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WorkThe story, in brief

Stop Measuring AI Spend, Start Measuring Impact

Your AI budget is telling you nothing. Here's what actually matters.

Reporting by Forbes Innovation 1 min brief
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The KeyNews take

Why it matters

As AI spending scales, leaders are measuring the wrong metric. The shift from capex-focused ROI to impact-driven outcomes is becoming table-stakes for C-suite AI strategy.

The key facts

8 to know

  1. Article challenges token/infrastructure-centric AI measurement frameworks

  2. Positions AI impact assessment as distinct from spend accounting

  3. Published in Forbes Tech Council (thought leadership platform)

  4. May 2026 timing suggests mature AI deployment phase where ROI scrutiny is rising

  5. Focus on impact measurement rather than infrastructure spend

  6. Token consumption is not a proxy for business value

  7. AI leverage extends beyond infrastructure narrative

  8. Published May 2026 - reflects maturing AI deployment landscape

Go to the source

Forbes Innovationforbes.com

Publisher excerpt: Even though AI leverage today is strongly associated with tokens, AI is much more than an infrastructure story.
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