AI automations can burn budget through retries, background agents, and repeated context. Add spend visibility before useful work becomes surprise cost.
OpenAI’s docs separate repeated prompts, long-running reasoning, and bulk offline work into cache-aware, background, and Batch paths to reduce latency, cost, and governance friction.