Transparent AI Economics: Know Your Profit Per Customer

When deploying multiple AI APIs (OpenAI, Anthropic, Cohere), most companies see only aggregate provider invoices—hiding which customers and features actually drive profit. Real-time cost attribution, captured at the moment each API call executes, turns a day-long analysis into instant visibility, enabling teams to identify unprofitable customers before they erode margins and optimize pricing based on actual per-customer economics. This granular tracking is critical as AI costs fluctuate and feature profitability shifts.