TECH & IA2 octobre 2026· 18 min
AI Due Diligence: Complete Methodology for Investment Funds in 2025
As AI investments surpass $200B globally, standard due diligence frameworks are failing. This guide delivers a battle-tested, 7-pillar methodology with quantitative scoring, red flags, and case studies from $50M–$2B AI deals.
SOURCES
[1]PitchBook 2024 AI & Machine Learning Report — Global VC Deployment Data
[2]CB Insights State of AI Report Q4 2024 — Startup Failure Rate Analysis
[3]European Data Protection Board (EDPB) Annual Report 2024 — GDPR Enforcement Statistics
[4]Goldman Sachs Technology Equity Research — AI Business Model Valuation Framework, Q3 2024
[5]Stanford HAI Artificial Intelligence Index Report 2024 — Talent & Labor Market Analysis
[6]Sequoia Capital AI Gross Margin Benchmarking — CEO Summit Internal Data, 2024
[7]Responsible AI Institute — AI Governance Maturity Benchmarking Survey, 2024
[8]EY AI Act Compliance Cost Survey — European Enterprise Sample, 2024
[9]MIT CSAIL — Benchmark Integrity in Commercial AI Claims, 2023
[10]Bain & Company Technology Due Diligence Practice — AI Investment Survey, 2024