TECH & AI17 September 2026· 16 min
AI Due Diligence: Complete Methodology for Investment Funds in 2025
As AI investments surpass $200B annually, standard due diligence frameworks are failing investors. This premium guide delivers a battle-tested, 7-pillar methodology with quantitative scoring matrices, real case studies, and ranked strategic recommendations to de-risk AI deals.
SOURCES
[1]PitchBook Q4 2024 AI Venture & PE Deal Activity Report — pitchbook.com
[2]CB Insights State of AI 2024 — cbinsights.com/research/report/ai-trends-2024
[3]Stanford HAI Artificial Intelligence Index Report 2024 — hai.stanford.edu/research/ai-index-2024
[4]European Commission EU AI Act Impact Assessment & Compliance Cost Estimates — digital-strategy.ec.europa.eu
[5]Dealogic M&A Analytics: AI Acquisition Premium Analysis 2024 — dealogic.com
[6]OECD AI Policy Observatory — National AI Strategies & Legislation Tracker 2025 — oecd.ai
[7]Bessemer Venture Partners State of the Cloud 2024 — bvp.com/atlas/state-of-the-cloud-2024
[8]Cambridge Associates AI Fund Benchmarking 2024 — cambridgeassociates.com
[9]MIT Sloan Management Review: Data Strategy in AI Competition (2024) — sloanreview.mit.edu
[10]Levels.fyi AI/ML Engineer Compensation Report Q1 2025 — levels.fyi