Building a globally unique Redica ID across 10 million pharmaceutical records, resolving manufacturing sites, investigators, and distribution centers from 50+ agency sources.
"Redica ID is a key component of our data and it is a value proposition to our customers. We are very serious about it and want to ensure we’re doing everything possible to set it as a global standard."
Arijit Saha, Chief Technology Officer
Redica Systems
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Redica Systems is a data and analytics company in the life sciences sector, helping pharmaceutical and medtech clients improve quality and compliance. They analyze inspection reports, regulatory documents, and data from global health agencies, all without standardized identifiers, to generate meaningful compliance intelligence.
With 10 million raw records from global health agencies, spanning manufacturing sites, investigators, and distribution centers, each source uses different identifiers, formats, and address conventions. Building a persistent, globally unique Redica ID required resolving entities across all sources at scale, with accuracy high enough for regulatory and patient safety decisions.
Redica Systems built a three-layer pipeline around Zingg, pre-processing reduces raw volume, Zingg handles the hardest matches that rules can’t, and domain-specific post-processing finalizes the Redica ID. Setup took just two engineering sprints.
Arijit Saha, Chief Technology Officer
Redica Systems
See how Zingg powers Master Data Management at scale, from millions to golden records.
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