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Product quality decides what the next buyer pays.

Under pressure a portfolio company cuts the least defended work first. Research, accessibility, design-system maintenance. Each cut is rational alone, and together they produce an asset technical due diligence marks down in the quarter nobody budgeted for it.

What the evidence says

Five figures, each with its source and its grade. Two are secondary and say so, because a sponsor will check one of them and the weakest citation is the one they check.

Private Equity Value Creation

Turn an AI layer nobody can prove into a certificate and a margin figure, before the next transaction prices it.

Four pillars, across the hold

Sequenced against the hold period rather than sold as one engagement. For 2010 to 2022 deals, leverage and multiple expansion made up fifty-nine per cent of realised returns. Entry multiples are high now and holds run near seven years, so infrastructure work that used to fall outside the value-creation window falls inside it.

Post-acquisition, days 1 to 100

Unify fragmented, bolted-on platforms into one governed product pipeline.

Digital scaling, years 2 to 4

AI readiness built on CRISP-DM, governed automation, adoption measured. Margin expands through lower support cost and higher net revenue retention.

Strategic partnerships

Deal flow through technical due-diligence and talent partners, delivered with named specialists already worked with.

Exit preparation, year 5

Remove the product and experience signals before technical due diligence begins. Founder-led to institutional-grade.

How the work runs

Govern is the step an agency skips, and it is what makes the infrastructure last.

Diagnose

Find the operational, product and governance risks that will constrain value creation.

Embed

Work inside the portfolio company rather than handing recommendations over from outside.

Transform

Build the product infrastructure, the operating rhythms and the adoption mechanisms.

Govern

Make the change survive the next acquisition and the next round of pressure-driven cuts.

The two programmes

Sixty days each, and each one ends. Durations, fees and deliverables live on the programmes themselves.

Private Equity Value Creation

Turn an AI layer nobody can prove into a certificate and a margin figure, before the next transaction prices it.

View detail
  • AI Governance Certification60 days
  • Product Commercialisation60 days · 12 weeks

Who has had this done

The person who scopes an engagement is the person who delivers it. No bench and no junior handoff.

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Waters: shaped the structure of an AI Centre of Excellence blueprint

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Where the arithmetic is published

Every figure on this page is sourced and graded in the whitepaper, including the two that are only secondary.

The ROI of product infrastructure in private equity

Operational value creation is becoming the primary source of private equity returns. Product infrastructure is the lever most value-creation plans leave out, and the evidence for it.

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