iAURA Data Modeler/Mapper by Persistent

During modernization to the Databricks Lakehouse, schema alignment and data modeling frequently emerge as the most complex and time-intensive steps. 

Persistent’s iAURA Data Modeler & Mapper brings intelligence and automation to this process.

Source Integration: Supports uploading JSON schema files or directly connecting to source systems to extract schemas. Parses and validates schema information for tables and columns. 

KPI Analysis & Generation: Automatically suggests relevant business KPIs based on the source schema and maps KPIs to specific tables and columns. 

Data Warehouse Schema Generation: Proposes data warehouse schema designs aligned to source schemas and business requirements. Creates fact and dimension tables with appropriate relationships and generates mapping tables to track source-to-target transformations. 

Feedback & Refinement: Collects user feedback on proposed schemas and uses Mosaic AI to interpret feedback and update schema design. Tracks and displays schema changes through diff summaries. 

Documentation Generation: Produces comprehensive HTML documentation including schema summaries, table details, and ER diagrams. 

Together, these capabilities deliver a guided, automated, and continuously improving data warehouse design process for the Databricks Lakehouse. Learn more about iAURA Data Modeler & Mapper .

Benefits of iAURA Data Modeler & Mapper Accelerator include:

• Faster Design – Accelerate modeling with AI

• Lower Risk – Improve design confidence

• Higher ROI – Reduce effort, speed readiness