Token costs scale with usage and leave a hole in marketing budgets that first-year plans did not foresee.

If your team is doing real AI work, running agents, scaling content operations, personalizing at volume, you are consuming tokens. And unlike most costs in your budget, tokens don’t come with a fixed cost. They scale with usage, and usage is scaling faster than most first-year plans assumed if your team is pushing the envelope.