reporting: Produce sector-wide analyses, including market size, growth trends, and major players.

• Internal corporate research: Help internal teams better understand competitors or potential partners efficiently.