Accelerate real-world evidence and decision-making with a modern data & ML platform built on Databricks and the medallion architecture.
SMARTER SCIENCE
For nearly five decades, our client has helped pharmaceutical companies bring critical treatments to patients faster and more safely. With a 50+ expert team across Real-World Evidence, Market Access, Advanced Market Research, and HCP engagement, they enable smarter, evidence-driven decisions throughout the product lifecycle.
SCALING STRUGGLES
Rising demand for near real-time insights created a data tsunami: massive, diverse sources (SFTP, APIs, flat files), fast growth, and the need for high-quality, traceable pipelines. Legacy tools couldn’t scale or assure consistency — blocking timely analytics and ML.
UNIFIED LIFE SCIENCES INTELLIGENCE
We partnered to design and deliver a Databricks platform structured around the medallion architecture, turning fragmented data into analytics-ready assets.
Integrated Data Pipeline
Ingested data from SFTP, REST APIs, and CSVs into Bronze, then used PySpark + Delta Lake in Silver for cleansing, validation, and conformance. Published Gold tables for dashboards, advanced research, and machine learning.
Real-Time & Reusable Orchestration
Implemented 100+ daily workflows supporting batch and streaming. Modular patterns enable reuse across business domains — improving agility and simplifying maintenance.
Built-in Machine Learning
Integrated MLflow for experiment tracking, lineage, and reproducible promotion — from notebook to production, so models move reliably across environments.
