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AI Practice

We assess AI, then drive
the transformation.

The AI landscape shifts faster than any roadmap can predict. We help private equity and their portfolio companies cut through the noise, then stay to drive the transformation: a credible baseline, a prioritized roadmap, hands-on delivery, and a buyer-ready AI narrative at exit. One partner, across the whole holding period.

1,500+
Investments Supported
350+
Companies Assessed
90%
Repeat Clients
$190B+
Transaction Value
20+
Avg. Leadership Experience
Across the Lifecycle

AI value at every stage of the hold

AI is not a one-off report. We meet the investment where it is, from the first read before the deal to the exit narrative, and stay accountable to the same numbers you are.

01 · Pre-Deal

Know what you are buying

Separate real AI capability from the pitch, and price the risk before you sign.

  • Rapid AI Assessment
  • AI Due Diligence
  • Risk & readiness read
02 · In the Portfolio

Build real capability

A baseline, a prioritized roadmap, and hands-on delivery that moves the numbers.

  • AI Maturity & Roadmap
  • 100-Day Plan
  • AI Acceleration
03 · At Exit

Prove the story to buyers

A credible, evidence-backed AI narrative that stands up in diligence and lifts the multiple.

  • AI Sell-Side Prep
  • Buyer-ready narrative
  • Value substantiation
The Engagements

Where we go deep

Modular by design. Start with a single read or run the full arc across the hold. Every engagement is led by practitioners who have built and shipped AI, not just advised on it.

AI Maturity & Roadmap

A credible baseline of where AI actually stands across capability, data, talent, and risk, then a prioritized roadmap and a 100-day plan that targets the highest-value moves first.

Foundational20-40 pages · ~2-4 weeks

AI Acceleration

Hands-on delivery embedded with your team. We help ship the roadmap, stand up the right tooling and guardrails, and build the internal muscle to keep going after we leave.

Embedded~4-8 weeks and beyond

AI Due Diligence

A pre-deal read on the AI story: what is real, what is defensible, and what it will take to deliver. We test the claims, the data foundation, the talent, and the risk exposure.

Diligence~1-2 weeks

AI Sell-Side Prep

A buyer-ready AI narrative for exit: evidence-backed, benchmarked, and framed in the language buyers use. Built to withstand the diligence a serious acquirer will run.

Exit20-40 pages · ~2-3 weeks

AI Risk & Governance

Model risk, data governance, and responsible-AI guardrails, sized to the business. Practical controls that keep pace with the roadmap instead of blocking it.

AdvisoryScoped to need

Rapid AI Assessment

A fast, focused read when the clock is tight. The essential picture of AI readiness and the two or three moves that matter most, delivered in days rather than weeks.

Fast~1 week
How We Work

Assess. Roadmap. Transform.

The same three moves, whether we join before the deal or mid-hold.

01 / ASSESS

Establish the baseline

Where AI actually stands across capability, data, talent, and risk, benchmarked against 350+ company assessments so the read is grounded in the market, not opinion.

02 / ROADMAP

Prioritize the value

A financially framed roadmap and a 100-day plan that puts the highest-value, most-achievable moves first, tied to the numbers the deal is underwritten on.

03 / TRANSFORM

Embed and transform

We embed alongside your team with a proven toolbox and help them execute the roadmap, building capability that stays after we leave. At exit, the results become a buyer-ready narrative.

Why RingStone

Operators, not observers

Practitioners, not theorists

Real CTOs who have built and shipped AI in operating businesses. You get judgment earned in delivery, not a slide deck of trends.

Benchmarked against the market

Every read is grounded in 350+ company assessments across sectors, so you know how a company compares, not just how it describes itself.

One partner, the whole hold

The same team from the first pre-deal assessment to the exit narrative. Context compounds instead of resetting with every new vendor.

Put a credible number on AI

Whether you are pricing a deal, building in the portfolio, or preparing to sell, we can help you separate the real from the hype and act on it.