Aporia Labs introduces Production IR, an all-in-one root cause analysis tool designed for investigating real production data and identifying model issues quickly and effectively. The challenges faced by ML practitioners in performing RCA are addressed with features such as segmentation, drift analysis, data stats, distribution analysis, text tool, and UMAP dimension reduction. Production IR promotes responsible AI practices by centralizing production data investigation and facilitating incident response, transparency, and collaboration.