AI-Investigator

AI Enterprise Case Study Analyzer

An intelligent system for analyzing enterprise AI case studies using the Claude 3.5 Sonnet API. The system supports two main modes of operation:

• Analyzing case studies from provided URLs in a CSV file.
• Discovering and analyzing case studies from company websites using the Firecrawl API.

Core Features

1. Case Study Discovery & Analysis

• CSV Mode: Analyze specific case study URLs provided in a CSV file.
• Website Mode: Automatically discover and analyze case studies from company websites using Firecrawl's map endpoint.
• Intelligent case study identification powered by Claude 3.5 Sonnet.
• Content extraction handled by Firecrawl's scrape endpoint.

2. Content Processing Pipeline

• Content Extraction (via Firecrawl API):
  • Map endpoint (/v1/map): Discovers links on the website.
  • Scrape endpoint (/v1/scrape): Extracts content in markdown format and retrieves metadata for context.
• Case Study Identification:
  • Uses Claude to identify potential case study links.
  • Filters content to ensure only relevant case studies are processed.
• Content Analysis:
  • Checks for enterprise AI qualification.
  • Performs a detailed, multi-section analysis.
  • Assesses business impact and technology stack.

3. Report Generation

The system creates three types of reports:

a. Individual Case Study Reports (reports/individual/)

• Executive Summary
• AI Strategy Analysis
• Technical Implementation Details
• Business Impact Assessment
• Key Success Factors
• Lessons Learned

b. Cross-Case Analysis (reports/cross_case_analysis/)

• Patterns across multiple implementations.
• Common success factors.
• Technology trends.
• ROI metrics and implementation challenges.