Value & ROI

    Make the value case specific to your business.

    AI value is more than a headline percentage. Ground the case in the work you do, how reliably it gets done, and whether your organization is ready to put a change into practice.

    A practical value lens

    Measure performance. Demonstrate value.

    A credible business case connects an operational improvement to a financial outcome, while making the assumptions and implementation effort visible. AI commentary is not the authority for financial numbers: inputs, calculations and attribution require review.

    Recurring earnings

    Track validated operating improvements.

    Working-capital release

    Track one-time cash effects separately from earnings.

    Indicative valuation

    Track assumptions and scenarios separately; these are not transaction prices.

    No guaranteed uplift. No double counting. No claim of causality without supporting evidence.

    Baseline

    Agree the metric, period and source. Start from the evidence supporting the business, not an assumed improvement.

    Observed change

    Track actual performance and adoption after the change. Redeployable capacity stays in hours here—it is never automatically converted into dollars.

    Validated benefit

    Review attribution and financial translation. An observation is not yet a verified benefit; responsible people must examine the evidence.

    Investment

    Include fees, platform, integration and internal effort. Make the cost of adoption visible alongside any expected benefit.

    Your assumptions, your scenario

    First-year value calculator

    Enter your own estimates in one currency. Required values start blank; no prices or savings are pre-filled. Results update only when every required value is valid.

    Value assumptions

    The selected currency applies to every financial field below.

    Estimated full-year savings at steady state, before attribution, delay and realization adjustments.

    Share of savings you attribute to this program.

    %

    Average share of attributed savings expected to be realized.

    %

    Whole months from 0 through 12; reduces benefit time in year one.

    First-year program costs

    Include the full first-year cost for each item. Costs are summed without a ramp or timing discount.

    Additional context (excluded from ROI)

    Optional; these values are shown separately and never added to gain or cost.

    Hours only. Not monetized and excluded from ROI.

    Shown separately; excluded from gain, cost and ROI.

    This scenario is based on your assumptions. It is not a forecast, a verified customer result or a guarantee.