How Atlassian continuously improves Rovo Search quality
Jul 24, 2025Sumit Garg

Summary
This post details how Atlassian continuously improves Rovo Search quality by establishing a primary online search quality metric (composite of long clicks and AI answer engagement) and tracking supporting metrics. It highlights recent advancements including improved ranking models incorporating user signals, increased AI answer coverage and source citation, P90 latency reduction via LM/serving infrastructure upgrades, and enhanced Google Drive recall with permission checks. The post emphasizes transparency in measurement and improvement processes.