Private equity · AI value creation

    How much value is AI really creating in your business?

    15 questions, about 7 minutes. Answer for your top three AI initiatives. Results are shown immediately; no email, company name or financial figures needed.

    Free. You'll see your results immediately; no email needed.

    15 questions

    About seven minutes

    Five dimensions

    A practical view of value creation

    Immediate results

    No email required

    A value-creation lens

    A useful baseline, not another AI maturity score.

    The scorecard looks at the operating disciplines that connect AI activity to measurable outcomes: a clear use-case strategy, dependable data, production delivery and sound economics.

    Value thesisAdoptionDataOversightEconomics
    See an example result
    Value status
    Demonstrated in a priority use case; not yet sustained across the programme
    Main constraint
    Supplier or model dependencies have no fallback plan
    Next action
    List material AI suppliers and models, and agree a proportionate fallback.
    Capability
    32/45: Established capability

    This is a static illustration, not a live or typical result.

    Approach

    How the scorecard works

    15 questions in 5 areas. Each answer describes evidence, from 0 (absent) to 3 (sustained and verified). “Don't know” counts as 0 but is shown as unverified.

    Value status and critical flags are reported separately, so a high score can't hide missing financial proof or a control gap.

    Thresholds are design choices, not benchmarks. Results are self-assessed and are not diligence.

    Built drawing on public frameworks, including the NIST AI Risk Management Framework and ISO/IEC 42001, and published PE value-creation practice. No endorsement is implied.