Why Migrate from SAP to Databricks?
Simplify SAP Pipelines
Replace slow extractors and fragile custom ETL with automated connectors and CDC.
This ensures reliable and scalable ingestion without constant break-fix.
How it Works
From SAP to AI-ready data in six simple steps
Connector Setup
Configure Fivetran ODP/CDS extractors and custom API CDC for Z-tables. This enables both standard and custom SAP objects to flow into Databricks.
Ingestion
Perform an initial backfill into Delta Bronze, followed by continuous CDC updates. Your pipelines stay current without impacting SAP performance.
Refinement
Transform data in Delta Silver with currency conversions, fiscal calendars and master data joins. This ensures consistency and business-ready datasets.
Serving
Deliver curated Delta Gold marts for BI dashboards and ML models. Analysts and data scientists get trusted, production-grade data.
Validation
Run KPI reconciliation against SAP BW and reports. Automated checks confirm record counts, trial balance, AR/AP and other critical measures.
Governance
Register all Delta tables in Unity Catalog with RBAC, lineage and masking. This ensures security, auditability and compliance for sensitive fields.
Pre-Built
Extractors
Use ODP, CDS and table-level extractors (BKPF, BSEG, VBAK, VBAP) to quickly bring core SAP data into Databricks. Thereby avoiding long development cycles and manual coding.
Custom CDC Connector
Capture incremental changes through API-based CDC with schema drift handling. Moreover, custom Z-tables and non-standard objects are ingested seamlessly.
Delta
Models
Access curated finance, supply chain and HR models out of the box. These are designed for reporting, analytics and AI with trusted business logic.
Validation
Pack
Reconcile record counts and KPIs against SAP BW and reports. This ensures data parity before business users cut over.
Governance Templates
Register Delta tables in Unity Catalog with RBAC, lineage and masking. Compliance, audit and data security are enforced by design.
Watch Accelerator in Action
