Pharmaceuticals & Biotech|Product Engineering|Increase Efficiency

Novo NordiskClinical trial research

Silos forced teams to manually chase data. Now, AI agents identify adverse events in seconds, eliminating weeks of cross-referencing.

Jan 4, 2026|1 month ago

Key results

Projected New Value
$157M+
Projected Efficiency
$14M+

The company

Novo Nordisk logo

Novo Nordisk

novonordisk.com

Pharmaceutical company specializing in diabetes, obesity, and rare blood disorders.

IndustryPharmaceuticals & Biotech
LocationBagsværd, Denmark
Employees50K-100K
Founded1923

Result highlights

  • Potential $157M net new value over 5 years
  • Potential $14M efficiency gains over 5 years
  • Insight generation cut from weeks to seconds

The story

A century-old global pharmaceutical leader focused on diabetes and chronic diseases, managing billions of clinical trial data points across highly regulated environments.

A "patchwork spiderweb" of siloed systems forced teams to manually pass information between departments, creating bottlenecks in clinical trial research. Critical data was trapped in individual storage solutions, preventing the scaling of AI initiatives and complicating regulatory compliance.

The organization implemented a hybrid Data Mesh architecture on Databricks, allowing research domains to own their data while enforcing unified governance through Unity Catalog. They deployed "Co-Scientist" AI agents that enable staff to query clinical data via natural language to identify adverse events and trial protocols. The platform integrates Terraform and Azure DevOps to ensure standardized, reproducible workflows across 60+ production teams.

Scope & timeline

  • 9 months from concept to MVP
  • 1,000 active users on data platform
  • 20% developer adoption of clinical data

Quotes

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