Introducing SAP Data Ingestion Accelerator from Celebal Technologies, a framework designed to accelerate SAP data ingestion into the Azure ecosystem while building a multi-hop architecture. This accelerator addresses key enterprise challenges such as manual creation of ADF pipelines for full and delta loads, dependency on multiple developers, and ongoing pipeline maintenance. It brings consistency by reducing manual Databricks notebook creation for each SAP base table and eliminates deadlocks caused by parallel workloads. With automation focused on the Silver Layer, it ensures standardization and enhances visibility across ingestion processes.

CT SAP Data Ingestion Accelerator provides an intuitive user interface and backend integration suite that connects Azure Data Factory and Synapse Pipelines with Microsoft Fabric, Azure Databricks, and Synapse Dedicated SQL Pool. Using native “SAP Table” linked services, it extracts data from SAP ERP systems via RFC from the ABAP layer. The solution simplifies the ingestion of complex tables like BSEG and minimizes repetitive development efforts. Deployed directly in the enterprise Azure tenant, it is offered as part of Celebal Technologies’ services, a ready-to-deploy solution built for flexibility and scale.

Key Features:

1. User-Friendly Design:​

Enables pipeline monitoring, debugging, and scheduling via ADF and Synapse, with easy toggling across source, destination, and ELT platforms. Supports full and delta loads, with timestamp tracking and full-load configuration for high-volume tables like BSEG, MSEG, and ACDOCA. It also provides clear visibility into ingested data and pending ingestion tasks, ensuring transparency and control.

2. Automated, Unified Delta Load and Full Load Ingestion Process:

Offers a unified orchestration and transformation process for ingesting data from Bronze to Silver layers. Auto-generates RFCs using Delta Control Table, and pre-built, configurable control tables help define Synapse distribution, source-side ADF partitioning, and delta load logic for header and item tables.

3. Automated Bronze and Silver Layer Creation:

Automates raw data ingestion into the Bronze Layer, builds the Silver Layer using SAP DD03L metadata, manages schema drift and upserts, and removes the need for separate securable layers on DBX/Synapse between Bronze and Silver.

Business Impacts:

· Faster data ingestion, reducing time-to-insight.

· Unified scripts ensure a clean Databricks/Synapse environment for transformations and Delta operations.

· Enhanced data visualization for quicker decision-making.

· Improved transparency and user experience for stakeholders.

· Time Deduction in building Data Ingestion Framework

· Off Loading of Huge Data engineering team.

Accelerate your SAP data ingestion with ease. Try our solution now!