TECH & IA13 mai 2026· 16 min
Private Equity: Automated Acquisition Target Scoring — The Quantitative Edge
How leading PE firms are deploying ML-driven scoring engines to cut deal sourcing time by 60% and improve IRR by 4-7 percentage points. A full methodology, benchmark data, and actionable deployment roadmap inside.
SOURCES
[1]Preqin Global Private Equity Report 2024 — Global AUM figures and deal flow benchmarks
[2]Bain & Company Global Private Equity Report 2023 — Deal sourcing efficiency survey, false positive rates, analyst cost data
[3]McKinsey & Company: 'The State of AI in Private Markets' (2023) — ML adoption rates and IRR impact analysis
[4]Grata, Sourcescrub, PitchBook vendor documentation and publicly disclosed case studies (2023–2024)
[5]USPTO Patent Database, CMS Medicare Claims Public Data Files, Bureau van Dijk Orbis — primary data sources referenced in case studies