TECH & AI24 June 2026· 16 min

Private Equity: The Quantitative Edge in Automated Acquisition Target Scoring

Name: InekIA
Rating: 4.8 (12 reviews)

Leading PE firms are deploying automated scoring engines that cut deal sourcing time by 60% and improve IRR by 3-5 percentage points. This deep-dive reveals the full methodology, toolstack, and implementation roadmap.

InekIA Editorial Team

LI X

SOURCES

[1]Preqin Global Private Equity Report 2024 — AUM and fund performance benchmarks

[2]Bain & Company Global Private Equity Report 2023 — IRR quartile analysis and deal origination statistics

[3]PitchBook 2023 Annual PE Dealflow Analysis — Proprietary vs. intermediated deal sourcing rates

[4]OMERS Private Equity Alternative Data Integration White Paper, 2023 — Supply chain centrality methodology

[5]Harvard Business School Working Paper: 'Geographic Bias in Private Equity Deal Sourcing' (Baker, Gompers, 2022)

[6]US Census Bureau Statistics of US Businesses (SUSB) 2023 — Private company universe sizing

[7]Thoma Bravo LP Communication Summaries and PitchBook Portfolio Analytics, 2023