The system employs specialized AI agents in a pipeline to gather, curate, and synthesize company information from multiple sources including websites, news, and financial reports. It uses Tavily’s relevance scoring for content filtering and asynchronous processing for efficient research workflow tracking. Dual model architecture leverages Gemini 2.5 Flash for synthesis and GPT-5.1 for report formatting.