# Collibra Reviews **Vendor:** Collibra **Category:** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) **Average Rating:** 4.2/5.0 **Total Reviews:** 102 ## About Collibra Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying to accelerate data and AI use cases while ensuring compliance, but are struggling with fragmented governance and visibility across the whole hybrid data ecosystem. Collibra unifies governance for data and AI across every system, data source and user—to create safe autonomy and a foundation for scaling AI and data use cases. With Collibra, you can accelerate all your data and AI use cases, safely and with well–understood data. That’s Data Confidence. ## Collibra Pros & Cons **What users like:** - Users value the **unified data intelligence platform** of Collibra, enhancing collaboration and information management for CDO teams. (10 reviews) - Users value **effective data management** with Collibra, praising its ability to ensure AI compliance and streamline collaboration. (9 reviews) - Users value the **effective collaboration** of Collibra's unified platform, which enhances alignment between Business and IT teams. (7 reviews) - Users find Collibra **intuitive and easy to configure** , enhancing collaboration between Business and IT teams efficiently. (7 reviews) - Users value the **seamless integrations** of Collibra, enhancing collaboration and efficiency across various data tools. (7 reviews) - Product Improvement (7 reviews) - Users value **enhanced data governance** with Collibra, ensuring data is trustworthy, accessible, and compliant with regulations. (6 reviews) - Easy Integrations (6 reviews) - Efficiency (6 reviews) - Customer Support (5 reviews) **What users dislike:** - Users report **complexity issues** with Collibra, including cumbersome processes and unclear roles that hinder effective collaboration. (7 reviews) - Users face **limited functionality** in Collibra due to challenges with navigation and complex language barriers. (6 reviews) - Users find the **complexity** of Collibra overwhelming, hindering productivity and causing significant onboarding challenges. (5 reviews) - Users experience **integration issues** with Collibra, facing inconsistencies that hinder seamless connectivity with other systems. (5 reviews) - Users report **user interface issues** , finding Collibra's navigation unintuitive and cumbersome, impacting overall productivity. (5 reviews) - Users find the **complex setup** of Collibra demanding, needing more time and resources than anticipated. (4 reviews) - Difficult Setup (4 reviews) - Expensive (4 reviews) - Users report that **improvement is needed** in Collibra due to cumbersome processes, unclear roles, and technical issues. (3 reviews) - Inadequate Reporting (3 reviews) ## Collibra Reviews ### 1. Powerful Data Governance and Quality Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Katerina V. | Professional Data Product Expertise, Enterprise (> 1000 emp.) **Reviewed Date:** December 22, 2025 **What do you like best about Collibra?** What I like most about Collibra is its ability to bring Data Governance, the Data Product Store / Marketplace, and Data Quality together in one integrated platform. It provides transparency, clear ownership, and a structured approach to managing data across the organization, while also supporting collaboration between business and IT. This makes it easier to trust data, improve data quality, and scale governance in a consistent way. **What do you dislike about Collibra?** 1. While Collibra is a powerful platform, some configurations and workflows can feel complex at first and require a learning curve, especially for new users. 2. There is a learning curve in the beginning, particularly when working with advanced governance and data quality use cases. **What problems is Collibra solving and how is that benefiting you?** Collibra addresses key challenges such as lack of transparency, unclear data ownership, and inconsistent data quality across systems. By providing a centralized platform for Data Governance, Data Quality, and integration with the Data Product Store/ marketplace, it helps ensure consistent definitions, accountability, and trust in data. This benefits us by improving decision-making, reducing manual effort, and enabling better collaboration between business and IT. ### 2. Collibra Data Quality Module **Rating:** 5.0/5.0 stars **Reviewed by:** Frank L. | AVP, Data Architecture, Enterprise (> 1000 emp.) **Reviewed Date:** January 09, 2023 **What do you like best about Collibra?** Collibra has improved a lot over the past few years. I really like it as a unified data intelligence platform that brings together Catalog, Governance, Lineage, Quality, and AI Governance. It’s very helpful for CDO teams to align Business and IT in a single platform and speak the same language. **What do you dislike about Collibra?** The things I don’t like about Collibra are the pricing and the adoption challenges. The learning curve is steep —especially when it comes to using the platform, setting up hierarchies, and configuring lineage diagrams. Sometimes having too many flexible options becomes a headache for end users. **What problems is Collibra solving and how is that benefiting you?** Develop a simple, one-stop solution. The new version is much more powerful than the previous one, though the reporting component still has room for improvement. I trust the CPO will continue to elevate Collibra to the next level. The platform is moving in the right direction, with stronger capabilities and a clearer vision. If Collibra continues to simplify the user experience while enhancing performance, it will drive even broader adoption across the organization. ### 3. Empowers Data Management and Boosts Trustworthiness **Rating:** 5.0/5.0 stars **Reviewed by:** shib b. | Program Project management Advisor, Small-Business (50 or fewer emp.) **Reviewed Date:** November 12, 2025 **What do you like best about Collibra?** manage and govern their data assets, making them more trustworthy and accessible. **What do you dislike about Collibra?** NA, we are still using it so yet to confirm on the dislikes **What problems is Collibra solving and how is that benefiting you?** Collibra is used in Dell Data Lake (DDL), its used in Peer-to-peer data sharing and Customer Engagement Platform (CEP) is the platform to support Marketing Digital Transformation objective P&S = right message, for the right customer, through the right channel, at the right time…delivered at scale To make it happens, Dell needs a platform that can activates data and content for all customer engagements Pine is the place where we centralized Data and make it available ### 4. Cumbersome system with limited practical value for HR and policy work **Rating:** 0.5/5.0 stars **Reviewed by:** Hana R. | HR Priorities, Projects & Operations Coordinator, Mid-Market (51-1000 emp.) **Reviewed Date:** October 03, 2025 **What do you like best about Collibra?** Collibra centralizes information and provides a structured approval process. It helps ensure that policies are visible to multiple stakeholders and keeps an auditable trail of changes. The idea of having one shared platform for governance is good in theory **What do you dislike about Collibra?** The system is cumbersome and often slows down work instead of streamlining it. Roles and responsibilities are unclear, so too many people are pulled into reviews, which dilutes accountability. Approvals get stuck in bottlenecks, and integration with other systems is inconsistent. Policy reviews feel like box-checking rather than meaningful discussions, and all comments are treated equally—so SMEs don’t have enough weight. Notifications are excessive, which encourages quick clicks instead of thoughtful engagement. Technical issues (like PDF upload restrictions) are constant frustrations, and user support is limited when problems arise. **What problems is Collibra solving and how is that benefiting you?** Collibra is being used as a central governance tool to manage policies and approvals across HR and other functions. It creates an audit trail and gives visibility to multiple stakeholders, which in theory helps with compliance and accountability. It ensures documents are reviewed in a consistent way and keeps everything in one place. ### 5. Collibra has offered a great insight in understanding our data **Rating:** 4.5/5.0 stars **Reviewed by:** Stephen M. | Senior Business Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2022 **What do you like best about Collibra?** Collibra has recently introduced major upgrades like workflow versioning, workspace organization, enhanced lineage for platforms like Databricks and Azure, and AI-powered features such as automated asset descriptions and rule generation. These updates improve data governance, quality, and transparency—making it easier for businesses to manage complex data ecosystems and responsibly scale AI initiatives. **What do you dislike about Collibra?** Collibra could be easier to work with in some areas—setting up data ingestion and workflows can take more effort than expected, and mapping specs still feel pretty manual. It’d also help if tools like Edge were a bit more stable and the APIs more consistent, just to cut down on the back-and-forth for technical teams. **What problems is Collibra solving and how is that benefiting you?** Data flow across the orgnisation has been a challenge and Collibra helps reveal this to a degree. ### 6. Effortless Data Product Descriptions **Rating:** 5.0/5.0 stars **Reviewed by:** Lukasz W. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 06, 2025 **What do you like best about Collibra?** It's impressive how easily you can describe your data products. **What do you dislike about Collibra?** Verifying the code is quite challenging and not straightforward. **What problems is Collibra solving and how is that benefiting you?** It addresses the issue I faced when people interested in purchasing my data product would repeatedly have to ask me how to request it and what the tables mean, among other things. ### 7. Data Management Consultant working on the configuration and roll out of Collibra. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2025 **What do you like best about Collibra?** I find the Customer Support is responds in a very timely manner. I find it is very easy to relate the core offerings of the platform to key business issues and propose Collibra as the tool that can solve these issues and thus generate value through cost savings. The documentation makes it very easy to understand what is required for the technical implementation of the platform and integration of it with multiple different data sources. **What do you dislike about Collibra?** 1. Inaccessible Language - I find some of the language used within the Collibra tool adds a barrier to rolling it out successfully as it doesn't seem particularly intuitive to me. ]2. Navigation UI/UX - I find that the biggest barrier to target consumers on site being satisfied with Collibra is navigation. Countless times I hear employees have entered the tool and it has not been intuitive enough for them to find what they want, thus they leave. **What problems is Collibra solving and how is that benefiting you?** Helping users find data faster by themselves. - Reducing reliance on Colleagues. - Increasing available analytics time. - Enabling faster data access requests. - Reduction in duplicate request for analytics (power bi) Impact assessment (downstream lineage) - enabling staff to understand the downstream impacts of their actions without having to rely on support from IT support. - reduction in unintended consequences Data Quality investigations (upstream lineage) - enable staff to understand where DQ issues may have come from. - reduce reliance on IT staff to reverse engineer stored procedures. ### 8. Excellent Software Services with No Drawbacks **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Collibra?** Good software services deliver reliable, efficient, and user-friendly solutions tailored to client needs. They ensure seamless integration, robust security, timely support, and continuous innovation, enhancing productivity and customer satisfaction across industries and platforms. **What do you dislike about Collibra?** Nothing at the moment implies no current tasks, updates, or concerns requiring attention, indicating a temporary pause or state of readiness. **What problems is Collibra solving and how is that benefiting you?** Collibra solves key data governance challenges by providing a centralized platform for managing data quality, lineage, and compliance. It helps ensure trusted data across systems, enabling better decision-making, reducing risk, and improving operational efficiency. ### 9. Collibra Is Great… But… **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Collibra?** Business Term, Metrics and Reporting Catalog. We can now house this info in one platform vs our previous way of keeping data in Excel, Sharepoint slides, multiple areas. Our business users are pleased with the fact that they can now have one place to search for reports vs asking other business users - was very time consuming. **What do you dislike about Collibra?** The technical lineage views and diagram views are very confusing for users. It’s hard to view the end to end because of how many nodes there may be. Confusing for users to understand business lineage vs technical lineage. **What problems is Collibra solving and how is that benefiting you?** Business units were struggling to find data and information. Collibra has helped by decreasing time between DG and business answering these questions since catalog is now available. Developers would use metrics incorrectly because of different calculations but now have information available in Collibra on how and when to use metrics. Users had to spend so much time searching for reports but can now search in catalog. Lineage is helpful for developers when trying to understand source of information ### 10. DQ Lead from an international corporation reviewing the Collibra DQ Rapid Start Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Chemicals | Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2025 **What do you like best about Collibra?** Scalability. Previously my organisation used stored procedures automatically triggered on a pipeline to analyse the DQ of data entering the data lake. This meant for every new rule we need to write a new stored procedure each time. Now I can create jobs with multiple rules (and use template rules) which is far quicker than before. **What do you dislike about Collibra?** The tool is quite buggy. I am not an infra expert but it seems every 2-4 weeks I have to engage premium support and my infra department to figure out why jobs are not running. Additionally I find when new releases happen there are often times bug fixed but also bug introduced, especially the most recent 2025.02 release. **What problems is Collibra solving and how is that benefiting you?** The DQ problem at my organisation was that we had no central system to use for DQ. There was no central process and all DQ activity was essentially reactive and ad hoc. However, now with Collibra this is not the case. We can proactively monitor DQ, have a central system where the datasets, rules and results are all in one place, I can provide access to different jobs and rules to different people. The benefit to me is ease of use. As I mentioned we use to use stored procedures which required new stored procs being written for every new rule we wanted. Now I can do all of the above in one system which is scalable. ### 11. Collibra in Practice: Governing Data at Scale **Rating:** 4.5/5.0 stars **Reviewed by:** Pierre S. | Directeur Data / Chief Data Officer, Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2025 **What do you like best about Collibra?** Centralized data governance: everything is consolidated in one place, which makes search, documentation, and traceability much easier. Business glossary: extremely useful to align technical and business teams around a common language. Customizable workflows: practical for managing validation steps and governance processes. Integration with other tools (ETL, BI, technical catalogs, etc.): helps build a real ecosystem around data. Customizable Metamodal: relationships between objects (datasets, reports, rules, policies, etc.): provides good visibility into the data value chain **What do you dislike about Collibra?** Apparent complexity in onboarding: significant improvements have been made with the new interface (the previous one was clearly outdated) Configuration: extremely powerful, but can quickly become technical and somewhat rigid without expertise. **What problems is Collibra solving and how is that benefiting you?** I see Collibra as the enterprise-wide mega data catalog that brings together all glossaries and dictionaries, with clearly defined roles and responsibilities, and full integration of the data quality layer. ### 12. Best Project Management tool for beginners and professional **Rating:** 5.0/5.0 stars **Reviewed by:** Omansh K. | Trainee Decision Scientist - 3, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2023 **What do you like best about Collibra?** Data Governance and Data Quality capabilities have improved since we first we used it, AI-powered options have come up **What do you dislike about Collibra?** Security wise we found it could've been better but since our org have started it for Data Governance usage it has slowly built the trust **What problems is Collibra solving and how is that benefiting you?** Solves Managers problems related to having an oversight of what all teams have been working upon and team leads are able to understand and collaborate with other teams ### 13. Excellent Data Governance enabler **Rating:** 4.5/5.0 stars **Reviewed by:** Vaibhav M. | Associate Manager, Enterprise (> 1000 emp.) **Reviewed Date:** October 18, 2021 **What do you like best about Collibra?** Data Products New Business diagram UI New user interface New integrations Data profiling capability Workflow designer user interface **What do you dislike about Collibra?** License model Professional services in APAC Customizations in Catalog application **Recommendations to others considering Collibra:** I would recommend to everybody. **What problems is Collibra solving and how is that benefiting you?** Improving in data governance by rnqbling various business stakeholders to understand their data and gain insights for the same. ### 14. Essential for Managing Compliant and Ethical AI Use Cases **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2025 **What do you like best about Collibra?** Helps manage AI use cases, ensuring they are compliant, ethical, and trustworthy. **What do you dislike about Collibra?** High license cost and complexity and some challenges for the installation **What problems is Collibra solving and how is that benefiting you?** Collibra solves problems related to data governance, quality, and accessibility ### 15. Data management made efficient and effective for our team members **Rating:** 4.0/5.0 stars **Reviewed by:** Nazem B. | Senior Procurement Manager, Sports, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2024 **What do you like best about Collibra?** What I appreciate the most about Collibra is how it can enforce data governance policies. With the platform we can define and monitor our data stewardship practices, that helped us enormously in improving data quality across our organization. Also very valuable is the customizable reporting, which provides us with details on how data is being used and if compliance is occurring. This also provides us with a level of control which allows us to stay on top of our regulatory requirements and data governance is more efficient. **What do you dislike about Collibra?** Sometimes, Collibra’s customization of workflows can be tricky, specifically when you need to change some process according to your needs. There’s leeways, but not always enough to the level of leeways that we need to get. Furthermore, there is also an awkward amount of manual steps to do when managing large datasets, that don't move too quickly. However, these challenges have sometimes curbed our workflow, but we are getting used to taking a different approach. **What problems is Collibra solving and how is that benefiting you?** Among the solutions challenged with the inconsistent data, across departments, Collibra has shined. It also enabled us to set clear data governance rules that all teams are forced to adhere to, to ensure consistency in the data. The platform also allows for tracking and enforcing compliance making audits far easier and less time consuming. This has allowed Collibra to improve our data management process overall, and make sure we're complying with regulations much better. ### 16. Great overall data cataloging tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Collibra?** The search capability. It is so nice having the capability of global search and being able to find exactly what I’m looking for. It saves so much time. **What do you dislike about Collibra?** Data classification is not as sophisticated as I was led to believe. It appears to be column name and regex based. I thought it was more sophisticated and used AI to identify patterns, etc. **What problems is Collibra solving and how is that benefiting you?** We primarily use it to organize and classify all of our customer PII in support of our State Privacy (such as CCPA) programs. ### 17. Not just a governance tool **Rating:** 4.0/5.0 stars **Reviewed by:** Carl V. | Governance Lead, Enterprise Data Architect, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2025 **What do you like best about Collibra?** It is highly customisable and easy to implement. The support team is great **What do you dislike about Collibra?** Because of it's high customisation level we, as a company had to restrain ourself on what to use out of the box and what to build ourself **What problems is Collibra solving and how is that benefiting you?** It centralize information that were scatered in various sources. It put faces on technology, governance and data. ### 18. Leader in the data governance Landscape! **Rating:** 4.5/5.0 stars **Reviewed by:** Shiva Y. | Associate Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 25, 2024 **What do you like best about Collibra?** When it comes to collibra the best thing is that it provides very customisable workflows which you won't find on other platforms. Also, the UI of collibra is very user friendly. **What do you dislike about Collibra?** With the recent introduction of collibra's AI Governance application, it has made a great leap in governance but some of the features of it could still be improved in terms of the machine learning models attributes used as well as incorporating better versions of assessments. **What problems is Collibra solving and how is that benefiting you?** Collibra with its great catalog, AI governance, privacy, notebook, lineage, protect etc. help organisation to automate the mundane processes and helps in finding,searching and trusting data a very easy task. ### 19. Collibra **Rating:** 5.0/5.0 stars **Reviewed by:** Bruno B. | Data Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best about Collibra?** Collibra’s standout feature is its robust data governance framework. Its approach to data management goes beyond just cataloging—it emphasizes data quality, lineage, and governance workflows that help organizations create a single source of trusted data. This makes it easier to ensure compliance with data regulations and streamline data stewardship. **What do you dislike about Collibra?** Collibra can be complex to set up and configure, requiring significant time and resources for initial deployment and ongoing maintenance. **What problems is Collibra solving and how is that benefiting you?** Collibra addresses data governance, data quality, and compliance challenges by creating a centralized, trusted data catalog. This enhances data transparency, ensures regulatory compliance, and improves decision-making by providing easy access to reliable data. ### 20. It's a great tool for Data Cataloging. **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** May 09, 2025 **What do you like best about Collibra?** Integrates well with a lot of BI and ETL tools **What do you dislike about Collibra?** the constant changes that needs configuration updates makes it unstable. The Data Governance side of things can be improved **What problems is Collibra solving and how is that benefiting you?** It becomes our central repository for technology and business discovery. ### 21. Data Product creation **Rating:** 4.5/5.0 stars **Reviewed by:** Rishab S. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 23, 2024 **What do you like best about Collibra?** Creation of metadata repository which helps in data product creation which can be made ahoppable by using dataops methodology. **What do you dislike about Collibra?** At times you have to use custom connectors to connect to collibra as it doesn't supports direct connection with some tools. **What problems is Collibra solving and how is that benefiting you?** Creation of data products and making them ahoppable for the other users in the organisation. ### 22. Collibra - Metadata Management Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 11, 2025 **What do you like best about Collibra?** Integration Capabilities: Collibra supports integration with modern database systems like Snowflake, Tableau and SQL Server, making it versatile for various data environments. We are focusing on maximizing its value to create a unified enterprise platform for the agency. **What do you dislike about Collibra?** Depending on the organization's size and needs, the pricing may be a consideration for some users. Also, minimum guidelines around edge installation on multi- cloud platforms. **What problems is Collibra solving and how is that benefiting you?** Create internal/operational efficiencies to eliminate data siloes ### 23. Effective Toll for building out robust, intelligent, and scalable data management and governance **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) **Reviewed Date:** October 18, 2024 **What do you like best about Collibra?** Collibra has great out-of-the-box functionality to realise the principles of active metadata management and boost the value that can be derived from enterprises data whilst also adressing risks around compliance. **What do you dislike about Collibra?** To build an effective and mature implementation realising value from a more advanced use case an in-depth knowledge of the platform and data management is required. **What problems is Collibra solving and how is that benefiting you?** At its core, Collibra delivers an easily maintainable, collaboratively and automatically enriched data discovery experience reducing the time it takes for users to find good quality trusted data. But the benefits of Collibra are much wider than this. Collibra sits well to integrate the multiple different practices to better use metadata to increase scalability and ensure policies and standards are kept to across the enterprise. Form better managing AI use cases to drive compliance with the EU AI act and improve the success rate of POCs; to analysing the root cause of DQ issues through technical linage and automatically notifying down stream process, collibra can support. ### 24. Experience as a Collibra Consultant/Engineer **Rating:** 4.5/5.0 stars **Reviewed by:** Sumukh M. | Associate Data Engineer - Metadata Management, Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2024 **What do you like best about Collibra?** The UI is pretty good although the content space is slightly reduced in the new UI. The workflow capability, OOTB connectors and ease of integration make it easy to implement & use. The customer support provided is also something that's very good. **What do you dislike about Collibra?** Licensing and charging per license. The technical lineage can also be enhanced further. **What problems is Collibra solving and how is that benefiting you?** Collibra is helping my organization in data governance and providing metadata insights to business, thus helping them to manage their metadata better. I as a technical Consultant benefit it with the help of easy to use OOTB connectors which make it easy for me to start Collibra implementation for business. ### 25. Experience as a Collibra Consultant **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** October 10, 2024 **What do you like best about Collibra?** Collibra is one of the best Metadata and governance management tools available in the market. Its easy-configurable Asset Models helps us customise the tool to the maximum. It has all the functionalities for any organisation to get started with their Data Governance journey. **What do you dislike about Collibra?** Collibra could be more active interms of user request on enhancements. Collibra also lacks few basic functionalities which other tools provide such as in search, structure, undo-redo, etc. **What problems is Collibra solving and how is that benefiting you?** Collibra helps mostly solve the problems for discovering data and data processes. Collibra provides us a centralised data marketplace where we can catalog metadata which can be accessed by anyone in the Organisation. Collibra also provides easy to use and develop workflows which by far is the most best to automate any business processes. I have seen business process speeding up by using Collibra by 3X times than that of what was happening on emails. ### 26. Very intuitive product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Enterprise (> 1000 emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Collibra?** Very intuitive and easy to be configured **What do you dislike about Collibra?** There are some missing but important functionalities without any reason **What problems is Collibra solving and how is that benefiting you?** Data documentation and lineage ### 27. Highly customisable. Good ingestion of metadata **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Publishing | Enterprise (> 1000 emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Collibra?** Highly configurable tool. Create our own asset typesz their attributes and relationships. The Edge ingest process is robust, and a quick way to bring in physical metadata from database and Bl platforms. **What do you dislike about Collibra?** There's been a large turnover of contacts we deal with in a regular basis. **What problems is Collibra solving and how is that benefiting you?** Access provisioning, and governance of our data asset estate ### 28. Best tool for complete data management **Rating:** 4.5/5.0 stars **Reviewed by:** Umit B. | Data governance tech lead, Enterprise (> 1000 emp.) **Reviewed Date:** September 23, 2024 **What do you like best about Collibra?** simple to use, Product team keep enhancing the features and meta-model. easy to get the users trained. **What do you dislike about Collibra?** Commununity interactions can be improved. Less interactive community currently. **What problems is Collibra solving and how is that benefiting you?** Collecting the metadata across organization and builing lineage around it **Official Response from Cindy Aitken:** > Thank you so much for your feedback. Our Community recently reached 10,000 members, and we’re thrilled to have you as part of it. We currently offer virtual Customer User Groups by region and industry, providing a great opportunity to connect more deeply with other customers and our teams. If you’re interested in joining or learning more, please reach out to our Community team at Community@Collibra.com. Additionally, if you have any ideas for enhancing our Community, we’d love to hear them! ### 29. Collibra Review **Rating:** 5.0/5.0 stars **Reviewed by:** Nishkarsh B. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 10, 2024 **What do you like best about Collibra?** Great UI and is really easy to use for business **What do you dislike about Collibra?** Some functionalities it is lacking in technical **What problems is Collibra solving and how is that benefiting you?** Helping in data governance and cataloguing ### 30. Going from No one in Data Quality Governance to someone with a better understanding of it now. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 10, 2024 **What do you like best about Collibra?** The easy User Inetrface (UI) and to implement it is also easy to work with it and the one place one application to get all data catalog/dictionary/lineage/qaulity so easy to toggle rather looking for buliding connections with multiple tools. Even the Integration on the tool with other tool is very easy. **What do you dislike about Collibra?** The study material is still very less avaialble for its overall capabilites. **What problems is Collibra solving and how is that benefiting you?** It is helping us and our enrprise to get the data governace and quality on track. ### 31. Collibra is a fantastic Enterprise Data Catalog! **Rating:** 5.0/5.0 stars **Reviewed by:** Kirk V. | Lead Data Strategist - Data & Analytics Transformation, Enterprise (> 1000 emp.) **Reviewed Date:** December 22, 2023 **What do you like best about Collibra?** With Collibra, we loved the fast and pain free implementation using Collibra's professional services, the intuitive user interface, ultimate flexibilty for our data mesh & data domain framework, licensing model, and expandability with thei Data Quality module for purchase. **What do you dislike about Collibra?** Terminology can be a little bit challenging, but learning it isn't complicated. Their search bar could use some upgrades and they are in process so we are looking forward to the new search and the redesigned user interface in 2024. **What problems is Collibra solving and how is that benefiting you?** Collibra has helped us with data discovery, trust, and data lineage. As we mature with our usage and enrichment of Collibra, we plan to reduce data discovery by 4x to speed up data product delivery to our customers. ### 32. Robust and flexible solution, with steep learning curve and potential deployment challenges **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Enterprise (> 1000 emp.) **Reviewed Date:** August 24, 2023 **What do you like best about Collibra?** Comprehensive Feature Set: excels in providing a wide range of features to manage data governance. From data cataloging and lineage tracking to data quality assessment, it covers almost every aspect one could ask for a data governance/data management tool. Flexibility: is both a blessing and a potential challenge. The ability to customize workflows, data dictionaries, and even user interfaces to align with specific organizational needs is a big plus. This adaptability ensures that the tool can cater to a variety of use cases. User-Friendly Interface: Despite its complexity, Collibra manages to present its features in a user-friendly manner, especially in the last release. The interface is intuitive and offers easy navigation, helping users to grasp the tool's functionalities quickly. **What do you dislike about Collibra?** Learning Curve: the flexibility that makes Collibra stand out can also be a double-edged sword. The initial learning curve for both users and deployment teams can be steep. Understanding how to harness the full potential of Collibra's features might require investing a significant amount of time in training and familiarization. Potential for Confusion: With great flexibility comes the potential for confusion. The plethora of options and customizable features might overwhelm new users. It's essential for organizations to establish clear governance and training strategies to ensure users make the most of the tool without getting lost in its complexities. It is good to highlight that despite the complexity, Collibra uses really basic concepts that, once learned, speed up the implementation curve. Deployment Challenges: Deploying Collibra across an organization can sometimes pose challenges due to its highly customizable nature. Ensuring that the tool aligns perfectly with existing processes and workflows might demand careful planning and customization, possibly adding some complexity to the deployment phase. **What problems is Collibra solving and how is that benefiting you?** Decentralized data assets from across the organization are hard to discover, understand, trust, and access.​ Miss trusted data within the data marketplace, analysts lost a lot of time discovering it instead of delivering analysis and insights. Data engineers do not know which are the trusted data sources to build, manage and operationalize data pipelines. ### 33. Collibra DQ & DIC journey **Rating:** 4.0/5.0 stars **Reviewed by:** Kęstutis D. | Associate Professor Practitioner, Enterprise (> 1000 emp.) **Reviewed Date:** March 09, 2023 **What do you like best about Collibra?** Collibra is a breath of new air in the market of data governance tools; the best part is its flexibility and ease of writing custom integrations and workflows. It also has a good set of OOTB connectors and works seamlessly through the newly established Collibra Egde infrastructure. **What do you dislike about Collibra?** Because Collibra is a fast-paced business, bugs are unavoidable. Collibra DIC, on the other hand, could do a significantly better job of pushing updates to production and ensuring that bugs are not present. Collibra DQ, on the other hand, is lacking in key functions such as security administration, connectivity, and user friendliness, and in general does not look as mature as the competition. **What problems is Collibra solving and how is that benefiting you?** Collibra provides excellent assistance to business users and helps in data governance. Collibra DQ and Collibra DIC integration appears promising in terms of data quality, but overall integration could be improved. OOTB connections and data lineage provide excellent transparency and observability. ### 34. Collibra for enhanced data governance **Rating:** 5.0/5.0 stars **Reviewed by:** udit g. | consultant, Enterprise (> 1000 emp.) **Reviewed Date:** January 20, 2023 **What do you like best about Collibra?** Collibra is most helpful in providing a centralized platform for data governance, allowing my organization to manage and maintain their data assets in a consistent and controlled manner. Some of the upsides of using Collibra include: Improved data quality and accuracy by enforcing data standards and policies Increased visibility and understanding of data assets through data cataloging and metadata management Enhanced compliance with regulatory requirements through data lineage tracking and data privacy management Improved collaboration and communication between data stakeholders through a centralized data governance platform. **What do you dislike about Collibra?** One of the least helpful aspects of Collibra is its relatively high cost, especially for small and medium-sized organizations. This may make it difficult for some companies to justify the investment in the software. Additionally, Collibra may have a steep learning curve for some users, especially for those who are not familiar with data governance concepts and best practices. Other downsides of using Collibra could be : It's relatively complex interface and features, which may require significant resources to implement and maintain. It may require additional resources and expertise to integrate with other systems and platforms. It's dependency on IT department to handle the setup, installation, and maintenance of the software. It may require a significant investment of time and resources to fully realize the benefits of the software. **What problems is Collibra solving and how is that benefiting you?** Collibra is solving the data governance problem by providing a centralized platform for managing and maintaining data assets. This includes enforcing data standards and policies, cataloging and managing metadata, tracking data lineage, and managing data privacy. By solving these problems, Collibra is helping organizations to: Improve data quality and accuracy: By enforcing data standards and policies, Collibra helps my organization ensure that their data is accurate and consistent, which in turn can help to improve decision-making and reduce errors. Increase visibility and understanding of data assets: Collibra's data cataloging and metadata management features help my organization to understand their data assets and how they are used, which can improve data-driven decision-making. Enhance compliance with regulatory requirements: Collibra's data lineage tracking and data privacy management features help my organization to meet regulatory requirements and avoid costly fines. Improve collaboration and communication: Collibra's centralized data governance platform helps to improve communication and collaboration between data stakeholders, which can help to increase efficiency and reduce errors. ### 35. Best for the data management tools for implementation wisely **Rating:** 4.0/5.0 stars **Reviewed by:** Ashish C. | Test engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2023 **What do you like best about Collibra?** The collibra platform is the best in the market, and it works with metadata solutions in our business growth. With so many features and solutions based on the market strategy, users can quickly adopt and use different functions. And support for rest API is more heplful for our business. And overall good as of now. **What do you dislike about Collibra?** There is nothing much, only UI for some places, making it unresponsive and difficult to back in. Some areas need to refresh only. But it's not a big one I hope the team will fix it soon and get an update on the same. **What problems is Collibra solving and how is that benefiting you?** Most benefit is the integration and access management system to widely user in our system, intead on one by one and we go with one stop solution and now we are growing with business and data management system. ### 36. Collibra - metadata management tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Collibra?** Collibra is one of the leading metadata management tools that allow its customers to track their data flows and document governance policies and rules that applies to various regulatory programs such as BABC 239, CCAR, GDPR. it is very easy to install and manage both business and technical metadata **What do you dislike about Collibra?** Collibra is a great metadata management tool, nothing to dislike **What problems is Collibra solving and how is that benefiting you?** We have used Collibra to manage business metadata such as business terms, definitions, policies and rules. What great about Collibra is that it allows the linking of business metadata to technical data such as table/column/report and fields. This allows the business users to identify where is data is originating and how the data is flowing within the supply chain applications. The ingestors can be used to bring the technical metadata for various technologies like mainframe, java , oracle, SQL , cloud technologies and others. We also used Collibra to manage business policies and business rules ### 37. My Collibra experience **Rating:** 4.0/5.0 stars **Reviewed by:** Nicki B. | Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2023 **What do you like best about Collibra?** The Collibra platform is very user-friendly and intuitive for navigation with our users. Our business partners are super helpful and very engaged with us on our journey. **What do you dislike about Collibra?** We have had some challenges with a need for a custom connection to produce our data lineage. I would have liked to receive more customer support during this process. We also experienced a change in the licensing which caused us to take a look at who is actually holding an author license verses a consumer. **What problems is Collibra solving and how is that benefiting you?** We were looking for a one-stop shop for our assets, metadata and data lineage. For the most part, we are able to provide all of this under one umbrella. ### 38. About Collibra **Rating:** 4.5/5.0 stars **Reviewed by:** Aakash P. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 06, 2023 **What do you like best about Collibra?** Collobra is a software which is used to help to understand better way to shoe your data and read the data and we can share our data to one computer to another and easy to read data. **What do you dislike about Collibra?** Some time the collibra not provide the security system because when you trnasfer data from one system to another system, so it's not be secure some of the attack may be cause the data. **What problems is Collibra solving and how is that benefiting you?** Collibra provide more easy to read and write the data, it will allow to do machine learning data and when you want to access data so, we can read data very easy manner. ### 39. Great Data Governance tool **Rating:** 4.0/5.0 stars **Reviewed by:** Sophie M. | Enterprise (> 1000 emp.) **Reviewed Date:** February 23, 2023 **What do you like best about Collibra?** User intuitive, interface looks nice and it is easy to create relationships between assets and view these relationships on each asset page. It is also good that you can view this in diagram form. **What do you dislike about Collibra?** Sometimes when we add in asset characterstics they don't reflect straight away, and if we add them in again they duplicate which can be confusing. For the same asset characteristics these also reflect in different orders, even when inputted in the same order. **What problems is Collibra solving and how is that benefiting you?** Collibra allows us capture our data assets within the business, and their relationships to other assets. We can also captured things such as data owners and governance policies to ensure the correct people have access. ### 40. Powers Our Data Marketplace **Rating:** 4.5/5.0 stars **Reviewed by:** Anita S. | Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2023 **What do you like best about Collibra?** Collibra has been our chosen vendor to power our data consumer and supplier facing portion of the data marketplace, which has been very successful overall. We have been able to customize much of Collibra to meet our needs, and have developed a close partnership that we appreciate. **What do you dislike about Collibra?** We would like to see much more of the planned roadmap and more solid communication from the product teams, and more opportunity for early feedback that impacts releases and enhancements. **What problems is Collibra solving and how is that benefiting you?** Data Discovery, Data Entitlement Management enabling data consumers and suppliers to discover and request access to data within the organization. ### 41. Effective data governance solution that helps organizations manage and control their data assets **Rating:** 5.0/5.0 stars **Reviewed by:** Udit G. | Enterprise (> 1000 emp.) **Reviewed Date:** February 10, 2023 **What do you like best about Collibra?** Collibra is helpful because of its ability to streamline and automate data governance processes, provide centralized management and control of data assets, and improve data accuracy and quality. This helps us maintain a high data integrity level, meet regulatory requirements, and support data-driven decision-making. Some upsides of using collibra are: User-friendly interface: Collibra has a user-friendly interface that makes it easy for users to navigate and interact with the platform. Scalability: Collibra can be scaled to accommodate an organization's growing data needs. Data governance automation: The platform provides data governance automation, reducing the need for manual processes and increasing efficiency. Creation of data marketplace effectively Integration: Collibra integrates with many data sources, including databases, cloud storage, data lakes, access management tools such as Okera, BigID Data cataloging: The platform includes a comprehensive data catalog, making it easy for users to discover, understand, and manage data assets. **What do you dislike about Collibra?** Steep learning curve: Some users might find Collibra's interface confusing and requires a significant investment in time and resources to fully understand. Limited customization options: limited ability to customize the platform to meet the specific needs of users High cost: Collibra is considered a premium solution and can be quite expensive for smaller organizations lack of visualisation and reporting capabilities **What problems is Collibra solving and how is that benefiting you?** The Collibra is providing us with a centralized repository for metadata and tools for data discovery, cataloging, governance, and stewardship. Collibra is solving the following problems: Data Silos: In case data is stored in different systems and locations, it is difficult to find and use relevant information. Collibra provides a single platform for managing and governing data assets, reducing the risk of data silos and improving data discovery. Data Quality: Poor data quality can lead to wrong decisions and a loss of credibility. Collibra provides us with data governance and stewardship tools that help organizations maintain their data's accuracy and reliability. Data Compliance: You must comply with various regulations, including GDPR and HIPAA, that require careful personal and sensitive information management. Collibra provides tools for data cataloging, privacy, and security that help organizations meet these requirements. Data Security: As data becomes more valuable, organizations must take steps to secure their data assets against threats such as cyberattacks. Collibra provides security and privacy features to help organizations protect their data. ### 42. Good IT coonsulting service for offshore **Rating:** 2.5/5.0 stars **Reviewed by:** Joshua R. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Collibra?** the talent the have, and the variety of job functions the IT side of things can provide **What do you dislike about Collibra?** My dislike of Collibra would be that they do most of their work off shore. **What problems is Collibra solving and how is that benefiting you?** As someone who works in recruiting, I know that Collibra and their services would be able to help us in terms of meeting deadlines with talented people. ### 43. Collibra is WAY better than spreadsheets! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** July 25, 2022 **What do you like best about Collibra?** Ability to create relationships and see the relationships in a diagram **What do you dislike about Collibra?** I wish asset ID was used for uniqueness within domains vs full name... a system generated number would be the most robust control **What problems is Collibra solving and how is that benefiting you?** It is helping us to govern our master and shared data ### 44. Unlocking full potential of data and creating new home for data teams **Rating:** 4.5/5.0 stars **Reviewed by:** Arpit M. | Data Governance Expert, Enterprise (> 1000 emp.) **Reviewed Date:** August 02, 2022 **What do you like best about Collibra?** As a tool that is also expected to be used by business users in addition to technical users, collibra is one of the most user-friendly tools in the market providing 360-degree coverage of data. Collibra provides capabilities to take informed decisions by making data discoverable as per the permissions and also making sure we are well equipped against any possible data breach. **What do you dislike about Collibra?** When we talk about being a one-stop shop for all data needs, I wish to see chat functionality in collibra which is not present as of now. So that any user can contact and chat with the responsible person one-to-one (not using the comments section which can be seen by all users) without going out of collibra. **What problems is Collibra solving and how is that benefiting you?** By using collibra we can connect the dots and can provide end-to-end information about an asset. This ultimately helps understand the asset and reduces the turnaround time for making an informed decision. Having a tool like collibra not only provides confidence to the user but also makes sure that teams are not duplicating the efforts for making sure data is available to them. ### 45. Collibra Data Catalog review after using it for the last 6 years in various roles. **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** January 09, 2023 **What do you like best about Collibra?** Definitely, the most vital point of Collibra is the whole concept coming with the tool - Education platform (University), Community (Data Citizens), Advisory (Adoption Services) and then the software itself. The competition very often focuses only on the solution only, without those additional components. We need to remember that the capabilities of Collibra are enormous but the adoption of the tool would not be possible without proper trainings. **What do you dislike about Collibra?** Unfortunately, there are several weak points of Collibra. Very technical and not intuitive User Interface heavily impacts the end user's experience. All people without technical knowledge have many issues at the beginning of their Collibra journey which gives a really bad first impression. Very often without any training, nobody in the organization is able to use the tool and understand how metadata is structured there. Those aspects prevent especially business users from the adoption which impacts overall governance programmes in many enterprises. **What problems is Collibra solving and how is that benefiting you?** Our company was searching mainly for a tool that will replace dozens of information sources and finally act as a single source of truth for the information and metadata management. The biggest benefit that we see is the fact that one solution saves several minutes and hours every day in a life of a Data Steward who no longer needs to jump from one file to another to get the proper info needed for the daily operations. ### 46. A Very Good Data Catalog with a bit of Complexity for Business Users **Rating:** 4.0/5.0 stars **Reviewed by:** Sonal S. | Senior Data Consultant - Data Governance, Enterprise (> 1000 emp.) **Reviewed Date:** April 28, 2023 **What do you like best about Collibra?** Most well known and feature-wise highly rated data catalog Powerful Data Lineage feature; both technical and business lineage Integration with data policies and standards Collaboration is easier via workflows Ranks high in Data Security and Compliance Has an Integrated Data quality solution to profile data automatically Good customization features along with visualization and dashboards **What do you dislike about Collibra?** The user interface is confusing and clunky **What problems is Collibra solving and how is that benefiting you?** 1) Giving data on the hands of whole enterprise rather than IT 2) Business is able to find and make decisions 3) Beneficial for Data Analysts and Data Scientists ### 47. Collibra Features Review **Rating:** 4.0/5.0 stars **Reviewed by:** Aleksandr P. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 14, 2023 **What do you like best about Collibra?** Collibra provides an automated data catalog and data lineage features to enable transparency and traceability. It helps us trace the data from source to target and publish a data catalog for self service consumption. **What do you dislike about Collibra?** Data integrations are challenging to set up depending on the availability of connectors. This could be made better to ensure the connectivity can be established easily. **What problems is Collibra solving and how is that benefiting you?** Collibra enables a self-service data catalog, data lineage and traceability for reporting and self-service data discovery. Our self-service performance has imporvoed. ### 48. An easy to use tool with a friendly UI **Rating:** 4.0/5.0 stars **Reviewed by:** Marshella H. | Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2023 **What do you like best about Collibra?** The flexibility in integrating many datasouces and generating data lineage **What do you dislike about Collibra?** collibra DQ bugs, the toll is really useful , but some of the UI bugs and errors in job estimates is annoying. **What problems is Collibra solving and how is that benefiting you?** complience to regulationas such as PDPA in thailand and ensuring all personally identifiable data is identified and reasonable measures are taken to safeguard the personal data from unauthorized access, disclosure, or destruction, ### 49. Collibra is very usefull and easy to use tool for DG.. **Rating:** 5.0/5.0 stars **Reviewed by:** Ivan S. | Enterprise (> 1000 emp.) **Reviewed Date:** March 30, 2023 **What do you like best about Collibra?** Easy to use tool structure and good licensing model **What do you dislike about Collibra?** Still bit difficulties with manual import of assets (mapping logic is badly designed specially for relations) GUI design could be more modern **What problems is Collibra solving and how is that benefiting you?** We use collibra as one stop shop for metadata preview for general user. So user dont have to learn and look to multiple systems before finding data. ### 50. My Collibra Review **Rating:** 4.5/5.0 stars **Reviewed by:** Chuck G. | Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2023 **What do you like best about Collibra?** I like that so many administrative tasks can be done by us, rather than having to have Collibra perform them. **What do you dislike about Collibra?** New features and seem to fall short on meeting our needs when they are introduced. **What problems is Collibra solving and how is that benefiting you?** It gives us an enterprise catalog for our data sets which allows users to request access after shopping for data. ## Collibra Discussions - [What is Critical data elements? How to identify CDE.](https://www.g2.com/discussions/what-is-critical-data-elements-how-to-identify-cde) - 2 comments, 1 upvote - [View Collibra pricing details and edition comparison](https://www.g2.com/products/collibra/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-31+16%3A01%3A08+-0500&secure%5Bsession_id%5D=f50fa206-4ade-4977-a629-0dd0c9ba9bbd&secure%5Btoken%5D=4822a45c5a3fff199602bc52ebdbada80957ba8e6a0164553a3f97bc73f81c36&format=llm_user) ## Collibra Integrations - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - [SAP Datasphere](https://www.g2.com/products/sap-datasphere/reviews) ## Collibra Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Administration** - Data Modelling - Workflow Management - Dashboards and Visualizations **Functionality** - Data Subject Access Requests - Identity Verification - Privacy Impact Assessments - Data Mapping - survey-based - Data Mapping - automated - Data Discovery - Data Classification - De-identification/pseudonymization - Breach notification - Consent management - Website tracking scanning - Data access governance **Functionality** - Centralized platform - Tracking - Templates - Workflow - Reporting and analytics **Functionality** - Structure type - Contextual search - Template algorithms - Custom algorithms - False-positive management - Multiple file and location types - Real-time monitoring - Dashboard - Compliance - Reporting **Data Management** - Data Integration - Data Discovery - Multi - Platform - Metadata **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Agentic AI - SAP Store** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Data Preparation** - Search - Data Quality and Cleansing **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Functionality** - Identity Verification - Workflow - DSAR Portal - Reporting and logs **Analytics** - Data Analytics **Security** - Access Control - Roles Management - Compliance Management **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Agentic AI - Sensitive Data Discovery** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Proactive Assistance **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Data Quality** - Data Preparation - Data Unification **Security** - Compliance - Governance - Data Protection **Maintainence** - Data Quality Management - Policy Management **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations **Functionality** - Identification - Correction - Normalization - Preventative Cleaning - Data Matching **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Management** - Reporting - Automation - Quality Audits - Dashboard - Governance **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 **Agentic AI - Data Fabric** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top Collibra Alternatives - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (131 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - 4.5/5.0 (554 reviews) - [Alation](https://www.g2.com/products/alation/reviews) - 4.4/5.0 (89 reviews)