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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    MLReef

    Score9.1 out of 10
    Enterprise companies (1,001+ employees)
    MLReef is a Machine Learning development platform that aims to democratize ML innovation across the entire organization. Distributed ML Development: - up to 5X in ML development throughput - up to 85% less dependency on internal data science capacity - Distributed workload on complex data tasks with seamless involvable domain experts - Higher acceptance of deploye models ad development is a joint task Q: What is Distributed ML…N/A

    SAP Information Steward

    Score9 out of 10
    N/AMonitor, analyze, and improve data integrity with SAP Information Steward software. Combine data profiling and metadata management tools for continuous insight into the quality of enterprise information to optimize processes, and enhance operational, analytical, and data governance initiatives.N/A
    Pricing
    MLReefSAP Information Steward
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    MLReefSAP Information Steward
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalOptional
    Additional Details—SAP Information Steward is sold by CPU core volume to provide the processing power required to meet enterprise data integration and quality needs.
    More Pricing Information
    Best Alternatives
    MLReefSAP Information Steward
    Small Businesses
    TensorFlow
    Score7.6 out of 10
    No answers on this topic
    Medium-sized Companies
    Google Cloud AI
    Score8.7 out of 10
    No answers on this topic
    Enterprises
    Google Cloud AI
    Score8.7 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    MLReefSAP Information Steward
    Likelihood to Recommend
    9.1
    (1 ratings)
    9.0
    (4 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    10.0
    (1 ratings)
    Usability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Support Rating
    -
    (0 ratings)
    5.0
    (2 ratings)
    Implementation Rating
    -
    (0 ratings)
    8.0
    (1 ratings)
    User Testimonials
    MLReefSAP Information Steward
    Likelihood to Recommend
    MLReef
    Works well if you have to involve different roles in different organizations in a project. Less suited when you have a complex system of custom developed tools
    Read full review
    SAP
    SAP Information Steward is well suited for companies looking for profiling data, monitoring data quality and managing policies. It provides dashboards and features to create the awareness on Data Quality dimensions. SAP IS is not suited to manage huge amount of data due to performance issues. It is not designed to correct data by its own. However, It can remediate data through integration with SAP Master Data Governance or SAP Data Services.
    Incentivized
    Read full review
    Pros
    MLReef
    • Helps us to take on more client projects
    • Can be used by data analysts as well as casual users
    Read full review
    SAP
    • Audit trail management of Metadata to ensure due diligence with respect to the quality of data
    • Control features and identification of risk wrt data
    • Ready recknor in form of advance bi reports for procurement and costing kpi
    • Flexible comparison and filter functio ality across cross organisation data
    Incentivized
    Read full review
    Cons
    MLReef
    • Out of the box support for major cloud vendors
    Read full review
    SAP
    • More real-time integration scenarios needed.
    • Needs more generic standard content for metadata management.
    • The user interface can be more intuitive based on AI.
    Incentivized
    Read full review
    Likelihood to Renew
    MLReef
    No answers on this topic
    SAP
    Out of the box solution
    Incentivized
    Read full review
    Usability
    MLReef
    No answers on this topic
    SAP
    It provides out of box solution for information management at organisation level
    Incentivized
    Read full review
    Support Rating
    MLReef
    No answers on this topic
    SAP
    I believe many features from SAP Information Steward are available in other SAP products as well hence it is more confusing for business or customers to do the right selection. Moreover SAP strategy is not very clear for this particular product hence often we are confused while exploring more related scenarios
    Incentivized
    Read full review
    Implementation Rating
    MLReef
    No answers on this topic
    SAP
    Ready recknoer tools that act as reference are missing that can help to formulate ;Decision Driven Framework' for various strategic decesions
    Incentivized
    Read full review
    Alternatives Considered
    MLReef
    No answers on this topic
    SAP
    Both are great products and I highly recommend both
    Incentivized
    Read full review
    Return on Investment
    MLReef
    • We can handle 4 to 6 times more projects at the same time with our team
    • We stay engaged with our customers well beyond the project duration
    Read full review
    SAP
    • Improvement on Organization Data Quality
    • Real time Data Quality Issues discovery
    • Data Policies effective management
    Incentivized
    Read full review
    ScreenShots

    MLReef Screenshots

    Screenshot of ML Pipeline creation - from fully flexible git repositories to addressable, explorable and easy accessible drag-and-drop elementsScreenshot of A knowledgebase for your organization: ML Projects and AI Modules (scripts)Screenshot of Full version control and transparent experiment trackingScreenshot of Repositories to manage your scripts (SCM) and data (pipelines)Screenshot of Manage your team, groups and projects with access rights and granular permissions

    SAP Information Steward Screenshots

    Screenshot of Get a complete view of data quality reports by using dashboards and scorecards.Screenshot of Data impact that shows how the data is used so you can access the full impact on any data changes.Screenshot of Data profiling supports governance processes that define data ownership in accordance with business needs, roles, and policies.Screenshot of Data profiling details assess data in terms of accuracy, completeness, conformity, integrity.