Repeatable builds tied to KPIs already in the board pack — delivered in weeks and handed to your team to own.
A few people covering many portcos with no dedicated AI staff. AI value creation as a repeatable playbook — the same builds, dropped onto each company, measured on the same KPIs.
You just bought a 30-person business and need visible wins in year one. AI on the phone, the inbox, the quotes and the invoices — the quick-win line in the 100-day plan.
Buy-and-build where each add-on needs the same fixes as the last. AI standardizes lead handling and collections on day one of every tuck-in.
Installed to run an HVAC platform, a distributor, a manufacturer or a healthcare group — with a VCP and no CTO. AI takes the manual work off the team while you run the integration.
Examples of where portfolio companies leak EBITDA — not an exhaustive list. Every one is a repeatable process an AI system can take over.
Post-close the company is levered; invoices go out late and reminders happen when the controller has time.
Job-to-Cash →The founder answered every call himself. Post-close, calls roll to voicemail during integration.
AI Voice Agent →Sellers quote and move on; the CRM is updated the night before the pipeline call.
Quote-to-Close →RFQs and referral emails wait days; response time was never measured under the founder.
Lead-to-Booked →The monthly close and board deck are new cadences; each add-on's data lands in a different format.
Back-Office Automation →The thesis priced in retention; nobody's watching for accounts that stopped ordering during integration.
Customer Reactivation →Accordion's 2025 survey of 400 sponsors and CFOs found 98% of sponsors had directed CFOs to prioritize AI, while 68% of those CFOs hadn't acted because they didn't know where to start. Bain's 2026 report says deals now need 10–12% annual EBITDA growth to hit target returns, and PitchBook reports 73% of 2025 US buyouts were add-ons.
What AI is put in place to deliver — each with the value driver behind it.
Automated invoice delivery and reminders with a live DSO view for the sponsor
A voice and intake flow dropped onto each new number on day one
Follow-up until answered; the pipeline dashboard finally true
Every inbound acknowledged and routed within minutes
KPI packs assembled from the ERP and CRM on schedule
Dormant accounts detected and worked; reported as its own line
Illustrative — a few of the applications common in this industry. If yours isn't here, it almost certainly still connects.
A free 30-minute Blueprint call — for one portco or for the playbook. We map where the operating leverage is and give you a fixed-fee plan for the value-creation deck.
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