TECH & AI2 June 2026· 18 min
AI Due Diligence: Complete Methodology for Investment Funds in 2025
A rigorous, step-by-step AI due diligence framework enabling investment funds to quantify technical debt, model risk, and scalability gaps—turning opaque AI claims into measurable investment signals with actionable scoring rubrics.
SOURCES
[1]McKinsey & Company — The State of AI 2024 (mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai)
[2]Stanford HAI — Artificial Intelligence Index Report 2024 (aiindex.stanford.edu/report)
[3]Gartner — AI Due Diligence Survey: Private Equity and Venture Capital Perspectives, 2024
[4]European Commission — EU Artificial Intelligence Act, Official Journal of the European Union, August 2024 (eur-lex.europa.eu)
[5]Sapphire Ventures — Portfolio Analytics: AI Company Performance Benchmarks 2022–2024 (sapphireventures.com/research)
[6]CFPB — Supervisory Highlights: AI and Machine Learning in Consumer Finance, 2023 (consumerfinance.gov)
[7]Google DeepMind — Model Cards: A Framework for Responsible AI (modelcards.withgoogle.com)
[8]MLCommons — MLPerf Inference Benchmark Results v4.0, 2024 (mlcommons.org)