How One Deep-Search Intervention Stabilized a Document-AI Pipeline in Production

This case study describes a real-world production incident where a document-processing service that powered search, extraction, and analytics hit a plateau: missed citations, noisy summaries, and unpredictable latency under load. The stakes were clea...