Real-world uses

Created for this library

1. 1.

   A startup's ML lead reports cost per inference each week so engineering can spot regressions when a new model is deployed.

2. 2.

   An LLM operations team optimizes prompts to reduce per-call cost on its production assistant before negotiating a new contract with the model provider.

3. 3.

   A platform finance lead allocates cost of training runs to the requesting product team so capacity planning is grounded in real spend.