AI Strategy and Roadmap
Built for Private Equity Value Creation
Sequenced AI plans your portfolio companies can execute against the value creation plan, the hold period, and the next board meeting.
Most AI investment fails not because the technology is wrong, but because the work is not sequenced. Pilots run in parallel, no one agrees on which use case matters, and the management team cannot tie the spend to the value creation plan. By the time a credible plan emerges, the hold period has shortened.
Performance Improvement Partners builds AI strategies and roadmaps for PE sponsors and portfolio companies that read as operating plans, not strategy decks. We diagnose maturity across strategy, data, systems, governance, and workflows, then prioritize a sequence of AI initiatives tied to the value creation plan. The output is a 90 day execution plan and a 12 month value plan the management team can run without continued advisor dependency.
Challenges We Solve
Portfolio companies running disconnected AI pilots with no portfolio-wide view of where AI is creating value and where it is wasting cycles. Management teams that want to invest in AI but cannot show the board where it pays back. Deal teams that flagged AI as a value creation lever in the investment thesis and now need a plan to execute against it.
First 100 days agendas that need an AI workstream credible enough to put in front of investors. Sponsors running multiple PortCos who need a repeatable assessment and prioritization model rather than five different consulting answers across a portfolio.
Our Approach
We start with a focused diagnosis. We look at the PortCo’s strategy, data assets, systems, controls, talent, and operating model, and we tell you where AI can create value and where it cannot. The output is a readiness scorecard and a candidate use case backlog, not a 60 page deck.
We then prioritize. Every candidate use case is scored against value creation impact, feasibility, data readiness, risk, and time to value. The use cases that survive are sequenced into a 90 day execution plan and a 12 month value plan, each tied to specific EBITDA levers, operating constraints, or growth priorities in the value creation plan.
We pair the roadmap with a governance and responsible use framework. Risk tiers, tool approvals, data handling rules, and audit posture are defined before agents are built or tools are licensed across the company.
For sponsors operating across the portfolio, we package the same approach into a portfolio enablement playbook. The same readiness assessment, the same use case rubric, and the same governance framework are applied consistently across multiple PortCos so operating partners can compare maturity and impact on a level basis.
Common Engagement Areas
AI readiness assessments for a single PortCo or a defined cohort. Use case discovery and prioritization workshops with the management team. AI strategic roadmap design tied to the value creation plan. AI governance and responsible use framework design. Portfolio enablement playbook design for sponsors running AI programs across multiple PortCos. Pre-close diligence framing for deal teams that want AI value creation upside reflected in the investment thesis.
Outcomes Clients Can Expect
A 90 day execution plan and a 12 month value plan that the management team owns, with named owners, dependencies, and success metrics. A prioritized use case backlog ranked by value, feasibility, data readiness, and time to value. A governance framework that lets the company adopt AI without slowing decisions or creating audit risk. A common assessment and prioritization approach that scales across the portfolio. Visibility for sponsors and operating partners into where each PortCo is on the AI maturity curve and where the next dollar of investment should go.
Why PIP?
We are a PE technology consulting firm, not an AI lab. Every recommendation is tied to value creation, EBITDA impact, hold period economics, and the exit narrative.
We sequence first. Not every PortCo should start with generative AI. Some need data quality, reporting modernization, or workflow readiness before agents and applications make sense, and we will say so plainly.
We move at hold period speed. AI roadmaps are delivered in weeks, not quarters. The output is something the management team can execute against on Monday, not park on a shelf.
We transfer the capability. The prioritization and governance muscle gets built inside the company so the plan keeps running after PIP steps back.
Get a Readiness Scorecard for Your PortCo
We can run a focused readiness assessment in two to four weeks and deliver a prioritized AI roadmap tied to the value creation plan.
To scope it for a single PortCo or a portfolio cohort, get in touch.
“Performance Improvement Partners consistently provides us with IT experts and practitioners who contribute to our team in meaningful ways. Management and consultants listen to our needs, identify the root cause of challenges, and deliver practical solutions that have a significant impact on the business.”
“Since 2003, PIP has provided us with sophisticated solutions that support the unique technology needs of our Private Equity Firm. At the same time, they make the complex simple – particularly for our portfolio companies — breaking implementation down into manageable parts. PIP is our go-to technology partner thanks to their ability to listen, understand, and consistently create solutions that act in the best interest of both our firm and our portfolio companies.”
“My 10 years of partnership with Performance Improvement Partners has led to significant value creation across our portfolio. Their approach is both sophisticated and pragmatic, resulting in over a dozen successful enterprise system implementations. Our portfolio companies have nothing but good things to say about PIP, which we too have witnessed in their strong operational and technical expertise.”
Let's Transform Your Business Together
Contact us today to explore how we can elevate your portfolio’s performance through technology.