TECH & AI28 September 2026· 18 min
AI Due Diligence: The Complete Methodology for Investment Funds in 2025
As AI investments surpass $200B annually, 67% of funds lack structured evaluation frameworks. This premium guide delivers a battle-tested, 5-pillar methodology to separate genuine AI value from hype—with quantitative scoring models and real case studies.
SOURCES
[1]Stanford HAI — Artificial Intelligence Index Report 2025 (hai.stanford.edu/research/ai-index-2025)
[2]McKinsey Global Institute — The State of AI in 2024: Generative AI's Breakout Year (mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai)
[3]PitchBook — Global AI Venture Capital Report Q4 2024 (pitchbook.com/news/reports/q4-2024-ai-venture-capital-report)
[4]Battery Ventures — State of the Cloud 2024: AI-Native SaaS Benchmarks (battery.com/generational-thinking/state-of-the-cloud-2024)
[5]Epoch AI — Compute Trends Across Three Eras of Machine Learning (epochai.org/blog/compute-trends)
[6]Sapphire Ventures — Technical Due Diligence in AI Investments: ROI Analysis 2024 (sapphireventures.com/blog/technical-due-diligence-ai)
[7]IAPP — GDPR Enforcement Tracker 2024 Annual Report (iapp.org/resources/article/gdpr-enforcement-tracker-report)
[8]Gartner — Hype Cycle for Artificial Intelligence 2024 (gartner.com/en/documents/hype-cycle-artificial-intelligence-2024)
[9]EU AI Act — Official Text and Annexes, European Parliament 2024 (eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689)