TECH & AI15 May 2026· 16 min

Private Equity: Automated Acquisition Target Scoring — The Quantitative Edge

As deal competition intensifies and dry powder exceeds $3.7 trillion globally, PE firms deploying AI-driven scoring models are identifying acquisition targets 60% faster with measurably superior returns. This premium analysis delivers a replicable methodology, real-world case studies, and prioritized implementation recommendations.

InekIA Editorial Team

LI X

SOURCES

[1]Preqin Global Private Equity Report 2024 — Global Dry Powder and Deal Activity Statistics

[2]Bain & Company Global Private Equity Report 2023 — PE Technology Survey (n=87 firms), Deal Sourcing Efficiency Benchmarks

[3]Harris, R., Jenkinson, T. & Kaplan, S. (2023) 'Proprietary vs. Auction Deal Returns in Buyout Markets', Harvard Business School Working Paper

[4]KKR Investor Day 2023 Presentation — Data and Analytics Infrastructure Disclosure, Deal Sourcing Conversion Metrics

[5]Revelio Labs Workforce Intelligence API Documentation 2024 — Methodology for Private Company Headcount Estimation and Revenue Proxies