What users are saying about
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Top Rated
71 Ratings
4 Ratings

SAP Data Intelligence

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Top Rated
71 Ratings
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Score 8.6 out of 100
4 Ratings
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Score 7.7 out of 100

Feature Set Ratings

    Cloud Data Integration

    SAP Data Intelligence

    Feature Set Not Supported
    N/A
    6.9

    VertifyData

    69%
    VertifyData ranks higher in 6/6 features

    Pre-built connectors

    N/A
    0 Ratings
    6.6
    66%
    4 Ratings

    Connector modification

    N/A
    0 Ratings
    6.5
    65%
    3 Ratings

    Support for real-time and batch integration

    N/A
    0 Ratings
    7.0
    70%
    3 Ratings

    Data quality services

    N/A
    0 Ratings
    8.0
    80%
    3 Ratings

    Data security features

    N/A
    0 Ratings
    7.3
    73%
    1 Rating

    Monitoring console

    N/A
    0 Ratings
    6.3
    63%
    4 Ratings

    Attribute Ratings

    • SAP Data Intelligence is rated higher in 2 areas: Likelihood to Recommend, Usability

    Likelihood to Recommend

    9.4

    SAP Data Intelligence

    94%
    35 Ratings
    7.7

    VertifyData

    77%
    4 Ratings

    Likelihood to Renew

    8.2

    SAP Data Intelligence

    82%
    1 Rating

    VertifyData

    N/A
    0 Ratings

    Usability

    7.8

    SAP Data Intelligence

    78%
    30 Ratings
    7.3

    VertifyData

    73%
    2 Ratings

    Performance

    SAP Data Intelligence

    N/A
    0 Ratings
    6.8

    VertifyData

    68%
    4 Ratings

    Support Rating

    7.8

    SAP Data Intelligence

    78%
    30 Ratings

    VertifyData

    N/A
    0 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.
    Read full review

    Vertify, Inc.

    I would recommend it, as VertifyData exactly fit our use case. I can't speak for all use cases and all connectors - naturally - but the ones we are using and have explored so far, work perfectly well. Also, being a person myself that is not fluent in SQL or JSON or API language in general, I was still able to create all workflows our company needed myself. Which I consider a huge benefit.
    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

    Vertify, Inc.

    • Communication.
    • Follow up.
    • They're constantly trying to improve.
    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
    Read full review

    Vertify, Inc.

    • Automated error trouble-shooting is not always clear/helpful
    • Clearly distinguishing internal errors vs. external errors
    • Perhaps a blog where users can interact with questions + solutions
    Read full review

    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

      VertifyData

      Starting Price

      $0 per year

      Editions & Modules

      VertifyData editions and modules pricing
      EditionModules
      Basic License$6,0001
      Standard License$15,0002
      Premium License$31,1883
      Enterprise License$50,0004

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      Required $6,000

      Additional Details

      Enterprise License is custom. The starting price is $50,000 and depending on the scope, could increase. There are a la carte options for sandboxes, custom connector builds, and professional services

      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

      Vertify, Inc.

      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
      Read full review

      Vertify, Inc.

      Creating a mapping between source and target while also using lookups and transformations is not trivial. And VertifyData solved this reasonably well, at least all users in my organization understood it pretty quickly.
      Read full review

      Performance

      SAP

      No answers on this topic

      Vertify, Inc.

      It is not the easiest user interface to read/understand. However, once you understand how it works, then using it is not that bad. It's hard to remember what feature is listed under what tab (Manage vs. Define). A suggestion would be to get all call to actions on the same page
      Read full review

      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,
      Read full review

      Vertify, Inc.

      No answers on this topic

      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

      Vertify, Inc.

      Vertify offered more flexibility and was presented as a simple solution. In reality, it is more complex that we envisioned and we have never fully utilized our tools due to the lack of ability to configure things properly.
      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.
      Read full review

      Vertify, Inc.

      • Independently, teams are able to carry out their process with less communication and at a higher level of accuracy.
      • VertifyData is actively taking into consideration, consulting, and supporting our plans to build out the business
      Read full review

      Screenshots

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