Companies Rethink AI Budgets as Token Costs Spiral Out of Control

Executive Briefing

• Reveals companies initially pushed unlimited AI usage, now facing unexpectedly high token consumption costs
• Shows tech workers increasingly competing for limited compute resources as firms impose usage caps
• Signals a broader shift from AI adoption incentives to strict budget oversight and rationing
• Warns of productivity disruptions as employees who relied on AI tools face new restrictions