# Google Cloud Data Catalog Reviews **Vendor:** Google **Category:** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog) **Average Rating:** 4.4/5.0 **Total Reviews:** 28 ## About Google Cloud Data Catalog A fully managed and highly scalable data discovery and metadata management service. ## Google Cloud Data Catalog Reviews ### 1. Best centralised approach for GCP Projects **Rating:** 4.5/5.0 stars **Reviewed by:** Nirav D. | Senior Lead Engineer, WAN Engineering, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Approach has been broken down into various layers like Data Organisation and life cycle management, best feature is to automate data quality across distributed data to enable trustable data. **What do you dislike about Google Cloud Data Catalog?** Google Cloud Data Catalog works just fine as it is expected to. Serverless Data Exploration feature can be more emphasized on the level of step by step guide to avoid complex understanding. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Google Cloud Data Catalog is widely used to simplify workflows with data fabricsfor policy management and governance and it definitely helps the company business to improve on performance more efficiently. ### 2. The Google Cloud Data Catalog is a fantastic offering. **Rating:** 5.0/5.0 stars **Reviewed by:** Pranav R. | CEO / Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** This a good feature because it allows for better organization and management of resources within a Google Cloud environment. It allows specific users or groups of users to be given access to search and tag resources, which can improve collaboration and access to important data. **What do you dislike about Google Cloud Data Catalog?** I don't have any complaints with it. But the UI for interacting with IAM roles and what not could be improved. GCP generally doesn't seem to be that great in the UI/UX department - but that could be said about a lot of products. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** It helped us, particularly in these areas: Improved Data Discovery: With Data Catalog, users can search for and discover data across their organization, even if it is stored in different places. This can save time and improve collaboration as users can find the data they need more easily. Better Data Governance: Data Catalog allows users to tag and annotate data, making it easier to understand and manage. This can help with compliance and regulatory requirements, as well as improve overall data quality. ### 3. Centralized metadata repository **Rating:** 4.0/5.0 stars **Reviewed by:** Susha P. | Data Governance & architect, Mid-Market (51-1000 emp.) **Reviewed Date:** June 17, 2023 **What do you like best about Google Cloud Data Catalog?** Ability to quickly discover, understand, and manage their data assets across various data sources and platforms. Centralized searchable metadata helps easy collaboration across various department **What do you dislike about Google Cloud Data Catalog?** 1. Initial setup and configuration is time consuming 2. organizations with a large amount of metadata and frequent updates on metadata need to consider the cost while finalizing the solution 3. Limited support with non-cloud google platform **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Eliminate data silos with in the organization and centralised searchable data catalog ### 4. Best Metadata Discovery Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Anoop K. | Senior Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 13, 2023 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Catalog acts like a data dictionary for business metadata/data silos across GCP, Bigquery etc. This bridges the gap between multiple cloud sources and enable interoperability across cloud platforms. **What do you dislike about Google Cloud Data Catalog?** To create manual entries for the catalog. At times search results are not up to the mark. The tag length is limited and cannot capture complete information. It cannot list entry groups or custom entities the user creates. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Agility to use python API and modify the metadata data sets. It increases data efficiency and dependency. It is a kind of data dictionary which is centralized and organized metadata. It is best metadata management service. ### 5. Google Cloud Data Catalog - Everything you need to know about your data! **Rating:** 4.5/5.0 stars **Reviewed by:** Yogesh K. | Principal Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** December 25, 2022 **What do you like best about Google Cloud Data Catalog?** While Google Cloud Data Catalog supports various metadata with various Google cloud services, you can combine metadata from multiple sources and integrate it seamlessly into one unified view. That's a great feature that came in handy for us at various client engagements. **What do you dislike about Google Cloud Data Catalog?** Building a data lineage in the most sophisticated way for data coming from non-Google sources can become a challenge sometimes. It would help if you were careful while designing your solutions at the beginning to avoid further issues when creating the lineage and foundation needed for the same. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Following key challenges addressed beautifully by Google Cloud Data Catalog - 1. Combining metadata from both google and non-google services 2. Clear segregation of various types of metadata, namely business and technical 3. SImplified search options for the discovery of metadata for your data assets 4. If you are prominently using Google cloud services, the cataloging of data assets happens automatically, and it works very well without needing to put many efforts in it ### 6. Best all-in-one data management solution I have ever used. **Rating:** 5.0/5.0 stars **Reviewed by:** Niklas T. | KAM, Enterprise (> 1000 emp.) **Reviewed Date:** January 03, 2023 **What do you like best about Google Cloud Data Catalog?** You can find and access all stored data in one platform. This makes it much more easy to work and to analyze all the data we need to work with on a daily basis. **What do you dislike about Google Cloud Data Catalog?** Sometimes the number of functions is a bit overwhelming in the beginning of working with the platform. Even when you have worked with Google products before, it takes some time to understand everything. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Before we used Google Cloud Data Catalog it was a daily challenge to work with all different kinds of data we have to work with for our clients. Since we use Google Cloud Data Catalog the whole daily workflow is much more efficient and also much more transparent. Everyone knows everytime who is doing what and working on which project. ### 7. Google Data Catalog - Universal Data Discovery & Centralized metadata repository **Rating:** 4.5/5.0 stars **Reviewed by:** Sudarsan S. | Data Engineer, Hospital & Health Care, Mid-Market (51-1000 emp.) **Reviewed Date:** January 02, 2023 **What do you like best about Google Cloud Data Catalog?** The Data catalog integrates well with DLP to find sensitive data Data catalog helps to build the taxonomy Unified metadata repository Policy tagging and sensitivity link/integrate to other GCP services like BigQuery,other databases etc for Column level control **What do you dislike about Google Cloud Data Catalog?** looking for more integration with other GCP and non-GCP services policy parent and child tag (subtags) nested tags sometimes behave weirdly if not correctly used with IAM. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Metadata Management Data discovery Data lineage by integration Integrating with Collibra/Data plex to modernize Data governance. Data sensitivity tracking/encryption using DLP ### 8. Stable cloud hosting at scale! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** November 15, 2022 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Catalog organizes data in a manner which makes it easy to locate and use. Moreover, the security features are sufficiently mature which gives Google CDC an edge over other cloud hosting alternatives. Google Cloud Data Catalog also provides the synergy of integrating smoothly with other cloud services within the Google Cloud ecosystem. For example, we use Google Cloud Data Catalog in conjunction with Google Cloud Data Loss Prevention to ensure that sensitive and critical data is identified and appropriately labeled. Policies are implemented to ensure their retention and disaster recovery. **What do you dislike about Google Cloud Data Catalog?** Syncing data between offline endpoints and the cloud is quite slow. We occasionally find hours of latency between the cloud and offline versions despite a robust and continuous network connection. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We use a combination of Google Cloud services for several business requirements ranging from cloud data storage, data security, compute engine, and hosting APIs. More specifically, Google Cloud Data Catalog allows us to manage our APIs and provide oversight on the various data assets across the organization. Some of the use cases relevant to this include locating and identifying insightful data, interpreting unstructured data sources to evaluate their usefulness, identifying correlations between multiple data sources, tracking version history for data, etc. By enabling the above use cases, Google Cloud Data Catalog empowers our team to take control of our data by providing a unified view of all data across the organization. Moreover, this helps our business team take ownership of data-related decisions towards ensuring regulatory compliance and optimize infrastructure costs associated with legacy data storage and processing. ### 9. A good metadata discover tool **Rating:** 4.5/5.0 stars **Reviewed by:** Peter L. | Principal Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Catalog helps us to manage the data we host on Google cloud; it makes the search and understanding of the data easier through the metadata management UI. Also, it integrates with BigQuery pretty well and allows us to manage the data more efficiently. **What do you dislike about Google Cloud Data Catalog?** As the official website claimed, it also supports non-GCP products, but when we start to integrate, for example, PostGres or. Oracle seems pretty hard, and not much documentation are there. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Google Cloud Data Catalog is helping us to search and manage the data on the cloud storage, which greatly increased the efficiency of our work. ### 10. Most Organized Data Catalog **Rating:** 4.5/5.0 stars **Reviewed by:** Samantha H. | Digital Marketing Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** January 15, 2023 **What do you like best about Google Cloud Data Catalog?** The best part is the helpful search and find functionality with this platform. The integration with all of my other main search platforms was also extremely seamless. Easy setup! **What do you dislike about Google Cloud Data Catalog?** There is limited support to connect to other data sources outside of Google. This is typically fine, but with the work we do for all of our clients it would be helpful to have an easier time connecting to all search platforms. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** It helps us enrich the metadata we manage for all of our clients and make it more searchable and digestible by those trying to search and utilize their services. ### 11. Nice software to organise your data **Rating:** 4.0/5.0 stars **Reviewed by:** Sudarshana M. | Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** This software is great for the people who use data stored in multiple google services often . It helps in providing unified view of the data from multiple metadata. **What do you dislike about Google Cloud Data Catalog?** Need bit of learning to use overwhelming features. Sometimes the tags such as childtag do not function as intended . Also one more issue was it acts bit slow when you are dealing with offline data set. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** This is helping in organising heterogeneous data sets into a unified view . Organising data features are very helpful when you have multiple versions of data in your company ### 12. convenient and thorough documentation **Rating:** 4.0/5.0 stars **Reviewed by:** Jefrin J. | Salesforce Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 28, 2022 **What do you like best about Google Cloud Data Catalog?** It is possible to offer scalability and metadata as a service. strong solution, user-friendly interface, and increased value for business operations, In the Google Cloud ecosystem, it also has the benefit of seamlessly interacting with other cloud services. **What do you dislike about Google Cloud Data Catalog?** At first, handling it seemed rather difficult, but I suppose with time, I may get better at it. Additionally, customer encounters aren't always the finest and service can be erratic at times. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Manage all of my data's technical, operational, and business metadata. They accomplish this with a streamlined, adaptable, and potent data catalogue! The quality has improved. ### 13. Search engine for your Dataset(s)! **Rating:** 5.0/5.0 stars **Reviewed by:** Abbas G. | Business & Data Analyst (Microsoft #PowerBI #SQL #PYTHON), Small-Business (50 or fewer emp.) **Reviewed Date:** January 08, 2023 **What do you like best about Google Cloud Data Catalog?** Google Cloud data catalog acts as a central repository for metadata about your data, making it easier to discover and understand data assets. The custom meta-data feature even makes your datasets more readable and understandable. **What do you dislike about Google Cloud Data Catalog?** At present, it is only limited to Google cloud, also for small organizations overall cost can be a limiting factor. Also, it may not be as good for unstructured datasets. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Google Cloud Data Catalog solves a bigger problem of understanding all the data/datasets in a central location. ### 14. I like the interface that the platform uses, its performance, and accessibility. **Rating:** 5.0/5.0 stars **Reviewed by:** Alan Gerard R. | Profesor en la web, Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Google Cloud Data Catalog?** I love the interface and the performance it can provide you, in addition to creating projects with excellent user access control. **What do you dislike about Google Cloud Data Catalog?** I believe the interface is still not well polished, as certain sections fail to load correctly or there are issues with sending data. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** I was able to easily maintain a web page without much effort, providing me with good performance and ease of use. ### 15. Cloud data catalog is perfect! **Rating:** 5.0/5.0 stars **Reviewed by:** Katie M. | Content creator, Small-Business (50 or fewer emp.) **Reviewed Date:** January 15, 2023 **What do you like best about Google Cloud Data Catalog?** It's so great to have a centralized place to find the data! **What do you dislike about Google Cloud Data Catalog?** I'm still learning as I go, but so far it's not too confusing. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** It has helped with having a centralized service for a search index. ### 16. Google cloud data catalog is the best **Rating:** 5.0/5.0 stars **Reviewed by:** Lisa T. | Retail Sales Specialist, Retail, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Google Cloud Data Catalog?** Holds the information you need held while in confined in one small space. **What do you dislike about Google Cloud Data Catalog?** Nothing that I didn't like about the cloud data catalog **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** It's keeping my business moving in the direction of progression! ### 17. Fast, simple, and reliable. Opened additional doors we did not realize we needed **Rating:** 4.5/5.0 stars **Reviewed by:** Adrian E. | Manager: Core Network Operations, Mid-Market (51-1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** It was easy to ingest the data into a single platform. Data can now be contextualised, categorized, and used in the right place and by the correct people. Reporting is much easier. **What do you dislike about Google Cloud Data Catalog?** Would have liked better predictive Artificial Intelligence to assist with automatic recognition of data. This would have corrected and improved import accuracy **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Proper view on data. More manageable and scalable. Reporting is much easier. ### 18. Manages data effectively **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2023 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Catalog allows users to search and browse data and metadata, and provides a centralized location for data discovery and access. This makes it easier for teams to collaborate and make better data-driven decisions. **What do you dislike about Google Cloud Data Catalog?** Google Cloud Data Catalog is designed to work with large data sets, but if the organization has extremely large data sets, it may struggle with performance or require additional resources. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Data access. Data Catalog provides a centralized location for data discovery and access, which makes it easier for teams to collaborate and make better data-driven decisions. It also includes robust access controls and audit logging to help ensure data security and compliance. ### 19. OC bestie!! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Google Cloud Data Catalog?** If you are an obsessive compulsive like me, this helps organize your data, sort, and categorize based on your preference! I'm a freak in keeping al my documents sorted in order to be readily accessible when I need them. **What do you dislike about Google Cloud Data Catalog?** It may be due to bandwidth, but I notice some latency in my device when I'm using this tool. Minor and doesn't really affect my overall output. Around 2-3 seconds lag time at least. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Numerous files, versions of each file, format, that can be overwhelming to go through if you're looking for a specific file that is already buried in piles of other documents. It helps organize all my documents for easy retrieval. ### 20. Google cloud **Rating:** 5.0/5.0 stars **Reviewed by:** Rani S. | HR, Mid-Market (51-1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** Google cloud is the best place to keep data safely **What do you dislike about Google Cloud Data Catalog?** Nothing here to dislike; everything is very streamlined. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Google cloud solve our server space problem. ### 21. Great experience with Google Cloud data :) **Rating:** 4.5/5.0 stars **Reviewed by:** Dinesh B. | PHP and Wordpress Expert (Wix, Shopify, node js, Javascript, Restful API), Small-Business (50 or fewer emp.) **Reviewed Date:** January 04, 2023 **What do you like best about Google Cloud Data Catalog?** easy to use and speed up work, scalable structure develop **What do you dislike about Google Cloud Data Catalog?** a bit complex to understand how to operate for a beginner **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** I think need to improve guidance for dashboard operating structure and make smooth for user by providing change back-end interface ### 22. Google cloud storage optimisation **Rating:** 3.5/5.0 stars **Reviewed by:** Manikandan R. | Software Engineer II, Enterprise (> 1000 emp.) **Reviewed Date:** January 17, 2023 **What do you like best about Google Cloud Data Catalog?** Categorising sensitive data using DLP mechanisms and producting it. **What do you dislike about Google Cloud Data Catalog?** Integration of Multi-dimensional processing like OLAP datasets **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Data storage is increasing day-by-day. Google cloud data catalog helps to optimise the storage capacity. ### 23. Easy to use and detail documentation is available **Rating:** 4.5/5.0 stars **Reviewed by:** Rohit S. | Senior Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** October 13, 2022 **What do you like best about Google Cloud Data Catalog?** Easy to configure and very accurate search results. **What do you dislike about Google Cloud Data Catalog?** Setting up an IAM role is very tricky.its very difficult to setup an entire system specifically for health care company. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We are using as centralised data repository which helps us to reduce data duplicate, accurate & consistent data across different ML use cases. ### 24. Good experience with Google Cloud data **Rating:** 4.0/5.0 stars **Reviewed by:** Abhishake G. | Software Developer III, Small-Business (50 or fewer emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Google Cloud Data Catalog?** Scalability and metadata can be made available as a service. **What do you dislike about Google Cloud Data Catalog?** Initially seems quite complex to handle but I guess with time I can learn it better. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** The biggest problem for an org is to manage its hardware for the data and this tool takes care of this very well and pay as you go. ### 25. Project Manager **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.) **Reviewed Date:** November 02, 2022 **What do you like best about Google Cloud Data Catalog?** For me, data storage and big query are those tools are used recently **What do you dislike about Google Cloud Data Catalog?** All tools are helpful. I learned how to use this software **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** To manipulate data for analysis ### 26. Good - relevant and simple **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2022 **What do you like best about Google Cloud Data Catalog?** On-prem connectors Schematized metadata Search and discovery Governance Metadata as a service Some key features have made it easy to use and intutive. Enjoyed working with it actually. **What do you dislike about Google Cloud Data Catalog?** Don't know this yet as the usage was limited to a medium-term Proof of Concept related project being worked out. Hence not a lot to dislike; Enjoyed working with it actually. **Recommendations to others considering Google Cloud Data Catalog:** NA **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** On-prem connections ### 27. Highly Scale able Data Assets Metadata Management Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Faisal A. | Systems Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** July 24, 2020 **What do you like best about Google Cloud Data Catalog?** I can search any kind of data assets like datasets, tables, files etc. on GCP since its a central managed service. Its easy to create tag templates which can be attached to tables and columns with mandatory and optional information. Data Catalog existing dashboard shows us the highly used tables and views. **What do you dislike about Google Cloud Data Catalog?** Right now, i cannot manipulate or add new cards to the Data Catalog dashboard. There are limited options right now to maintain tags where we could define complex long calculations. It does not support out of box integration with outer world so we cannot cover complete universe of data assets we have. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We are maintaining metadata information about our tables and views by attaching tags to them. We also know that how many records are in the source system and how many have been transferred to different target tables in BigQuery on GCP. We are also maintaining business glossary that by describing fields in business terms. So that knowledge stays with the company and if any new joiner arrives wont have difficulty to understand business terms used in the company. ### 28. Google Cloud Data Catalog is a fully managed and scalable metadata management service that allows you to discover, manage, and understand your data assets. It provides a unified view of your data across various Google Cloud services, making it easier to organize and search for data. Users appreciate its integration with other Google Cloud services, ease of use, and the ability to create custom tags and metadata. However, some users have noted that it could benefit from more advanced features and better integration with non-Google Cloud data sources. Overall, it is considered a valuable tool for organizations looking to improve their data governance and management practices. **Rating:** 5.0/5.0 stars **Reviewed by:** Miguel Angel C. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 28, 2019 **What do you like best about Google Cloud Data Catalog?** Data catalog is a tool for data management managed by metadata. The best thing about a data catalog is that it allows you to create custom templates. You can apply one or several templates to tables at the table or column level, and you can also apply metadata to other types of structured data. **What do you dislike about Google Cloud Data Catalog?** One of the main limitations of a data catalog as a complete big data solution is that it currently does not support unstructured data like Cloud storage. **Recommendations to others considering Google Cloud Data Catalog:** The API is very powerful, I recommend using it to utilize the Data Catalog in a more comprehensive way. It also complements programming languages like Python very well. I suggest reviewing the documentation because there are many ways to search, such as by tag or by type of objects. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We are currently developing a data governance solution, managing permissions and access through data catalog metadata, as it allows you to build an intermediate layer between Google infrastructure and hosted data with the help of its metadata. - [View Google Cloud Data Catalog pricing details and edition comparison](https://www.g2.com/products/google-cloud-data-catalog/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-20+09%3A29%3A45+-0500&secure%5Bsession_id%5D=928ef50f-29c7-4e71-9573-8c1038862e60&secure%5Btoken%5D=2e4df438176c0c0d7a255b07240405a436f8cd428c6c5fe59f367c8967c70003&format=llm_user) ## Google Cloud Data Catalog Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **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 Google Cloud Data Catalog Alternatives - [Collibra](https://www.g2.com/products/collibra/reviews) - 4.2/5.0 (99 reviews) - [Alation](https://www.g2.com/products/alation/reviews) - 4.4/5.0 (89 reviews) - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (130 reviews)