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Excerpted from a session held by Purgo AI x Databricks at the Databricks Data + AI Summit (June 2025). Clinical Trial Data is undergoing a renaissance with new insights and data sources being added daily. The speed of new innovations and modalities that are found within trials poses an existential dilemma for 21CFR Part 11 compliance. In these validated environments, new components and methods need to be tested for reproducibility and restricted data access. In classical syst

Building and maintaining ETL/ELT pipelines manually is time-consuming, error-prone, and costly. Purgo AI transforms this process by automating each step—from business requirement gathering in Jira to production-ready deployment—ensuring faster implementation, and reduced engineering workload.