The largest sponsors solved AI the expensive way. They built in-house teams, some of them larger than the firms they serve, and pointed them at their portfolios. The results are starting to show up in exit multiples, and every operating partner in the middle market has seen the same board slide: AI is now on the value creation agenda, and someone has to own it.
Here is the problem with that slide. In a 2025 survey of 400 sponsors and portfolio-company CFOs, 98 percent of sponsors mandated AI adoption. Sixty-eight percent of the CFOs said they did not know where to start. Only 7 percent of portfolio companies run AI at enterprise scale. The mandate exists. The mechanism does not. A middle-market firm cannot hire a 50-person AI bench, and it does not need to.
Today Strong Tide AI is launching Fleet, a portfolio AI program built for exactly that firm.
The firm door covers the deal team's own workflows: sourcing, CIM triage, diligence prep, board reporting, LP materials. A two-week assessment maps the deal cycle and delivers a ranked opportunity brief with a 90-day plan the partners can execute or kill item by item.
The portfolio door starts with a baseline that finds the two or three companies where AI pays fastest, runs assessment sprints inside them, and seats an eight-person cohort where portfolio company CEOs build working agents against their real work, with peer pressure doing what mandates cannot.
Every agent and workflow built anywhere in a Fleet relationship is documented as a reusable pattern: what it does, what it needs, what it returned. Quarterly portfolio sessions teach the newest patterns live. A twice-yearly benchmark shows where every company sits, and feeds the AI story the next LP meeting and the next exit process will both ask for. A win in one portfolio company stops being a pilot and starts being a playbook.
Fleet is senior-led at every step. The operators who run it have carried companies through the internet, cloud, and data waves, and the program is built to leave capability behind, not a report that ages on a shelf. When a build is worth doing, it is scoped on its own merits and the portfolio company owns the result.
The program starts with a two-week assessment. Fixed scope, fixed fee, and a deliverable worth having even if it goes no further. If you run value creation at a middle-market firm and the AI slide keeps slipping a quarter, the details are at strongtide.ai/pe-portfolio-ai.
Twenty-minute scoping call. No slide deck, no pitch. We talk about where you are and whether a Sprint or a Fractional engagement fits.
Book a scoping call