From technology assessment to operating leverage.
GroupA builds AI programs inside PE-backed portfolio companies that produce measurable margin improvement, survive buyer diligence, and show up in the exit model. Not strategy decks. Not pilots that die. Operating leverage that compounds.
Start with a 2–3 week AI Workflow Opportunity Assessment. Scoped, priced, and designed to tell you exactly where AI creates real margin.
AI spend is up. Documented margin improvement is not.
The gap between AI spend and AI outcomes has become one of the clearest diligence questions in the mid-market. Most portcos cannot answer it.
A four-phase program designed to produce margin, not narrative.
Foundation Assessment
Assess the technology environment, operational friction, and data readiness. No AI initiative survives a broken stack; this is where most programs fail before they start.
Value Opportunity Scan
Identify the 3–5 workflows where automation creates measurable margin improvement. Every opportunity is mapped to headcount efficiency, cycle time, or error reduction — metrics a buyer can verify.
Prioritized Roadmap
Rank by EBITDA impact, speed to value, and implementation risk. The output is a board-ready document, not a strategy deck — sequenced against the hold period.
Pilot & Measurement
Deploy, measure, and document. Every pilot produces a quantified before/after that becomes part of the company’s operating narrative for the next transaction.
Three ways to engage. All measured in operating leverage.
Value Creation Assessment
Documented pipeline of 3–5 automation opportunities with estimated margin impact. Designed to be presented to the board and handed to a buyer as a value-creation artifact.
Margin Implementation
Build, deploy, and measure. Each implementation produces quantified operating improvement: headcount leverage, cycle time reduction, error elimination — and shows up in the P&L.
Operating Leverage Retainer
Ongoing optimization and expansion. Recurring EBITDA contribution, not a consulting retainer. The margin improvement compounds and the documentation stays diligence-ready.
Where the first dollars of leverage show up.
What operating leverage looks like in the model.
At a 10× EBITDA multiple, every $100K in margin improvement translates into $1M of enterprise value.
Why portfolio leaders engage GroupA for AI.
Operator-led, not strategy-led
Our AI program is run by operators with enterprise execution scars — the same team that delivers platform work.
Built for diligence
Every pilot produces a before/after a buyer can verify. AI value that holds up in the data room.
Sequenced to the hold period
Roadmaps are built against the transaction clock. Margin shows up in the exit model, not the next sponsor’s.
No theatre
No demos, no launch events, no innovation posters. Quiet execution measured in EBITDA.
Margin compounds. So does the next engagement.
The same sequence runs at the next portco, the next platform, the next hold period. Start where the motion starts — risk quantified against the transaction clock.