How do I keep AI token costs under control as usage scales?

Match the model to the job. Set an admin routing strategy so routine work goes to cheaper models and only hard problems reach frontier ones, connect local model endpoints like Ollama so high-volume tasks never incur per-token costs, and use PebbleObserve to see usage and cost per model, key and team.