For PE funds, family offices & operating partners
Lower-mid-market portfolio companies are carrying more manual overhead than their multiples can absorb. We help funds and operating partners put AI to work across every hold — cutting run-rate cost, lifting EBITDA, and tightening diligence before capital is committed.
The problem
Portcos run heavy on manual overhead. Thin ops teams absorb work that should have been systemized years ago.
Diligence takes too long and tells you too little. Manual review compresses timelines without compressing risk.
Entry and exit multiples are under pressure. Without a differentiated cost-out story, sponsors compete on price alone.
How we help investors
One rollout approach applied consistently, department by department, across every portco you own.
Faster, deeper review of targets so the thesis is tested before capital is committed, not after.
A repeatable plan and purpose-built tooling that operating partners can deploy on day one at any new platform.
Case study
Annual run-rate cost across 4 portcos
Before
$4.2M
After
$2.7M
Illustrative composite. Same portfolio coverage, roughly a third leaner run-rate.
Lower-mid-market portfolio · Canada · representative 4-portco engagement. Figures are illustrative; individual results vary.
Why now
AI-driven value creation is moving from a differentiator to a baseline expectation in lower-mid-market deals, and it's already showing up in how deals are underwritten and priced.
Top-quartile funds now building AI into every portco's 100-day plan.
Typical EBITDA margin lift from a portfolio-wide AI program.
Typical reduction in diligence cycle time with AI-assisted review.
Illustrative figures compiled from public industry sources; presented for directional context only.
What waiting costs
While a fund debates a portfolio-wide AI program, competitors already running one are underwriting sharper, buying cheaper, and compounding the gap before exit.
Funds without a credible AI cost-out thesis lose competitive processes to sponsors who can underwrite one.
Portcos left on legacy processes fall further behind peers whose gains are already compounding.
Buyers pay up for platforms with a demonstrated, repeatable value-creation program — and discount those without one.
Illustrative scenario for context; not a projection of any specific fund or transaction outcome.
Insights for investors
A repeatable framework operating partners can apply from platform to bolt-on.
6 min read
The stages where AI-assisted review compresses time without adding risk.
5 min read
How operating partners roll one playbook across very different businesses.
7 min read
For Investors Learn Hub
A working library for PE partners, operating partners, and deal teams underwriting AI across a portfolio. We skip the hype and answer the questions that actually move a decision: what to automate first, what it costs, what "good" looks like, and how to bring management teams and LPs along.
Decide in a week, not a quarter
Short, plain-language answers so you can green-light a use-case with confidence.
Numbers you can take to the board
Benchmarks and cost models that drop straight into a leadership deck.
Get your team fluent
Guides and courses that make non-technical staff comfortable working with AI.
What's inside
A short conversation is usually enough to map the two or three moves worth funding across your portfolio now.
Book a discovery call