What users are saying about
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Top Rated
73 Ratings

SAP Data Intelligence

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Top Rated
73 Ratings
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Score 8.6 out of 100
31 Ratings
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Score 8 out of 100

Feature Set Ratings

    Data Quality

    SAP Data Intelligence

    Feature Set Not Supported
    N/A
    7.4

    SAP Data Services

    74%
    SAP Data Services ranks higher in 6/6 features

    Data source connectivity

    N/A
    0 Ratings
    7.0
    70%
    12 Ratings

    Data profiling

    N/A
    0 Ratings
    8.0
    80%
    12 Ratings

    Master data management (MDM) integration

    N/A
    0 Ratings
    7.1
    71%
    9 Ratings

    Data element standardization

    N/A
    0 Ratings
    8.0
    80%
    12 Ratings

    Match and merge

    N/A
    0 Ratings
    6.5
    65%
    12 Ratings

    Address verification

    N/A
    0 Ratings
    7.5
    75%
    10 Ratings

    Attribute Ratings

    • SAP Data Intelligence is rated higher in 1 area: Likelihood to Recommend
    • SAP Data Services is rated higher in 1 area: Support Rating

    Likelihood to Recommend

    9.4

    SAP Data Intelligence

    94%
    37 Ratings
    7.5

    SAP Data Services

    75%
    12 Ratings

    Likelihood to Renew

    8.2

    SAP Data Intelligence

    82%
    1 Rating

    SAP Data Services

    N/A
    0 Ratings

    Usability

    7.8

    SAP Data Intelligence

    78%
    32 Ratings

    SAP Data Services

    N/A
    0 Ratings

    Support Rating

    7.9

    SAP Data Intelligence

    79%
    32 Ratings
    8.0

    SAP Data Services

    80%
    12 Ratings

    Likelihood to Recommend

    SAP

    In the two organizations that I have used SAP Data Intelligence, it has been effective in managing data operations. SAP Data Intelligence is the most robust data integration and management solution that I have ever come across. I would highly recommend this service to all prospects that are looking to create, execute and reuse data models at ease.
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    SAP

    SAP Data Services is a great tool for managing and mapping big data with easy setup and integration processes. The metadata administration provided by the SAP DS is also very effective and saves a lot for the organizations which deal with heavy data management issues. Recommended for the companies and businesses looking for a reliable data services tool.
    Read full review

    Pros

    SAP

    • It integrates well with our current ecosystem of SAP products, like HANA.
    • It provides end-to-end machine learning operations, with tools for the complete model life cycle.
    • It has a simple user interface for novice users, with complex tools also available for power users.
    • It builds on SAP Data Hub, providing all the ETL functions of that tool with additional machine learning functionality.
    • It can run in the cloud, no on-premise software management needed.
    • Many programming languages are supported, it provides a sandbox environment for the user to develop in whichever style they prefer.
    • SAP is very actively developing and improving it.
    Read full review

    SAP

    • Repetition of the same extract or transform for different needs. We can use variables to use the same ETL job for different types of aggregations.
    • Reliability of the jobs through the use of audit features. We can add audit gates to check for table counts and automatically send out notifications and alerts.
    Read full review

    Cons

    SAP

    • Better documentation with examples of how to use connectors (i.e. what input/output must look like)
    • Debugging functionality required to understand where pipelines fail and how data looks at that point
    • SAP libraries (e.g. python hana_ml) should be STANDARD and pre-installed to avoid dockerfiles and other workarounds
    • Dockerfile execution takes long times without giving a status where it is failing/held up
    • HANA Read/Write Table operator throws TLS errors which are unlikely when HANA connection generally works
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    SAP

    • Debugging is not very easy. When one wants to see the flow of data from one Query to another, the process is not very smooth and efficient.
    • A lot of functions do not behave the way they should. I have faced problems with the count() function.
    • I have faced problems while loading Excel files. The same set of options will work in one case but not in the other.
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    Pricing Details

    SAP Data Intelligence

    Starting Price

    Editions & Modules

    SAP Data Intelligence editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      Optional

      Additional Details

      Pricing Info

      SAP Data Services

      Starting Price

      Editions & Modules

      SAP Data Services editions and modules pricing
      EditionModules

      Footnotes

        Offerings

        Free Trial
        Free/Freemium Version
        Premium Consulting/Integration Services

        Entry-level set up fee?

        No setup fee

        Additional Details

        Likelihood to Renew

        SAP

        Allow collaborations among various personas
        with insights as ratings and comments on the
        datasets Reuse knowledges on the datasets for new users Next-Gen Data Management and Artificial Intelligence
        Read full review

        SAP

        No answers on this topic

        Usability

        SAP

        - Difficult debugging, sometimes it does not show where an error occurred so the error finding is difficult - Lot of tabs get opened when working with the tool which is not very user friendly - Pipelines and notebooks were sometimes deleted and could not be restored - Frequently used libraries (such as hana_ml) could not be installed via the dockerfile and should potentially be pre-installed for better usability
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        SAP

        No answers on this topic

        Support Rating

        SAP

        Initially we struggle to get help from SAP but then dedicated Dev angel was assigned to us and that simplify the overall support scenario. There is still room of improvement in documentation around SAP Data intelligence. We struggle a lot to initially understand the feature and required help around performance improvement area,
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        SAP

        As other SAP products, there is excellent support by SAP on this tool. You can access the SAP Help portal in order to give support either from the huge community or directly from SAP.
        Read full review

        Alternatives Considered

        SAP

        One of the reasons to pick SAP Data Intelligence is the speed and security it provides, in addition to the excellent support it provides. It is also compatible with all popular databases, which is another reason to choose it.
        Read full review

        SAP

        You cannot afford to run your business on questionable data. With SAP® Data Services software, you can access, transform, and connect data to fuel your critical business processes. Together, these enterprise-class solutions enable data integration and data quality, providing the right level of insight across your business so you can make better decisions and operate more effectively.SAP Data Services was previously known as SAP BusinessObjects Data Services, SAP BusinessObjects Data Integrator, BusinessObjects Data Integrator.
        Read full review

        Return on Investment

        SAP

        • Automation of data management slashed tasks by over 60% in most departments for the first 8 months.
        • Metadata catalogs have enabled us to categorize data from disjointed sources in one place.
        • It runs multiple ML models which enhances flexibility when managing data.
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        SAP

        • DS has had a very positive impact by reducing deployment times for SAP and has provided ability to deploy multiple sites at the same time.
        • Ongoing master data creation/migration benefits significantly from DS, and it's easy to stand up a new business unit.
        • Data accuracy improved and manual inspections are minimal.
        Read full review

        Screenshots

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