Business AI ROI Framework
In development: a modelled framework for estimating AI return on investment for UK organisations. This is not an observed benchmark and no survey or company dataset underlies it.
Proposed scope
We previously described this page as a benchmark of realised returns across UK companies. No such dataset, survey or fieldwork exists, so those figures have been withdrawn. The intended replacement is an openly documented calculation framework that lets an organisation model its own AI costs, energy use and payback from its own inputs, with every assumption stated.
Topics we expect to cover
- Cost components: licences, compute, energy, integration and staff time
- How to measure benefit without overstating it
- A worked, reproducible payback calculation
- Stated assumptions, sensitivities and limitations
Intended audience
- CIOs, CDOs and CTOs at UK firms
- Board directors and audit committees
- Management consultants and advisors
Publisher, corrections and disclaimer
Publisher: AI Energy Intelligence UK
Status: In development. No document is available for download.
Figures described as forecasts, scenarios or estimates are modelled, not measured. Spotted something wrong? Submit a correction.
Frequently asked questions
Was a survey of UK companies carried out?+
No. Earlier wording on this page referred to a sample of UK companies and a median payback period. No underlying dataset exists and those claims have been removed.
What can I use today?+
The Business Guide to AI Energy Costs and the AI electricity cost calculators on this site use transparent, checkable inputs.
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