DDR (Due Diligence Reports) is an automated investment research platform that generates institutional-grade due diligence reports for startups and private companies. Investors upload a pitch deck PDF, and our system produces a comprehensive research report in approximately 5 minutes -- work that traditionally takes analysts 2-4 weeks and costs $5,000-$15,000 per company.
Each report covers 15+ structured sections including executive summaries, financial projections, success probability modeling, comparable company analysis, founder verification, risk assessment, and investment decision matrices.
How It Works
The DDR analysis pipeline follows three stages:
Pitch Deck Extraction: Our system fully scans every slide of the uploaded PDF to extract company name, sector, founding team, financial claims, traction metrics, market sizing, competitive positioning, and all other data points presented in the deck.
19-Source Signal Intelligence: Using the company details found in the deck, we automatically run parallel research across 19 independent data sources: Google web search, GitHub repository analysis, domain WHOIS records, DNS infrastructure, Wayback Machine history, hiring signal detection, news and press coverage, trademark filings (USPTO), social media presence, tech stack analysis, web traffic estimation, SSL certificate data, company registry lookups, patent searches, and more.
Multi-AI Synthesis: Three independent AI models (OpenAI GPT, Anthropic Claude, and Google Gemini) analyze the combined pitch deck data and signal intelligence. Their findings are cross-validated and synthesized into a single coherent report with consistent scoring, evidence citations, and clearly marked confidence levels.
DDR does not fabricate data or rely solely on AI-generated content. Every claim in a report is traced to either (a) data explicitly stated in the uploaded pitch deck, or (b) independently collected signal intelligence from public sources. When data is unavailable, the report clearly states "NOT FOUND" or "INSUFFICIENT DATA" rather than generating plausible-sounding estimates.
Our 19 signal intelligence sources include: Google Custom Search API, GitHub API, Domain WHOIS, DNS records, Wayback Machine CDX API, Google News RSS, USPTO TSDR API, SSL certificate analysis, hiring signal detection, tech stack analysis, social media presence, company registry lookups, and web traffic estimation.