TECH & AI1 May 2026· 18 min

Private Equity: The Definitive Guide to Automated Acquisition Target Scoring

PE firms deploying AI-driven scoring models are closing deals 40% faster and achieving 2.3x better IRR on acquisitions. This deep-dive unpacks the exact methodology, data architecture, and ML frameworks powering the next generation of deal sourcing.

InekIA Editorial Team

LI X

SOURCES

[1]Bain & Company Global Private Equity Report 2024 — Proprietary Deal Flow and Pricing Dynamics

[2]Preqin GP Survey 2024: Technology Adoption in Private Equity Deal Sourcing

[3]U.S. Census Bureau Statistics of U.S. Businesses (SUSB) 2023 — Private Company Universe Data

[4]Bain & Company Private Equity Technology and Data Survey Q1 2024

[5]McKinsey Global Institute: The Age of AI in Alternative Asset Management (2023) — ML Model Performance Benchmarking in PE