The AI for EBITDA Framework
A repeatable 5-step system for deploying AI across PE portfolio companies. Move from process mapping to measurable EBITDA improvement in 90 days — then roll it out across the portfolio.
Most Portfolio Companies Get AI Wrong
They know AI can improve margins. They've seen the McKinsey numbers. But when it comes to execution, most PE-backed companies fall into the same traps: pilot purgatory, tool-first thinking, and no connection between AI spend and EBITDA impact.
The difference between AI as a buzzword and AI as a value creation lever? A framework that connects technology to EBITDA, not the other way around.
AI pilots that never ship
POCs that consume budget and produce slide decks instead of production deployments.
Tool-first thinking
Buying AI platforms before mapping the processes they need to automate.
No measurement framework
Deploying AI without tying spend to margin improvement — making the next initiative unfundable.
Single-portco thinking
Treating each portfolio company as a standalone project instead of building a repeatable playbook.
Framework Results
The 5-Step AI for EBITDA Framework
Tested across 200+ PE transactions. Designed for operators who need results, not research projects.
Process Mapping
Before touching any technology, map the operational workflows that drive cost and revenue. Identify where manual effort, rework, and bottlenecks are quietly eroding margin.
Quick Win Selection
Identify the 2-3 processes where AI delivers measurable EBITDA impact in under 90 days. Start where the ROI is clearest and the implementation risk is lowest.
Rapid Deployment
Deploy targeted AI solutions — not science projects. Production-ready tools that operators actually use, not dashboards nobody checks.
Measurement
Track the EBITDA impact from day one. Tie every dollar of AI spend to margin improvement so the board funds the next initiative without hesitation.
Portfolio Roll-Out
Once proven at one portco, replicate across the portfolio. The playbook compounds — what works at one company accelerates at the next.
Request Your 10-Minute Diagnostic
Find out where EBITDA improvements are hiding in your portfolio. Our diagnostic identifies your top 3 operational efficiency opportunities and maps them to your hold-period timeline.
- No pitch deck — just a focused look at where you're leaving value on the table
- Projected EBITDA impact per lever, mapped to your timeline
- Quick wins you can execute in the first 30 days
Ready to Apply This Framework?
Schedule a 30-minute discovery call. We'll walk through where the biggest AI-driven EBITDA opportunities are hiding in your portfolio.
Schedule Your Discovery Call