TECH & AI6 May 2026· 18 min
AI Due Diligence: Complete Methodology for Investment Funds in 2024-2025
As AI companies attract 35% of all venture capital globally, traditional due diligence frameworks are failing investors. This premium guide delivers a 6-phase proprietary methodology to assess AI assets with measurable rigor—from model architecture audits to regulatory risk scoring.
SOURCES
[1]PitchBook Global Venture Capital Report Q3 2024 — AI Investment Trends
[2]CB Insights State of AI 2024 — Startup Failure Rate Analysis
[3]Goldman Sachs Technology Research: AI Software Margin Structures (September 2024)
[4]Bessemer Venture Partners State of the Cloud 2024 — AI SaaS Benchmarks
[5]European Parliament: EU Artificial Intelligence Act (Regulation 2024/1689) — Official Journal of the EU
[6]WIPO Technology Trends 2024 — Artificial Intelligence Patent Landscape
[7]Epoch AI: Trends in Machine Learning Hardware and Algorithmic Performance (2024)
[8]Preqin Global Private Equity & Venture Capital Report 2024 — AI Fund Performance
[9]LinkedIn Talent Insights: Global AI Skills Demand Report 2024
[10]Marsh McLennan: Insuring AI — Emerging Risk Frameworks for Investment Portfolios (2024)