Organizations prepare for metered AI token pricing

The author argues that organizations must prepare for the transition from subsidized flat-rate per-seat AI plans to metered per-token enterprise pricing. To manage costs without restricting engineering output, teams should establish consumption awareness, train engineers to match model size and effort to specific tasks, and consider open-weight models or routers. Open article →