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AI ROI.

How to measure what AI returns, and the business case finance will sign.

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  1. Enterprise AI ROI: the 2026 guide.What the 2026 research says about returns on enterprise AI, why they are hard to prove, how to measure them, and what the organisations that report a return do differently.Guide 4 minJerry Yuan
  2. How to measure AI ROI: a framework for finance and IT.A method finance and IT can share: what to count as cost, how to set a baseline, which benefits count, the formula, and when to decide.Guide 3 minJerry Yuan
  3. AI ROI statistics 2026, with every source.Every widely quoted figure on AI returns, from Gartner, KPMG, BCG, Deloitte, PwC, IBM, McKinsey and MIT, with its date, its sample and what it measured.Data 4 minNovamind Labs
  4. How long does AI take to pay back?Deloitte found most organisations expect two to four years, against seven to twelve months for other technology. What drives the gap, and how to shorten it.Answer 2 minNovamind Labs
  5. The AI business case: a template finance will sign.What an AI business case needs for finance to approve it, a template to copy, and how to turn the approval into a budget and a review date.Tool 2 minJerry Yuan
  6. AI ROI calculator.Work out the return, net value and payback of an AI workload from your own costs and benefits, with the method finance will expect.Tool 2 minNovamind Labs

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