Portfolio operations

Private Equity Value Creation

AI implementation, diligence, KPI, and operating-partner resources for PE teams and portfolio leaders.

Topic library

Articles and resources

Article

Fractional Chief AI Officer: What It Is and Why Your Portfolio Needs One

The definitive guide to fractional AI leadership. How PE firms and mid-market companies get $300K executive talent at a fraction of the cost.

Article

AI Operating Partner vs Fractional CAIO: Which Role Do You Need?

Compare scope, accountability, implementation ownership, operating cadence, and PE portfolio fit for two common AI leadership models.

Playbook

AI Implementation for Private Equity Portfolio Companies

A structured framework for deploying AI across PE portfolios. From readiness assessment to scale, with ROI benchmarks for every phase.

Playbook

AI Value Creation Playbook for PE Operating Partners

The tactical playbook for using AI to drive EBITDA growth across portfolio companies. Five proven plays with implementation timelines and expected returns.

Article

AI Operational Due Diligence: What to Assess Before Acquiring

A framework for evaluating AI readiness during M&A due diligence. Red flags, green flags, and how to quantify the AI opportunity.

Checklist

AI Operational Due Diligence Checklist for PE Operating Partners

A practical diligence checklist for assessing AI readiness, workflow leakage, evidence quality, and first-100-day value-creation opportunities.

Article

The AI Operating Partner: Why PE Firms Are Creating This Role

PE firms are appointing dedicated AI operating partners to drive AI-powered value creation across their portfolios.

Playbook

AI for Multi-Location Service Businesses: A PE Operator Guide

A practical guide for deploying AI across multi-location service businesses. Covers lead response, benchmarking, standardized operations, and rollout strategy.

Template

Portfolio KPI Standardization Template for PE Operators

Standard KPI definitions for comparing revenue, margin, lead response, labor productivity, cash conversion, and AI workflow performance across companies.

Case Study

Case Study: How We Generated $2.4M in Annualized Revenue in 90 Days

Detailed case study of how FoxTrove deployed AI voice agents across a PE-owned, multi-location HVAC company to recover annualized revenue.