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AIMAG 7Bearish
•
2026-08-09•1 min read

KPMG: 49 Percent of Executives Scale Back AI Agents Over Runaway Token Costs

Zubiqo Take
QuoteThreads

"Everyone wanted autonomous agents handling their busywork until the first compute bill arrived and CFOs realized they're paying per hallucination."

KPMG: 49 Percent of Executives Scale Back AI Agents Over Runaway Token Costs
📷 Image Source: Forbes

Executive Summary

  • •KPMG survey found 49 percent of enterprise leaders scaled back AI agents after expenses crushed benefits.
  • •Only 26 percent of leaders at billion-dollar companies have full real-time visibility into scaling costs.
  • •Overall enterprise AI budgets remain steady at an average of $188 million amid a push for financial discipline.

Community Sentiment

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Key Developments & Data

Nearly half of executives scale back AI agent deployments over runaway token costs. KPMG's Q2 2026 survey found 49 percent of enterprise leaders scaled back AI agents after operating expenses crushed projected benefits. The core issue stems from unpredictable usage-based pricing, as long-running agent tasks silently burn through metered tokens companies have no real control over. Only 26 percent of leaders at billion-dollar organizations currently have full, real-time visibility into what running these models at scale actually costs. Despite the pullback, overall enterprise AI budgets remain steady at an average of $188 million as experimentation shifts to strict financial discipline.
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Zubiqo Strategic Assessment

Primary Impact

Enterprise software procurement teams and AI middleware vendors are facing delayed deployment cycles as CFOs mandate strict infrastructure for cost monitoring.

Strategic Shift

A rigid transition from unconstrained experimental AI R&D budgets to strict, unit-economic ROI requirements for production-level agent deployments.

The Ripple Effect

Cloud providers and major AI labs will likely be forced to introduce hard cost-capping tools or hybrid flat-rate enterprise tiers to prevent massive churn from billing shock.

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#kpmg#enterprise#agents#tokens#cost
Read original on Forbes
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Synthesized across 1,500+ daily market sources with human editorial oversight under Zubiqo's standards.

Event Magnitude7 / 10
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