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Economic Times Tech
Economic Times Tech
6/23/2026
As AI adoption grows, token consumption comes under close scrutiny

As AI adoption grows, token consumption comes under close scrutiny

Short summary

Rising AI costs have prompted businesses to move beyond token counting toward measuring value delivered per outcome. Organizations are implementing usage dashboards, approval processes, and consolidating tools to control spending. The shift reflects CFO demands for measurable ROI and cost accountability in AI investments.

  • Businesses shift from counting tokens to measuring cost per outcome
  • Implementing usage dashboards and approval mechanisms for AI spend
  • Consolidating tools to reduce costs and ensure measurable ROI

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