TECH & IA27 septembre 2026· 16 min
AI Due Diligence: Complete Methodology for Investment Funds in 2025
A rigorous, 7-pillar framework for evaluating AI companies before investment — covering technical depth, data moats, regulatory exposure, and team composition. Backed by quantitative benchmarks and real fund case studies with measurable outcomes.
SOURCES
[1]PitchBook Q4 2024 Global AI Venture Report — Global AI VC investment data ($97.4B, 2024)
[2]CB Insights 2024 AI Startup Mortality Report — Series A failure rates and valuation resets (2020-2022 cohort)
[3]Cambridge Associates PE/VC Benchmarking Study 2024 — Customer ROI documentation and impairment rate correlation
[4]Kauffman Fellows Research 2024 — Technical advisory board impact on AI portfolio survival rates
[5]Dealroom.co Global VC Intelligence, January 2025 — AI share of global VC in Q4 2024 (48%)