Production AI very different from the demos [D]

An AI feature in production incurred unexpectedly high costs due to longer customer prompts and added context retrieval, doubling token usage. The lack of cost attribution tools in the OpenAI dashboard makes it difficult to track which feature or model is driving expenses.