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What the published material is

Everything on this site, including the research, the frameworks, the calculators and the field notes, is general information. It is not consulting advice for your specific business, and it is not a guarantee of a result.

The AI ROI Scorecard is a self-assessment. It estimates the value of reclaimed capacity from the numbers you type in. It does not audit your systems, it cannot see your actual spend, and its output is an estimate rather than a projection we stand behind.

Third-party statistics on this site are attributed to their publisher with the sample and date shown. We verify them at the publisher’s own source before printing them, and we withdraw them if that source goes away. We are not responsible for the accuracy of the underlying research.

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We link to outside sources so you can check our work. We do not control those sites and are not responsible for their content.

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