‘Pretty Crazy’ Token Usage Is Testing Bosses’ Bet on AI

Enterprise AI costs are running higher than expected as token consumption scales with real usage, forcing companies to renegotiate pricing models and usage caps with vendors. Firms are discovering that per-token billing creates unpredictable cost curves when AI is embedded in core workflows rather than used sporadically.