AI-Investigator is an intelligent system that utilizes the Claude 3.5 Sonnet API to analyze corporate AI cases. The system supports analysis of case studies from provided URLs and automatically discovers and analyzes case studies using the Firecrawl API from company websites. It automatically discovers links on the company's website using Firecrawl's map endpoint and extracts content using the scrape endpoint. The system uses Claude to identify potential case study links and ensures that only relevant case studies are processed. It also checks for enterprise AI qualifications, performs detailed multi-part analyses, and evaluates business impact along with technology stack. The system generates three types of reports: individual case study reports, cross-case analyses, and executive dashboards.