TECH & AI8 June 2026· 16 min
AI Due Diligence: Complete Methodology for Investment Funds in 2025
A rigorous, step-by-step AI due diligence framework for investment funds — covering technical audits, data governance, talent assessment, and regulatory exposure — with quantified benchmarks and real-world case studies delivering measurable alpha.
SOURCES
[1]PitchBook Global VC Report Q1 2025 — AI Investment Trends and Deployment Statistics
[2]Stanford HAI — Artificial Intelligence Index Report 2025 (Stanford University)
[3]Gartner Research — 'Why AI Projects Fail: From Pilot to Production Gap Analysis' (2024)
[4]European Commission — EU AI Act Official Text and Compliance Guidelines, Official Journal of the EU (2024)
[5]Ropes & Gray LLP — 'EU AI Act Compliance Cost Analysis for Technology Companies' (2025)
[6]Index Ventures — 'AI Startup Technical Failure Analysis: Series A to B Cohort Study' (2024)
[7]Mitchell et al., Google Brain — 'Model Cards for Model Reporting', ACM FAccT (2019)
[8]Papers With Code — ML Reproducibility Analysis (2024 Annual Report)