Velocity: SAP Data Ingestion to Azure and Databricks

Kagool Velocity is a no-code, SAP-certified data ingestion platform that simplifies the extraction, transformation, and delivery of data from SAP ECC, S/4HANA, and other SAP systems directly into modern analytics platforms such as Databricks, Microsoft Fabric, and Azure. Designed to eliminate the need for staging databases or custom code, Velocity streamlines the SAP data integration process, making it significantly faster and more efficient.

By automating complex SAP data pipelines—such as change data capture (CDC), delta processing, and batch scheduling—Velocity reduces manual effort and accelerates time-to-insight. It also offers robust features for sensitive data handling, load performance management, and audit logging, ensuring data security, compliance, and transparency throughout the ingestion process.

Organisations using Velocity benefit from quicker access to reliable SAP data for analytics, reporting, and advanced use cases like artificial intelligence and machine learning, without the need for specialist SAP links.

Yes. Velocity connects to SAP ECC and S/4HANA systems using Kagool’s proprietary ABAP-based extraction package. This enables optimised, high-performance access to SAP source data, ensuring efficient data extraction without the need for custom code or staging layers. As an SAP-certified solution, Velocity provides native integration with key SAP data objects, allowing organisations to ingest SAP data directly into modern platforms such as Databricks, Azure, and Microsoft Fabric for analytics and reporting.

Yes. Kagool's Velocity includes built-in support for delta extraction and change data capture (CDC) from both SAP ECC and S/4HANA. Using its SAP-certified ABAP-based extraction package, Velocity can efficiently identify and extract only changed records, minimising data volumes and system load.

Velocity supports multiple CDC strategies, including:

• Timestamp-based deltas
• Counter or numeric field-based deltas
• Custom field logic tailored to your SAP configuration

This enables organisations to maintain up-to-date SAP datasets in analytics platforms like Databricks, Microsoft Azure, and Microsoft Fabric, while reducing processing time and improving performance. Delta logic can be applied to tables, extractors, and CDS views, supporting both batch and near real-time SAP data ingestion workflows.links.

Yes. Kagool’s Velocity is a fully no-code SAP data ingestion tool designed for easy deployment and operation. It allows users to extract and deliver data from SAP ECC and S/4HANA into analytics platforms like Databricks, Microsoft Azure, and Microsoft Fabric—all without writing ABAP code or relying on custom scripts.

With intuitive configuration interfaces, pre-built connectors, and support for delta and change data capture (CDC), Velocity enables business and data teams to manage SAP data pipelines independently. Its no-code architecture helps reduce time-to-value, lower IT overhead, and improve agility across data integration workflows..

Yes. Kagool Velocity is designed for seamless integration with existing enterprise systems, making it an ideal solution for organisations looking to modernise their SAP data ingestion without disrupting current infrastructure. It supports integration with leading ERP platforms like SAP ECC, SAP S/4HANA, and Oracle, as well as popular CRM systems such as Salesforce and Microsoft Dynamics.

Velocity also connects easily with modern cloud platforms and data ecosystems, including Databricks, Microsoft Azure, and Microsoft Fabric, enabling end-to-end data flow across your enterprise technology stack. Kagool's technical team conducts a detailed architecture assessment to ensure smooth deployment, system compatibility, and minimal disruption during integration.

Whether you're operating in a hybrid, on-premises, or cloud-first environment, Velocity offers the flexibility and scalability needed to support complex data integration workflows across your organisation.links.