AI Implementation for PE-Backed Companies
For PE-Backed Companies
Your sponsor is asking for AI impact.Here is how to deliver it in 90 days.
Your board wants metrics, not a roadmap. Your team is still running manual workflows. We close that gap with a scoped, fixed-price sprint and the documentation your sponsor needs.
PE-backed companies face a specific version of the AI problem. The sponsor wants proof that AI is moving the business. The board wants numbers. And the operating team is still doing the work by hand.
The goal is not AI for its own sake. It is operating leverage that shows up in EBITDA, headcount productivity, and reporting credibility. The 90-Day AI Operations Sprint is the fastest path from “AI is on our roadmap” to “AI is on our income statement.”
The operating problems we start with
Manual close cycles that stretch reporting into double-digit days
Inconsistent reporting that erodes credibility with the board
Intake and request backlogs that quietly cap throughput
Customer operations overhead that grows headcount instead of margin
What sponsors and boards want to see
Every engagement is structured to produce the evidence a value-creation team can take to a deal team or board.
Measurable reduction in manual workflow hours
Hours pulled out of reporting, reconciliation, intake, and follow-up, quantified against a baseline set at kickoff.
Before and after operating metrics documented
Close cycle days, reporting turnaround, throughput per head. The numbers a board reviews, captured before and after.
Adoption data showing the team is using the system
Usage and adoption metrics that prove the system is in production, not sitting in a pilot environment.
A repeatable model for the next workflow
A documented approach you can run again on the next workflow, and across other portfolio companies.
Executive briefing: AI value creation for mid-market operators
How to identify, build, and prove the first workflow that moves the metrics, and how to present that progress to a board or sponsor.
Put AI on the income statement before the next board meeting.
We identify the workflow tied to value creation, build it, and document the before-and-after. Fixed price. Ninety days.