What's happened
Businesses are turning to governance tools as they scale AI. McKinsey, EY and others are implementing alerts, gateways and routers to manage token consumption and reduce costs while preserving autonomy for workers.
What's behind the headline?
How we got here
Firms increasingly price AI by token rather than flat access, prompting governance measures as usage grows. EY has an AI Value Realization Office and Deloitte reports changes to pricing models; McKinsey uses usage alerts and internal safeguards to control spend.
Our analysis
Go deeper
- Will companies pass AI costs to clients or workers?
- What governance tools are proving most effective across industries?
- How soon will token-based pricing become standard?
More on these topics
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