TECH & IA16 août 2026· 16 min
Private Equity: Automated Acquisition Target Scoring — The Quantitative Edge
Leading PE firms are deploying ML-driven scoring engines that cut deal sourcing time by 60% and improve IRR predictability by 18 points. This deep-dive unpacks the full methodology, real-world results, and a prioritized build-vs-buy roadmap.
SOURCES
[1]Bain & Company — Global Private Equity Report 2023: Auction vs. Proprietary Deal Return Analysis
[2]Preqin Technology in Private Markets Survey 2024: AI and Data Adoption Benchmarks
[3]Visible Alpha Research — LinkedIn Headcount Growth as M&A Process Predictor, 2023
[4]Bombora Intent Data — B2B Intent Signals and M&A Process Lead Time Study, 2023
[5]McKinsey & Company — The Quantitative Edge in Private Equity Deal Sourcing, 2023