Beyond the Counter: Mastering AI Usage Tracking to Plug Revenue Leaks

Traditional usage counters fail under the scale and complexity of AI requests, leading to significant revenue loss through race conditions and retries. Implementing a ledger-based architecture with idempotency is crucial for developers to ensure billing accuracy and maintain customer trust in the burgeoning AI economy.