A recall-quality request can turn storage into an operational bottleneck. One manufacturer needed to identify and export 200 million images from a much larger inspection estate—accurately, quickly, and with auditable selection criteria.
The real problem is selection
At billion-file scale, copying is only useful after the right records have been found. Folder paths alone cannot express all of the lot, equipment, timestamp, and process conditions required by a quality team.
Query first, export second
Dataram IDM uses indexed metadata to narrow the request to an exact record set. Parallel batch retrieval then packages the selected evidence while production ingestion continues in the background.
A repeatable response process
The completed workflow becomes a reusable operational pattern. Quality and IT teams can respond to future investigations with consistent criteria, measurable progress, and less manual coordination.
