TECH & IA22 septembre 2026· 16 min
AI Due Diligence: The Complete Methodology for Investment Funds in 2025
As AI investments surpass $200B annually, traditional due diligence frameworks are failing. This premium guide delivers a battle-tested, 7-pillar methodology to evaluate AI companies with quantitative rigor—cutting write-off risk by up to 40%.
SOURCES
[1]PitchBook Q4 2024 AI & Machine Learning Report — Global VC Deployment Data
[2]CB Insights AI Tracker 2024 — AI Startup Failure Rate and Revenue Milestone Analysis
[3]Andreessen Horowitz 'State of AI 2024' — Compute Cost Benchmarks and Gross Margin Analysis
[4]EU AI Act Official Text and Implementation Timeline — European Parliament, 2024 (eur-lex.europa.eu)
[5]Levels.fyi 2024 Compensation Report — Senior ML Engineer and AI Research Roles
[6]SuperReturn International 2024 Conference Proceedings — Technical Due Diligence Frameworks in AI Investing
[7]NIST AI Risk Management Framework (AI RMF 1.0) — National Institute of Standards and Technology, 2023