TECH & AI25 September 2026· 16 min
Private Equity: The Quantitative Playbook for Automated Acquisition Target Scoring
PE firms using automated scoring models close deals 34% faster and achieve 18% higher IRR than peers relying on manual screening. This deep-dive delivers the exact methodology, data architecture, and scoring frameworks top-quartile funds deploy today.
SOURCES
[1]McKinsey & Company, 'The Automation Advantage in Private Equity Deal Sourcing', 2023 Global PE Practice Report
[2]Preqin, 'Private Equity Outlook 2024: Technology Adoption Survey', December 2023
[3]Bain & Company, 'Global Private Equity Report 2024: GP Survey on Deal Sourcing Technology', February 2024
[4]PitchBook Data, 'PE & VC Valuations Report Q4 2023: Buyout Multiples and Deal Activity', January 2024
[5]Harvard Business School Working Paper, 'Network Bias in Private Equity Deal Origination: Evidence from 2,400 Transactions', Gompers & Kaplan, 2022
[6]Forrester Research, 'AI Adoption in Alternative Asset Management: Success Factors and Failure Modes', Q3 2023
[7]Bureau van Dijk (Moody's Analytics), 'Orbis Private Company Financial Estimation Methodology White Paper', 2023