Agentic Company Researcher
A multi-agent web platform that generates comprehensive company research reports using AI pipelines and real-time WebSocket updates.
Overview
Agentic Company Researcher is a web-based platform that generates in-depth company research reports using a multi-agent pipeline. It combines data from various online sources, filters it using AI relevance scoring, and synthesizes it into a clean, downloadable markdown report. The tool features real-time progress updates via WebSocket, a modern React frontend, and a dual-model architecture leveraging both Gemini 2.0 Flash and GPT-4.1 for optimal content generation and formatting.
Technologies
- Automatically generates detailed research reports on any company
- Real-time report generation with visual streaming of progress
- Dual-model architecture for scalable synthesis and precise formatting
- Modular backend with agentic architecture for flexibility and extensibility
- Open-source and deployable locally or on cloud infrastructure
Key Features
Multi-Source Research
Gathers data from company websites, financial documents, news sources, and industry analyses using automated pipelines.
AI-Powered Content Filtering
Implements Tavily's relevance scoring to curate and prioritize high-quality content for summarization.
Dual Model Architecture
Uses Gemini 2.0 Flash for high-context summarization and GPT-4.1-mini for markdown formatting and final report editing.
Real-Time WebSocket Communication
Streams progress updates such as curation, briefing generation, and report streaming to the React frontend.
Modular Agent Pipeline
Follows a structured research pipeline using agents like CompanyAnalyzer, FinancialAnalyst, NewsScanner, and more.
Modern React Frontend
Responsive UI that displays live updates, lets users download reports, and interact with agent-generated outputs.
Common Use Cases
Investor Research
Quickly generate detailed financial and market analysis on potential investment targets with synthesized reports.
Competitive Intelligence
Track market positioning, news coverage, and financial performance of competitors across industries.
Startup Discovery
Use the platform to analyze new and emerging startups based on public data and market trends.
Business Development
Equip sales or strategy teams with automated background briefs before client outreach or meetings.
Ready to transform your business?
Let's discuss how our agentic company researcher solutions can help you overcome challenges and achieve your business objectives.