Pharmaceuticals & Biotech|Finance

Gilead Sciences
Fraud detection

Manual pivot tables missed complex fraud rings. A graph database now links scattered evidence, cutting investigations from weeks to minutes.

PublishedSep 23, 2025|4 months ago

Key results

Faster Detection
1000x
vs relational databases
False Positive Reduction
20-50%
Detection Rate Improvement
15-20%

Result highlights

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The story

A global biopharmaceutical company facing a $431 billion counterfeit market where criminals distribute fake life-saving HIV drugs and antipsychotics.

Investigators relied on manual Excel pivot tables to stitch together scattered evidence, creating a bottleneck that missed complex criminal rings...

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Quotes

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The company

Gilead Sciences logo

Gilead Sciences

gilead.com

Biopharmaceutical company developing antiviral medicines and oncology treatments.

IndustryPharmaceuticals & Biotech
LocationFoster City, CA, USA
Employees10K-50K
Founded1987

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