Teams Reports created via the Reporting Engine should be optimized to run across large datasets without requiring unnecessary filters. If a report times out, the system must provide a clear UI prompt notifying the admin of the failure and offering actionable next steps. This enhancement is especially critical for larger organizations with multiple business units, where admins cannot afford to run the same report several times with different filters and then manually merge segmented data. By improving backend scalability and introducing intuitive UI feedback, the reporting engine will deliver transparency, efficiency, and full oversight in a single report run.