Noesion Radarnoesion.ai
Survey2026-10-05

Businesses first pushed workers to use AI without limits. They now face unpredictable token costs. Only 11% of surveyed firms can forecast AI spending. Token usage varies by task and model. Companies must now track tokens to control budgets.

What changed

Businesses initially encouraged unlimited AI use without tracking token consumption.

What it unlocks

Accurately forecasting AI spending based on token usage.

  • 11% of businesses accurately forecast AI spending
  • nearly 400 businesses surveyed

Sources

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