Scaling AI Pipelines: When Complexity Meets 10,000 Daily Data Listings

I watched a pipeline I spent weeks building get shut down in one meeting. The AI rewrite engine for a job platform's listing descriptions was working. Output quality was solid. But at 10,000 listings a day, the API bill hit a number the client couldn't stomach. The pipeline went dark. That moment ta