AI is now the largest driver of capital spending at many companies, yet far less attention has gone to what it actually costs to use. This briefing covers how new model capabilities are opening up powerful use cases, why companies across sectors are exceeding their AI budgets in the race for adoption, and whether new types of models and services will lower token costs or simply drive more adoption.