SAP ETL Tools

ETL (Extract, Transform and Load) Tools for Today’s Analytics

Companies are looking to integrate and analyze data on SAP Business Warehouse or on other platforms like Snowflake, Azure Synapse, and Google BigQuery to generate insights for their decision making. Merging varied SAP data from heterogeneous sources in real-time is a challenge, which is exacerbated by the prevalence of both structured, unstructured, and semi-structured data.

ETL (extract, transform, and load) is the process in which the data is extracted from any data sources and transformed into a proper format for storing and future reference purposes. The data is loaded into a database or data warehouse.

ETL (Extract, Transform and Load) Tools for Today’s Analytics

ETL tools are used to route data to and from the various SAP and non-SAP systems. They can transform data into different formats depending upon source and destination systems. They also can be used for cleaning the data by running some checks. ETL tools can ensure that rules on how to extract and transform data outside of an application are maintained and utilized.

ETL tools are used for the management of the ETL pipelines. They can extract the data from several data sources by connecting with the databases and storing the data in a data warehouse so that they can be used for reporting and analytics. They may also provide testing of the data pipelines and reporting of the executed runs. The advantage of ETL tools is that they do require limited user intervention.

Some type of ETL tools today include

Enterprise software tools, such as those from SAP, which are application-based tools provided as a product by several large software companies.
Cloud-based ETL tools are provided by many cloud providers as service when clients store data on a cloud platform.
Open-source ETL tools are free-to-use software that can be be cloud-based or on-premise.
Reverse-ETL tools are the opposite of the ETL or ELT process where the data flows into the data warehouse.

Sarbanes-Oxley: Speed Your Closing Processes with BW and SEM

Published: 01/October/2003

Reading time: 9 mins

One result of the Sarbanes-Oxley Act of 2002 is that companies will need to close their books faster. BW and SEM offer functionalities and applications that help you achieve the fast close, including process chains, Business Consolidations System, and the Corporate Performance Monitor. Learn how you can use each of these to speed your closing....…
Identify Fraud Risks with Forensic Audit Queries

Published: 15/January/2008

Reading time: 23 mins

Audit committees, management, investors, regulators, and external auditors expect your business process controls to be effective, efficient, and testable. See how to extend your GRC functionality to identify control exceptions in your SAP system by locating data in SAP tables and running forensic audit queries. Out of the box, compliance solutions such as the SAP...…
Convert Dangerous Goods Master Data Accurately in Your ECC Upgrade

Published: 15/October/2007

Reading time: 13 mins

Eliminate potential risks with proven step-by-step instructions to convert dangerous goods master data during your next major upgrade to SAP ERP Central Component 5.0 or 6.0. Failure to perform these steps may result in erroneous master data. Key Concept A dangerous good is a hazardous material that poses a risk to people or the environment....…
Six Keys to Achieving the “Flawless Launch”

Published: 01/February/2009

Reading time: 7 mins

ManagementIn the manufacturing world, a flawless launch is one in which a new product is brought through the 90-day start of production phase with no defects or delays. It is an elusive ideal, since manufacturers must — among other things — keep development costs on target, secure production part approvals, deliver samples on time, ensure...…
Standard Tools Can Eliminate Multi-Source Consignment Confusion

Published: 03/April/2009

Reading time: 17 mins

See how to resolve problems related to ownership of materials that affect supply chain processes such as inventory tracking and invoicing. Key Concept Multi-source consignment refers to raw materials purchased from different vendors, but stored or mixed together in a common container, such as beverages or food items. Although it is not a best practice,...…
Outsourcing of Payroll in an SAP Environment: Part 1 — Evaluation

Published: 16/January/2008

Reading time: 17 mins

Prepare for evaluating options surrounding payroll outsourcing in the SAP environment. Payroll outsourcing involves evaluation as well as implementation. Evaluate several payroll factors to determine which approach is most suitable for your organization. Key Concept Payroll outsourcing in an SAP environment can follow a methodology that goes far beyond a typical in-house payroll implementation. The...…
Simplify Development Work for Data Exchanges with the ADBC API

Published: 09/July/2010

Reading time: 12 mins

The ADBC API is a little-known option for exchanging data between two systems. ABAP database connectivity is an option when you need to exchange data to stage in the target system because it provides better control when performing database updates and data retrieval from the non-SAP system. Find out how to set up and use...…
Securely Run SAP Systems in the Cloud with Amazon’s EC2 Platform and Simple Storage Service

Published: 04/October/2010

Reading time: 13 mins

Running SAP systems on a cloud platform offers significant benefits — rapid scalability, minimal incremental hardware cost, and the reduction of internal resource needs. The case for running SAP systems on a cloud platform is compelling for non-productive systems. However, there are inherent risks in allowing your data to reside with a hosted service provider...…
Avoid Audit Problems by Building Controls as Part of Your Implementation Life Cycle

Published: 15/February/2009

Reading time: 25 mins

/GRCTo have an efficient and effective control design process, certain risk and control activities need to occur during the implementation process. These activities reduce the potential for audit issues and minimize future rework. By following this strategy you significantly increase the likelihood of having a successful implementation and a pain-free audit. Key Concept Controls are...…
Use SAP StreamWork to Track Sentiment Analysis and Performance Metrics

Published: 24/March/2011

Reading time: 10 mins

Public sentiment analysis (PSA) is an emerging discipline created by the billions of expressions made on the Internet from social media sites such as Twitter and Facebook. Capturing both organization sentiment analysis (OSA) and public opinion can create an early warning system as to the success or failure of new products and services and the...…