

SAP Data Services and Denodo compete in the data integration and management domain. While SAP leads in pricing and support, Denodo's advanced features are favored by users willing to pay the premium.
Features: SAP Data Services focuses on data migration and integration, providing extensive database support and tools for data cleansing, matching, and consolidation. It boasts multi-user support, security, and advanced ETL functionality, with seamless integration to both SAP and external systems. Denodo is known for data virtualization with a strong semantic layer and data cataloging capabilities. It provides data abstraction and modeling, allowing visualization without data movement, with efficient source integration for performance gains in complex environments.
Room for Improvement: SAP Data Services struggles with parallel job handling, web services integration, and error logging, with users expressing issues regarding version compatibility and custom functions. Suggestions include better dynamic scheduling, debugging, and cloud support. Denodo's data catalog functionality and connectivity for end-users require improvement. Additionally, performance management and scalability for large datasets need refinement, alongside better documentation, user interface, and training aspects.
Ease of Deployment and Customer Service: SAP Data Services primarily offers on-premises deployment, facing limitations in cloud support. While customer service and technical support are generally well-received, there is room for improvement in support responsiveness and multi-language capabilities. Denodo provides a flexible deployment model with hybrid and private cloud options. Its support, while decent, encounters challenges in training and technical assistance. Customers appreciate Denodo's adaptability to modern deployment environments.
Pricing and ROI: SAP Data Services is considered expensive, with some customers transitioning to alternatives due to cost concerns, but it does deliver substantial time and cost savings, positively impacting ROI. Licensing complexity and pricing pose challenges for smaller businesses. Denodo, though also pricey, is valued by larger enterprises for its comprehensive functionality. Despite training costs, Denodo's pricing structure offers a balanced ROI for organizations that benefit from its enhanced features.
It provides a positive return on investment for those who can connect multiple data sources and make data-driven decisions easily.
If you don't need to write a whole ETL to make the data virtualization, you need way fewer people to write a query instead of writing an ETL pipeline.
I have seen a return on investment, which showed up in improved customer satisfaction scores.
SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.
They have a good methodology for learning how to use the tool.
Denodo's customer support team is very competent and responsive.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
If you keep a high priority issue, such as a production impact, they certainly come and address it in no time.
The level three support is better because they know what they are doing.
For huge data requests, it cannot scale automatically; admin action is required.
Denodo's scalability comes into play specifically when there is data transfer.
My client has almost 100 million records, and the performance was impacted in a way that required optimization.
If I were to rate it from one to 10, I would say it has a nine to 10 for scalability.
I would rate it nine out of ten because it is very reliable, always performing as expected.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Denodo is stable and good.
I would rate the stability of SAP Data Services as very stable, a ten.
Ensuring data caching is up to date is critical.
Denodo needs better communication on how the product can be deployed for specific solutions.
The system has dependencies on other environments, like JVM, which can affect its performance.
Now, they are coming up with many pricing options, which is tricky; they offer one thing for free, but charge for nine others.
SAP Data Services does handle integration with third-party systems.
The documentation is not up to the mark.
For small companies, it's not a solution that most small companies can afford.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.
SAP Data Services is mainly used for extraction of data, and it works with all databases.
It remains a fast data-moving tool, faster than most new ones.
| Product | Mindshare (%) |
|---|---|
| Denodo | 1.4% |
| SAP Data Services | 1.5% |
| Other | 97.1% |


| Company Size | Count |
|---|---|
| Small Business | 16 |
| Midsize Enterprise | 6 |
| Large Enterprise | 21 |
| Company Size | Count |
|---|---|
| Small Business | 13 |
| Midsize Enterprise | 5 |
| Large Enterprise | 36 |
Denodo specializes in data virtualization, data cataloging, and user-friendly interfaces. It's recognized for connecting disparate data sources, presenting unified data for analytics, and supporting efficient decision-making with agile analytics and robust data governance.
Denodo effectively aggregates data from multiple sources to offer a comprehensive understanding through its virtualization capabilities. It provides role-based access control, flexible query languages, performance optimization, and integration with databases. Enhancements are needed in its interface and documentation to ensure better user experiences. While the platform supports cloud migration, integration challenges with tools like Salesforce and MuleSoft exist. Improvements in data visualization, automation, and scalability, especially in large data environments, are critical areas for growth.
What are the key features of Denodo?In industries like finance, healthcare, and retail, Denodo plays a crucial role in data virtualization and integration. Organizations use it to unify disparate data systems, enabling real-time analytics and supporting cloud migrations. Denodo's platform is ideal for businesses needing to aggregate, transform, and utilize diverse data efficiently, optimizing operations and enhancing governance.
SAP Data Services is a comprehensive data integration and management tool known for its robust ETL functionality and seamless data quality management across SAP and non-SAP systems, providing flexibility and effective data handling.
SAP Data Services offers extensive integration capabilities with a range of systems, enabling efficient data migration, warehousing, and quality assurance. Despite challenges in connectivity, SQL optimization, and handling big data, it remains a top choice for data extraction and transformation. Its user-friendly interface and customization options enhance ease of use. The tool is recognized for scalability, performance, customer satisfaction, and supporting complex data transformations for improved analytics.
What are the key features of SAP Data Services?SAP Data Services is widely implemented across industries like banking, telecom, and manufacturing. Companies leverage it to integrate multiple data sources and manage migrations from legacy to modern platforms such as cloud environments and HANA architecture. It supports complex transformations essential for financial, operational, and business intelligence reporting, enhancing insights and decision-making.
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