Standardizing Data science workflows with automation supports GxP compliance by fostering consistency, traceability, reliability, and efficiency throughout the software development lifecycle. These practices align with GxP principles by promoting quality, reliability, and transparency in regulated environments.
Project templates provide a consistent structure for code, data, and artifacts in Domino projects that require GxP compliance. A project template helps you achieve better outcomes and more reliable results through these benefits:
-
Increased consistency between projects
-
Faster project setup
-
Better adherence to best practices
-
Stronger collaboration
Learn more about Project templates.
Domino offers strong support for automation through APIs. The Domino API is a collection of public REST API endpoints that give you access to Domino’s core functionality. You can use the API to manage projects, datasets, environments, jobs, etc. In addition, Domino provides SDK bindings for the Domino APIs.
Learn more about Domino APIs or the Domino SDK.
CI/CD practices promote effective change management. Automated pipelines introduce changes incrementally and systematically, with built-in mechanisms for rollbacks if issues arise. This controlled approach aligns with GxP principles that require rigorous change control procedures.
Learn more about orchestrating Domino with CI/CD pipelines.