--- title: SAP Information Steward Reviews meta_title: 'SAP Information Steward Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 33 reviews by the users' company size, role or industry to find out how SAP Information Steward works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 33 scale: '5' date_modified: '2026-07-12' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # SAP Information Steward Reviews **Vendor:** SAP **Category:** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) **Average Rating:** 4.3/5.0 **Total Reviews:** 33 ## About SAP Information Steward Monitor, 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. ## SAP Information Steward Reviews ### 1. SAP Information Steward: A panoramic data management tool with emphasis on integrity and governance **Rating:** 4.0/5.0 stars **Reviewed by:** Kiran Ramakrishna i. | Enterprise (> 1000 emp.) **Reviewed Date:** January 18, 2024 **What do you like best about SAP Information Steward?** SAP Information Steward is truly helpful in organizing, monitoring and collating large amount of useful data and sort them based on the in-built data profiling engines. The features are easy to plug in and implement on a large scale. **What do you dislike about SAP Information Steward?** Real-time saving of data while the same is being recorded shall help in case of any outage during the process. Being an out of box feature has its cons. Customization might become an impediment if it has to align to specific business requirements. With so much competition around, it is important for SAP Information Steward to incorporate Generative AI tools **What problems is SAP Information Steward solving and how is that benefiting you?** SAP Information Steward has aided us in the consolidation of data from different streams such as finance, marketing, supply chain, admin and other crucial departments. Quality of master data improved drastically and this helped the business team in driving important decisions to curtail the costs of my previous organization. It also helped in streamlined data reporting and visualization. ### 2. SAP Information Steward: The highly productive and qualitative data monitoring product **Rating:** 3.5/5.0 stars **Reviewed by:** Nidhi B. | Content Writer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 26, 2023 **What do you like best about SAP Information Steward?** SAP Information Steward has provided us with highly crucial information on fields such as materials, customers, supply chain, and more. It had a robust interface with tools for monitoring data, profiling data, and more. It also provided us with dashboards that helped us create awareness of data in the organization. The features were really easy to use, build, and implement in various spaces. **What do you dislike about SAP Information Steward?** There are scenarios where there can be more integration of real-time data. There is a need for a more generic standard content for data management and there are scopes for the use of AI especially in its user interface. **What problems is SAP Information Steward solving and how is that benefiting you?** SAP Information Steward is highly suited for monitoring large amounts and varieties of data that require highly detailed information along with no chances for mistakes/blunders. We were able to measure the performance and accept their reviews with its advanced KPI audit functionality. Its digital dashboard and robust tools like the Papm and Sac tool(both integrations)leveraged us really in multiple times. Though it is not suited for collaborative data monitoring, it was overall a great experience for us to use in our previous experiences in large-cap company. ### 3. Great for Client Management **Rating:** 5.0/5.0 stars **Reviewed by:** Nicole V. | Custom Garment Specialist | Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about SAP Information Steward?** When I used SAP, what I liked most was its detailed record keeping of clients and service providers. Irs very easy to navigate while keeping a lot of options/functions available. It was a great tool for following up with clients because of the calendar and phone integrations. This allowed great customer support and high satisfaction rates. **What do you dislike about SAP Information Steward?** The only thing I didnt like at the time of using it would be when the program would freeze while in a record, and the autosave wouldn't happen correctly. That would result in a loss of information and havng to obtain it again. This didn't hapen very often, depeding on the frequency of use. **What problems is SAP Information Steward solving and how is that benefiting you?** SAP is solving the issue of clients falling through the cracks or situations that may need to be handled in a timely manner. It benefited me greatly when I was with the employer as I used it for 2 years. It was one of the main tools we would use to track customers and incoming calls. ### 4. Tool to understand data integrity and impact of data on business **Rating:** 4.5/5.0 stars **Reviewed by:** Ninad K. | Senior Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** October 10, 2023 **What do you like best about SAP Information Steward?** Detailed insights into quality of data. Data profiling and metadata management becomes accurate and easy. Overall Data governance becomes streamlined. **What do you dislike about SAP Information Steward?** Database integration with Oracle Overall IT Infrastructure capability required. Basic User interface Need modern AI gererative tools for more detailed analysis of data. **What problems is SAP Information Steward solving and how is that benefiting you?** We are using SAP information steward for analysing huge data from all SAP tools used at our organisation. From finance, material management, HR, production planning to Manufacturing, all Master data management and quality monitoring of data done through SAP information steward. When quality of Master Data is corrected then its beneficial to whole organisation and for thousands of employees and their productivity gets impacted and its benefits are in billions of dollars. ### 5. BTP’s information governance layer **Rating:** 4.0/5.0 stars **Reviewed by:** xyz a. | Enterprise (> 1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** It helps achieving the information excellence and discipline needed for desired outcomes. The collaboration it offers among data workers, business users, and IT is above and beyond compared to other similar products. And the trust of SAP in itself makes it most desirable product 🙂 **What do you dislike about SAP Information Steward?** SAP name comes with costing factor. Also, a bit of challenges with customization of standard solution. **What problems is SAP Information Steward solving and how is that benefiting you?** Data profiling and quality assurance before actual migration activities like estimation and strategy definition. ### 6. Great to Handle Enterprise Data **Rating:** 4.0/5.0 stars **Reviewed by:** Nishant Z. | Technical Support, Small-Business (50 or fewer emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** Quality data management and integrations **What do you dislike about SAP Information Steward?** Implementation is really Complexi and high cost **What problems is SAP Information Steward solving and how is that benefiting you?** It assist to solve data related issues to control data quality,metadata control and integration implementation to make sure information is accurate. ### 7. A platform for corporate data management **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2023 **What do you like best about SAP Information Steward?** This tool is indispensable in aiding experts across the various facets of corporate data management: grasping data and metadata, establishing the business's quality standards (including guidelines for data verification and cleansing), and tracking the progression of data quality over time. **What do you dislike about SAP Information Steward?** Given the substantial workload required to implement SAP (the software), businesses often find themselves effectively "ensnared" by SAP (the program), creating a significant dependency. **What problems is SAP Information Steward solving and how is that benefiting you?** I use it for personal training, practicing in areas such as: Data profiling and data quality monitoring; Setting validation and data cleansing rules; Checking for duplicate data; Analyzing metadata; Creating a business glossary with term definitions. ### 8. Raising the Bar on Data Quality and Governance **Rating:** 4.5/5.0 stars **Reviewed by:** Shivam S. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about SAP Information Steward?** SAP Information Steward provides data profiling, metadata management, and continuous data quality monitoring, which i like most and one more thing is the integration with other SAP platforms. **What do you dislike about SAP Information Steward?** Learning and training required in deep which takes time. **What problems is SAP Information Steward solving and how is that benefiting you?** SAP Information Steward addresses data quality issues, provides data governance tools, and enables organisations to work with reliable and correct data to solve data management challenges. ### 9. Good help to maintain data **Rating:** 3.5/5.0 stars **Reviewed by:** Viren G. | Senior Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** January 13, 2024 **What do you like best about SAP Information Steward?** It helps to maintain the databases and keep the information unique to each lead and it also helps to review my multiple tasks with dashboard **What do you dislike about SAP Information Steward?** Can't integrate forex and other payments in this system and also few automations like lead mapping **What problems is SAP Information Steward solving and how is that benefiting you?** Maintaining the records for the leads like comments and others ### 10. Review for SAP INFO STEWARD **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 15, 2024 **What do you like best about SAP Information Steward?** SAP Information Steward excels in empowering businesses with robust data governance and quality management. Its intuitive interface, advanced profiling, seamless integration, and collaborative features make it the go-to solution for those seeking comprehensive control over data integrity. It ensures informed decision-making, fostering a culture of proactive data management. **What do you dislike about SAP Information Steward?** 1. Complexity in learning curve 2. Cost is high **What problems is SAP Information Steward solving and how is that benefiting you?** Data quality issues Data governance and compliance Unified data quality view Some integration challenges One solution to counter data governance issues ### 11. SAP IS OUTDATED **Rating:** 2.5/5.0 stars **Reviewed by:** Kathryn M. | Senior Customer Success Manager, Enterprise (> 1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** The information is good for storing and prodcut catagories. Great when you have a large amount of inventory to work through **What do you dislike about SAP Information Steward?** Its an older face front so not as streamlined as many others **What problems is SAP Information Steward solving and how is that benefiting you?** Its helping us sort through our mass inventory and getting customers the parts and prodcuts they need. ### 12. SAP HANA (High-performance ANalytic Appliance) **Rating:** 5.0/5.0 stars **Reviewed by:** srihari p. | Application engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 21, 2023 **What do you like best about SAP Information Steward?** It is easy to use and implement, it provide customer support and I'm usingit frequently since one year It has several number of features and easy to integrate **What do you dislike about SAP Information Steward?** As a user I do not have dislike about the product **What problems is SAP Information Steward solving and how is that benefiting you?** It makes data storage easier and safe ### 13. Best data profiling software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** Sap Information Steward is a single environment to discover and access,define , monitor and improve the quality of enterprise data. Ease of use **What do you dislike about SAP Information Steward?** Minimum workflows, No overreaching governence framework, Uncertain roadmap and future of toolset is concerned **What problems is SAP Information Steward solving and how is that benefiting you?** It's helps in anticipation of risk and drive business outcomes. ### 14. Great Product and we use it company wide on a daily basis. **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin W. | Territory Sales Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** We use it for all of our company data base for order inventory and data base info.It does have a lot of feautres and customer support. **What do you dislike about SAP Information Steward?** Their is nothing that I don't like about Sap. **What problems is SAP Information Steward solving and how is that benefiting you?** We haven't had any issues with SAP infomation steward. ### 15. Catman Manager **Rating:** 4.0/5.0 stars **Reviewed by:** heriberto d. | Founder Partner, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** Download business sales, on a monthly basis, at the region-UPC level. **What do you dislike about SAP Information Steward?** The configuration needs to be worked on to be able to download correctly, as the volume of information is very large. **What problems is SAP Information Steward solving and how is that benefiting you?** Solve problems of massive structured information management. ### 16. Sap Software review **Rating:** 4.5/5.0 stars **Reviewed by:** Ankur D. | Presales, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** It is ease to use and implementation and customer support and frequancy of use is good i have use all features and is easy to intedrate. **What do you dislike about SAP Information Steward?** It is more to data collecting for my day by day **What problems is SAP Information Steward solving and how is that benefiting you?** For data gathering and viewing. ### 17. SAP Info Steward - Data Governance **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.) **Reviewed Date:** January 15, 2024 **What do you like best about SAP Information Steward?** The fact that it evaluates and depicts of current data quality, data completeness, or data integrity as a whole present in system using dashboards which subsequently helps us to easily monitor and understand current status of data. **What do you dislike about SAP Information Steward?** The user interface need a retouch and probably performance can also be increased. **What problems is SAP Information Steward solving and how is that benefiting you?** Ease of evaluating the current data quality helps to improve and streamline the processes. ### 18. Best to maintain and use **Rating:** 5.0/5.0 stars **Reviewed by:** Deepak A. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 21, 2023 **What do you like best about SAP Information Steward?** It is very easy to use and maintain, very helpful. **What do you dislike about SAP Information Steward?** Nothing there to dislike, very helpful and informative. **What problems is SAP Information Steward solving and how is that benefiting you?** It is very useful in daya governance and also easy to pull and segregate the data. ### 19. BEST DATA MANAGEMENT **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** December 21, 2023 **What do you like best about SAP Information Steward?** One of the best data management software which lead for the company to manage the operational data and it also help all the users or employee to be single page with the truth. **What do you dislike about SAP Information Steward?** Implementation cost is high and demands for highly trained users. **What problems is SAP Information Steward solving and how is that benefiting you?** SAP help us in implementing all the operational data on the single page which beacome easier for employee for processing without bridging the security. ### 20. Best ERP available in Market **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 07, 2024 **What do you like best about SAP Information Steward?** It's integration capabilities are amazing & helps with streamlining resources **What do you dislike about SAP Information Steward?** I just found it getting slow upon information overload. Also it's a bit intricate to train a new staff on. **What problems is SAP Information Steward solving and how is that benefiting you?** It helps streamline the data for different teams ### 21. SAP Working Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Construction | Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about SAP Information Steward?** Easy of use and more ways to explore the data in constrction **What do you dislike about SAP Information Steward?** UI can be more userfriendly to access by all the users **What problems is SAP Information Steward solving and how is that benefiting you?** In Construction it is easier to track the data like cost management, inventories, etc., ### 22. SAP Information Steward useful for data techs **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Arts and Crafts | Small-Business (50 or fewer emp.) **Reviewed Date:** December 21, 2023 **What do you like best about SAP Information Steward?** SAP Information Steward helps consolidate and filter data tasks for me and my staff **What do you dislike about SAP Information Steward?** Has a learning curve for those not used to data software **What problems is SAP Information Steward solving and how is that benefiting you?** Data entry with profiling records and using it for company tasks ### 23. Review for SAP **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about SAP Information Steward?** Best thing about it is that it ensures that an organisation have a source of truth. **What do you dislike about SAP Information Steward?** It UI is the only thing which i struggled to use it **What problems is SAP Information Steward solving and how is that benefiting you?** Easy managing of data ### 24. very good business management software **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** December 22, 2023 **What do you like best about SAP Information Steward?** User friendly UI and customizable softare opportunities **What do you dislike about SAP Information Steward?** learning curve is slow and may take some time or also years to be expert **What problems is SAP Information Steward solving and how is that benefiting you?** business information managemenet and clients portfolio ### 25. Good product to Use. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2023 **What do you like best about SAP Information Steward?** It's ability to support data profiling very ywell. **What do you dislike about SAP Information Steward?** analysis part for data for my business can improve. **What problems is SAP Information Steward solving and how is that benefiting you?** take bettter decisions using the data in y organisation. ### 26. Best tool for Data/Information Management, Data Governance and Stewardship **Rating:** 5.0/5.0 stars **Reviewed by:** Partik A. | Technical Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** July 23, 2021 **What do you like best about SAP Information Steward?** Easy to consume and access High-quality data from Heterogeneous sources like Hadoop/DI tools/Databases/FlatFiles/SAP BW/Hana, easy in data cleaning, gathering data insights and making it ready for business recommendations. Data Lineage helps in easy understanding. **What do you dislike about SAP Information Steward?** Incredible experience so far. There is nothing as such to dislike about it. **Recommendations to others considering SAP Information Steward:** Best tool for data analysis, information management, governance, and stewardship. Easy to track data lineage and build data quality dashboards. Exceeding expectations. **What problems is SAP Information Steward solving and how is that benefiting you?** Data discovery of customer data and process it as per business needs, Fine-tuning and transforming it, followed by coming up with business's recommendations for their betterment. Data Quality dashboards for validating the quality. ### 27. Gets the Job Done **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2022 **What do you like best about SAP Information Steward?** The software has a ton of reporting capabilities that allows you to answer pretty much any question your data can answer (garbage in, garbage out). You can customize anything your customer wants, one and done **What do you dislike about SAP Information Steward?** The interface feels a little outdated, it doesn't have the modern visualization capabilities that are popular with other softwares today. **What problems is SAP Information Steward solving and how is that benefiting you?** We use this program for reporting and it provides canned reports over and over again ### 28. Data Governance professional **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Small-Business (50 or fewer emp.) **Reviewed Date:** August 14, 2021 **What do you like best about SAP Information Steward?** Data profiling, monitoring and information management **What do you dislike about SAP Information Steward?** User interface can be more intuitive based on AI and ML solutions **What problems is SAP Information Steward solving and how is that benefiting you?** Monitoring of Data Quality Data related cost savings ### 29. Information steward for Data cleansing **Rating:** 4.0/5.0 stars **Reviewed by:** Abhishek K. | Senior SAP Basis Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2020 **What do you like best about SAP Information Steward?** Can be easily enabled on an existing Business objects Data services application by installing an add on. **What do you dislike about SAP Information Steward?** Earlier versions of Information steward running on BO 4.1 was issue prone and not stable. The latest version 4.2 is more stable. **What problems is SAP Information Steward solving and how is that benefiting you?** master data management, Data cleansing and data monitoring. ### 30. Great product **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.) **Reviewed Date:** September 10, 2019 **What do you like best about SAP Information Steward?** Once we had figured out how to use it it worked fine with integrating different parts of the business. **What do you dislike about SAP Information Steward?** Teething troubles whilst we learnt how to use the product. The support wasn't particularly helpful but we soon found the answers online. **What problems is SAP Information Steward solving and how is that benefiting you?** The business now works more efficiently as different parts are integrated in. ### 31. Implementation for client **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2018 **What do you like best about SAP Information Steward?** The implementation of rules (advance editor button). Simple to validate data and set up data quality controls. It's nice that metadata can be extracted from multiple systems. Scorecards make an easy way to view your data and the quality of your data. **What do you dislike about SAP Information Steward?** sometimes errors don't explicitly explain well. If data administrator approves a rule, there is no going back to edit it for corrections or updates. SAP Information Steward is a fairly new software so help from SAP sometimes is lacking and some of their IT guys don't know how to solve/ fix errors. **Recommendations to others considering SAP Information Steward:** It takes time to get the hang and get use to this software, but once you do it is pretty simple. Don't count on many SAP IT people to know how to help you with your errors; they are useless in the SAP Information Systems department. **What problems is SAP Information Steward solving and how is that benefiting you?** Data governance. Easy to track and analyze by using the scorecards ### 32. Data profiling tool **Rating:** 4.5/5.0 stars **Reviewed by:** Atif M. | Data Management Expert, Consumer Goods, Enterprise (> 1000 emp.) **Reviewed Date:** January 26, 2018 **What do you like best about SAP Information Steward?** SAP Information Steward is a very usefull data profiling tool, its main features I like are: 1. Very usefull during data migration project 2. Very useful before implementing Data quality and data governance strategies. 3. Well integrated with SAP BODS (Data Quality Management and Integration Tool) 4. Business user friendly, any non technical person can also use it for basic process. **What do you dislike about SAP Information Steward?** 1. It doesnot allow any transformation in its rule, though we have a work arround like creating views or using SAP BODS but thats an add on steps. 2. I cannot re-use existing rules in another project, I have to rename them to use it again. 3. Cost estimation should have some help regarding market trends most clients have no clue and its almost in my experience is never used. **Recommendations to others considering SAP Information Steward:** This is mainly a profiling tool dont expect too much from it, once you have insight on the pain points I would recomend to use SAP BODS to implement improvements. You can always re run SAP IS task to check current status of data quality. **What problems is SAP Information Steward solving and how is that benefiting you?** Mostly during data migration project to profile for data quality before merger. Recently I have also used it for making Data Governance strategies. ### 33. Big brand you trust **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Management Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** January 16, 2018 **What do you like best about SAP Information Steward?** SAP is a reliable company that offers the benefits of a large scale company. Their internal controls are great so you are comfortable with the results and products you receive. **What do you dislike about SAP Information Steward?** The disadvantage of choosing a large scale provider is it is more difficult to customize insights and modules. **What problems is SAP Information Steward solving and how is that benefiting you?** The real time data interaction is helpful in monitoring and analyzing the integrity of data. ## SAP Information Steward Discussions - [What is metadata management in SAP Information Steward?](https://www.g2.com/discussions/what-is-metadata-management-in-sap-information-steward) - 1 comment, 1 upvote - [What is the latest version of SAP Information Steward?](https://www.g2.com/discussions/what-is-the-latest-version-of-sap-information-steward) - 1 comment - [View SAP Information Steward pricing details and edition comparison](https://www.g2.com/products/sap-information-steward/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-14+06%3A13%3A17+-0500&secure%5Bsession_id%5D=279f36e0-2e62-4fe5-873c-d9220833a301&secure%5Btoken%5D=ffd360cf6a4dbf65e2b2428a42aa6f0a3abb668693e32b2287c2e4d60b884792&format=llm_user) ## SAP Information Steward Features **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Security** - Access Control - Roles Management - Compliance Management **Data Quality** - Data Preparation - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making ## Top SAP Information Steward Alternatives - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.4/5.0 (1,136 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - 4.5/5.0 (555 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,316 reviews)