provenance-data-quality

What problem does it solve?

This Skill enables the generation of Provenance resources to document data origin, authorship, and transformation within electronic health records, supporting compliance and audit needs.

Core Features & Use Cases

• Provenance Modeling: Generate detailed provenance records for audit trails, including agents, activities, entities, and security labels.
• Data Quality Simulation: Model realistic data variations like missing, sparse, or inconsistent data, reflecting real-world EHR messiness.
• Use Case: A healthcare organization needs to track data lineage and data quality issues across multiple systems to meet regulatory standards and support audits.

Quick Start

Describe the data origin process or audit scenario you wish to simulate, and the skill will generate corresponding provenance resources for your healthcare data.