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.
Denodo's customer support team is very competent and responsive.
They have a good methodology for learning how to use the tool.
They are proactive in conducting webinars and connecting with customers.
Its complexity in configuring and the requirement to install different connectors for different sources affects its scalability.
While the solution scales well on a single machine, I have doubts about its scalability when deployed as part of a Java component cluster.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
I would rate it nine out of ten because it is very reliable, always performing as expected.
Ensuring data caching is up to date is critical.
The system has dependencies on other environments, like JVM, which can affect its performance.
Denodo needs better communication on how the product can be deployed for specific solutions.
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.
Its catalog is useful for data governance and helps document information for databases and fields.
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
SAP Data Services is a top-ranking data integration and data quality tool. This is a product that aims to provide its users with effective access to their data in order to transform it and connect it to various business processes. SAP Data Services offers companies detailed data insights which improve decision-making and make company operations more effective.
Organizations can increase the value of their structured and unstructured data with the functionalities of this product regarding data integration, quality, and cleansing. Through various components such as:
the product transforms data into a ready-to-use resource for business insights.
Some of the key components of SAP Data Services include:
Through these components, the product allows its clients to access and integrate data sources and targets with native connectors. Users can derive meaning from unstructured text data, match data to reduce duplicates, and see the impact of data quality issues. The tool also offers the option to enable parallel processing, bulk data loading, and grid computing for high-volume data loads.
SAP Data Services Features
The solution has different features for data integration, data quality, data profiling, and processing of text data. Using these features, clients can manage their company's data easily and achieve excellent results by optimizing it. Some of the product’s features include:
SAP Data Services Benefits
This solution offers various benefits to its clients regarding the efficient operation of their data. The key benefits of SAP Data Services include:
Reviews from Real Users
According to Michael Lutz, senior data warehouse developer at Fox Chase Cancer Center, SAP Data Services is a powerful tool that does a lot.
An associate consultant at a consultancy says the tool is easy to use, simple to implement, and offers very good mapping capabilities.
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