# Alation Reviews **Vendor:** Alation **Category:** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog) **Average Rating:** 4.4/5.0 **Total Reviews:** 91 ## About Alation Alation is the data intelligence company. Founded in 2012 and headquartered in Redwood City, California—with global offices in London and Sydney—Alation serves more than 650 enterprise customers across 34 industries. The company pioneered the modern data catalog by combining machine learning with human insight to connect people with questions to people with answers. Today, more than 40% of the Fortune 100 rely on Alation to power data and AI initiatives at scale. Alation’s platform unifies cataloging, governance, and data quality with new AI-native capabilities built on one essential foundation: metadata. Metadata provides the context AI models lack, delivering outputs that are accurate, explainable, and trustworthy. With capabilities like Agent Studio, CDE Manager, and Data Quality Agent, organizations can build agents that understand their unique definitions, rules, and quality standards. Embedded readiness checks and continuous evaluation ensure every AI workflow is grounded in the right metadata context, making enterprise AI reliable enough for real production use. ## Alation Pros & Cons **What users like:** - Users value the **ease of use** in Alation, enhancing data exploration and management with intuitive features and support. (16 reviews) - Users find Alation's **data discovery capabilities** invaluable, enhancing governance and data understanding across organizations. (10 reviews) - Users value the **intuitive navigation** of Alation, which simplifies access to interconnected project documentation and data structures. (10 reviews) - Users value Alation for its **easy data cataloging** , enhancing data trust and facilitating quick exploration across multiple sources. (9 reviews) - Users love Alation's **easy navigation** , which enhances productivity and enables swift access to information and documentation. (9 reviews) - Data Lineage (8 reviews) - Efficiency Improvement (7 reviews) - Search Functionality (7 reviews) - Easy Setup (6 reviews) - Metadata Management (6 reviews) **What users dislike:** - Users experience **slow performance** with Alation, particularly when integrating numerous data sources and retrieving search results. (8 reviews) - Users find **missing features** in Alation, with underdeveloped AI capabilities and inconsistent lineage analytics causing frustration. (6 reviews) - Users note the **limited functionality** of Alation due to constraints in available data products and customization options. (4 reviews) - Users face significant **lineage limitations** in Alation, experiencing bugs and inconsistencies that complicate data analysis. (4 reviews) - Users experience **user interface issues** with Alation, noting slowness and a lack of intuitiveness for new users. (4 reviews) - Complex Setup (3 reviews) - Difficult Interface (3 reviews) - Expensive (3 reviews) - Integration Issues (3 reviews) - Limited Tools (3 reviews) ## Alation Reviews ### 1. Exceptional Tool and Team, Expanding Our Data Governance **Rating:** 5.0/5.0 stars **Reviewed by:** Eric N. | Director of Analytics and Data Engineering, Enterprise (> 1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Alation?** For my team, Alation is more than just a SaaS tool; it represents a partnership that extends our governance capabilities beyond the boundaries of our organization. We have been using Alation for several months, though we are still participating in the Right Start program. The interface offers flexibility, allowing us to tailor the experience for end users through data products and domain pages, as well as enhance catalog elements with rich text and image formatting. Alation fulfills its promise by efficiently scanning our data landscape, which helps keep our compute overhead costs low. While the tool itself is top-tier, I would be remiss not to acknowledge the Alation team. From sales to onboarding and ongoing support, Alation invests in the relationship and genuinely listens to client concerns. Their team is a valued partner to our governance program. **What do you dislike about Alation?** To be determined. The only complaint I can offer is the limited number of data products offered with non-enterprise licenses. **What problems is Alation solving and how is that benefiting you?** Alation supports our developing governance program by serving as a central hub for data enrichment, ownership, and discoverability. With Alation, our organization gains greater visibility into the data we produce thus improving both discoverability and trust in our data. Consolidating our organizational knowledge in one place is especially significant for a company like ours, where turnover is low and many employees have been here for over twenty years. As a relatively new hire who is also unfamiliar with the industry, I have personally encountered the challenges that come from undocumented decisions about data, logic, and integrations. If implemented effectively, Alation has the potential to help us advance more quickly and operate with greater efficiency. ### 2. A Solid Product With Areas for Refinement **Rating:** 5.0/5.0 stars **Reviewed by:** Melissa B. | Enterprise Data Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 21, 2025 **What do you like best about Alation?** Alation is a strong and mature data catalog platform built around the idea of making data easier to discover, govern, and trust. Its biggest strengths are its user-friendly interface and its ability to bring business, technical, and governance users together in one place. Search works well, the catalog structure is intuitive, and built-in features like popularity ranking and behavioral analysis help users quickly find the right data. The right startnprogram that they offer was a great way to kick off the implementation of the product. We also have a wonderful Customer Engagement Manager. The admin team uses the site everyday to make updates that are scalable and the interface is extremely user friendly. Where Alation really shines is in governance workflows. The stewardship framework, policy center, and data quality integrations provide organizations with a structured, repeatable way to manage data. For teams focused on compliance or consistency across domains, this can be a major advantage. Collaboration features—such as conversations, article creation, and steward assignments—help create a shared understanding of data assets. **What do you dislike about Alation?** That said, Alation isn’t perfect. Some features feel rigid, especially when it comes to custom workflows or notifications. We often find the stewardship assignments, forms, and conversation-triggered emails to be more limited than expected. Integration with certain platforms (like Microsoft Fabric or customized semantic models) can require additional configuration. Performance and metadata freshness can vary depending on how ingestion jobs are set up and the size of the catalog. **What problems is Alation solving and how is that benefiting you?** Alation solves the challenges of finding, understanding, and governing data across the organization. By centralizing data assets, standardizing definitions, and enabling collaboration, it reduces time spent searching for information and increases confidence in the accuracy of data. The platform improves efficiency, promotes data literacy, and supports better, faster decision-making, making it a valuable tool for any data-driven team. ### 3. Empowering Data Governance with Seamless Integration and Automation **Rating:** 4.0/5.0 stars **Reviewed by:** Thomas J. | Head of Data Architecture and Governance, Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** We value how the platform allows us to connect detailed technical information about our data, such as data dictionaries and lineage, with non-technical documentation. Automations of essential data governance functions has proven crucial for us to effectively manage regulatory & data risk compliance requirements. Alation’s highly engaged approach, along with their account management and technical support, has truly set them apart. **What do you dislike about Alation?** The roll-out of (agentic) AI has started in Alation's product offering, but has not matured as much yet as we would like. Data profiling capabilities do exist but in our view are underdeveloped. **What problems is Alation solving and how is that benefiting you?** Alation for us predominantly is a data governance toolkit, designed to clearly articulate information ownership & accountability, and to describe critical data elements and regulatory outcomes. Documenting artifacts in this space and spending the time to articulate data lineage have proven to be real time savers for us, when performing data incident triage, to deliver impact assessments, as well as when responding to information requests from the regulators & auditors ### 4. Seamlessly Enhances Data Discovery and Collaboration **Rating:** 5.0/5.0 stars **Reviewed by:** Marc P. **Reviewed Date:** November 25, 2025 **What do you like best about Alation?** I appreciate the close connection between data, metadata, articles, and glossaries that Alation provides. This feature simplifies understanding and managing complex data relationships. I enjoy how Alation makes it easy to see query history related to the datasets I'm exploring, which enhances my data exploration experience. Additionally, I value the ability to save 'canned' queries, allowing me to connect with established and defended metrics effortlessly. The integration with our in-house hosted LLM to use plain language for finding existing, documented sources is another great asset. This feature enhances data accessibility and efficiency. I am also impressed with how seamlessly we migrated from our on-premise version to a cloud-hosted solution, ensuring no degradation in value for users and keeping advanced users well-informed during the transition. With such capabilities, I am highly likely to recommend Alation to a friend or colleague, rating it a perfect 10. **What do you dislike about Alation?** I find it complicated when dealing with datasets that have the same column name across multiple tables. Although I can search by field and limit it by table, tag, or source, I can't consistently get the same results when I try to search 'data' within 'table' with 'tag' from only 'source'. This inconsistency in search results can be frustrating. **What problems is Alation solving and how is that benefiting you?** I use Alation for data discovery and documentation, facilitating contact with data professionals. It allows easy access to query history and saving essential queries, improving data management and collaboration. ### 5. Effortless Navigation, Comprehensive Data Governance **Rating:** 5.0/5.0 stars **Reviewed by:** Ricky B. | Corp Data Governance Analyst II **Reviewed Date:** November 25, 2025 **What do you like best about Alation?** I love how easy Alation is to navigate, making it straightforward to find the information I need swiftly and efficiently. Its built-in Composer and Analytics tools are invaluable, offering robust support for complex tasks. I truly appreciate how Alation links assets together, enhancing the cohesiveness of our documentation efforts. When documenting a project, Alation enables seamless connections between primary documents and other relevant documentation hubs, including data extraction or ingestion requests. As a result, referencing and navigating through different project documents becomes highly intuitive and organized. Additionally, having a one-stop view area for projects allows me to gain insight into a project's high-level details and access all related documents via convenient links. The simplicity with which I can navigate project documents enhances productivity and reduces time spent searching for interconnected assets. Switching from Collibra to Alation has been a positive shift as Alation's user interface is notably less complex and more user-friendly, eliminating excess clicks that were previously required. The ease of Alation's initial setup was remarkable once I understood the essential elements like templates and document hubs, streamlining our transition and integration process. **What do you dislike about Alation?** There are two minor aspects of Alation that I find could be improved. Firstly, when an asset is hidden by an admin, it would be beneficial to have a visual indicator in the sidebar to easily identify that the asset is hidden. Secondly, a feature allowing users to log in as a different user to see that user's view of Alation would be extremely useful. **What problems is Alation solving and how is that benefiting you?** I use Alation to facilitate data governance by acting as a data catalog and documentation hub, linking assets seamlessly to streamline project navigation and ensure easy access to related documents. ### 6. Empowers Data Governance with Actionable Lineage and Seamless Stewardship **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** Trust signals (certified, deprecated, warnings) that put governance right in the user’s flow. Business glossary + policies tied to real objects, keeping definitions, owners, and rules in one place. Lineage you can act on (table → column → BI asset) to see impact before you change a model or warehouse. Stewardship workflows (owners, Q&A, flags) that make “who maintains this?” obvious. **What do you dislike about Alation?** Lineage gaps. Cross-system lineage (e.g., Snowflake → dbt → Tableau) can be incomplete, and column-level lineage isn’t perfect for all connectors. Freshness lag. Harvesters run on schedules; usage/lineage can be hours or days behind fast-moving warehouses. **What problems is Alation solving and how is that benefiting you?** 1) Finding the right data fast Problem: Analysts can’t tell which table/view to use; lots of “where is X?” pings. Alation: Google-like search ranked by real usage, with owners, certifications, and synonyms. Benefit: Faster time-to-insight; fewer Slack/ServiceDesk tickets; quicker onboarding for new analysts. 2) Trust & governance in-flow Problem: Unclear definitions and stale docs lead to inconsistent metrics. Alation: Business glossary tied to physical objects, certifications/deprecation badges, policy notes. Benefit: Consistent KPIs across teams; less rework; auditable definitions. 3) End-to-end lineage & impact analysis Problem: Hard to see downstream blast radius of a schema change. Alation: Table→column→BI lineage (Snowflake to Tableau), popularity, and usage context. Benefit: Safer changes, faster RCA when dashboards break, fewer “mystery” dependencies. 4) Ownership & stewardship Problem: “Who owns this dataset?” remains unanswered; content goes stale. Alation: Clear owners/stewards, workflows for Q&A and curation, usage signals to prioritize. Benefit: Better data product hygiene; accountable teams; retiring unused assets. ### 7. Exceptional Data Governance with Alation **Rating:** 4.5/5.0 stars **Reviewed by:** Venkata V. **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** I find Alation to be fantastic with its product innovation and am impressed by its ongoing development, including piloting a new AI product feature. The excellent customer service stands out, with the Alation team being very approachable and consistent in their client interactions. From the initial sale through to software renewal, they immerse themselves in understanding the client's perspective and strive to ensure their success. I'm grateful for the ease of setup, facilitated by Alation's professional services team through their Right Start program, making the implementation process smooth and hassle-free. **What do you dislike about Alation?** I find the pricing of Alation relatively high, which is an area that needs to be reconsidered, especially given the current financial situation. When comparing Alation with other products in the market, the cost stands out as a notable concern, suggesting room for improvement in this aspect. **What problems is Alation solving and how is that benefiting you?** I utilize Alation to resolve inconsistencies in business metadata definitions, establish clear data ownership, and enhance data quality through profiling. ### 8. Elevates Data Confidence and Connectivity **Rating:** 5.0/5.0 stars **Reviewed by:** Reuben V. **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** I find Alation to be incredibly valuable for exploring our data catalogue and executing queries. With its central location, it facilitates easy data exploration and enhances trust in our data through the provision of high-quality metadata. I particularly appreciate the simple, context-rich search feature that allows me to find and understand data quickly. This enables me to delve deeper into our datasets and execute queries efficiently. The deep integration with various services like AWS Glue, AWS S3, and Zeppelin is another aspect I greatly enjoy, as it allows for seamless connectivity with other tools we use. Alation has been our primary data catalogue for five years, a testament to its reliability and effectiveness in meeting our needs. Overall, these features make Alation indispensable in my daily work, and I highly recommend it. **What do you dislike about Alation?** I feel that Alation could benefit from enhanced AI features, such as a better understanding of data and the ability to prefill missing metadata. Additionally, during the initial setup, I encountered the need for reworking, particularly in renaming and ensuring that autogenerated titles were correct and contextually appropriate. **What problems is Alation solving and how is that benefiting you?** I use Alation as a central location to explore data, enhancing trust with high-quality metadata, enabling fast data discovery, understanding, and query execution. ### 9. Centralized Metadata Management with Growing Marketplace Capabilities **Rating:** 4.0/5.0 stars **Reviewed by:** Nathan C. **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** I love that Alation is evolving from a mere catalog to a highly efficient data marketplace, which greatly enhances our data management capabilities. The easy search and guided navigation are standout features for me, particularly the enhanced left-handed navigation which has significantly improved our ability to find necessary data. I find Alation's lineage feature to be incredibly useful, and their analytics is extremely user-friendly, catering well to our analytical needs. This functionality, combined with the seamless integration with tools like Snowflake and Databricks, maximizes our data architecture's effectiveness. I truly appreciate how straightforward the initial setup of Alation was, which eased our transition from Informatica EDC and has established a strong foundation for our metadata management and enterprise initiatives. **What do you dislike about Alation?** I dislike the inconsistency in Alation's approach to Lineage Analytics. It has been added and removed from their roadmap for years, which makes it difficult to rely on this feature for long-term planning. **What problems is Alation solving and how is that benefiting you?** I use Alation for centralized metadata management, enhancing data search and discovery, and supporting data quality index and lineage audibility with a user-friendly data model. ### 10. Reliable for day to day data work **Rating:** 4.0/5.0 stars **Reviewed by:** Yukti S. | Sr IT Recruiter, Mid-Market (51-1000 emp.) **Reviewed Date:** November 13, 2025 **What do you like best about Alation?** What I like most about Alation is that it reduces the amount of time I spend searching for data. Before using it, I often had to rely on multiple people or old documentation to figure out where something lived. Now I can usually find the table, definition or owner through a quick search. **What do you dislike about Alation?** The main issue I run into with Alation is that some parts of the interface can feel slow especially when navigating between sections or loading larger assets. It’s not unusable but there are moments where it takes longer than I’d expect for a tool that’s meant to speed up data work. **What problems is Alation solving and how is that benefiting you?** Alation has helped reduce the amount of time I spend trying to figure out where data comes from and who is responsible for it. Before using it a lot of my work involved asking around or checking multiple systems just to confirm simple details. Now most of that information is in one place. ### 11. Effortless Metadata Understanding with Room for UI Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Raghav K. **Reviewed Date:** November 20, 2025 **What do you like best about Alation?** I appreciate how easy Alation is to use and access, which simplifies my tasks when working with metadata. Its capability to help identify the correct data structures, tables, and views is invaluable to me. I find it particularly helpful in resolving issues I encounter during my day-to-day querying tasks, as it effectively removes blockers related to data points and tables, enabling me to move forward smoothly. Furthermore, the initial setup of Alation was straightforward, enhancing my overall user experience. **What do you dislike about Alation?** I think the data structures in Alation need to be organized in buckets for metadata to allow for easier identification, so simplification in this area is needed. Additionally, the user interface and user experience could be further simplified to provide quicker answers. **What problems is Alation solving and how is that benefiting you?** I use Alation to understand metadata and identify the correct data structures, facilitating day-to-day querying and eliminating blockers related to data points and tables. ### 12. Customized to Encourage Stewardship Engagement **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Airlines/Aviation | Enterprise (> 1000 emp.) **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** Very flexible model; able to adjust the varies aspects to best fit our requirements. Front end's flexibility and ease of use helped sell stewardship engagement. **What do you dislike about Alation?** Integration with other governance and catalog products can be a pain; more options to automate the extraction of data for integration with our other products would be helpful. **What problems is Alation solving and how is that benefiting you?** 1) Catalog of Catalogs. Brings all metadata together from a variety of BI and data platforms, as well as other catalogs, into a single pane of glass. 2) Allows us to capture and associate data policies and standards to our metadata. This then allows us to identify where standards and policies should be enforced. 3) Stewardship engagement - ease of use increases the chances that stewards will provide more complete information regarding their assets ### 13. Experience of working on Alation **Rating:** 4.5/5.0 stars **Reviewed by:** Anubhav K. | Technology Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** November 08, 2025 **What do you like best about Alation?** What I appreciate most about Alation is its intuitive interface combined with robust data cataloging features. Navigating and managing data throughout the organization becomes straightforward, making it much easier to locate, comprehend, and oversee information. Additionally, the collaboration tools and search capabilities stand out, significantly enhancing both data accessibility and trust within the team. **What do you dislike about Alation?** While Alation serves as a robust data catalog platform, I have noticed that it can occasionally become sluggish when working with particularly large datasets. Furthermore, the user interface might benefit from being more intuitive in some sections, especially for newcomers who may not be well-versed in data governance concepts. **What problems is Alation solving and how is that benefiting you?** It is making search for data easier which saves time and also I can use natural language for query. It also helps breaking down data silos ### 14. User-Friendly Data Catalogue, But Data Lineage Needs Improvement **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Maritime | Mid-Market (51-1000 emp.) **Reviewed Date:** November 27, 2025 **What do you like best about Alation?** The data catalogue works well. Easy to use. Security was easy to setup. We are yet to integrate it with other systems but it appears to have Apis which enable this. **What do you dislike about Alation?** We encountered several bugs with data lineage, particularly when trying to set up lineage for our Power BI reports. Resolving these issues took us about nine months, which was quite frustrating. Additionally, customer support closed our tickets without actually addressing the problems. **What problems is Alation solving and how is that benefiting you?** This tool has made it much easier for us to locate our data. It streamlines the process, allowing us to find what we need more efficiently. ### 15. Unmatched Data Lineage Visualization for Seamless Insights **Rating:** 5.0/5.0 stars **Reviewed by:** swathi j. | Associate, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** November 14, 2025 **What do you like best about Alation?** Alation's strongest feature is its ability to automatically map and visualize the full journey of data from source to report, including transformations at the column level, often via Query Log Ingestion. I like this the most. **What do you dislike about Alation?** Complexity and Investment Required: The platform's powerful features come with a high degree of initial configuration and ongoing administrative overhead. **What problems is Alation solving and how is that benefiting you?** Reduced Development & Debugging Time: When a source system changes, Alation's column-level lineage shows exactly which downstream reports, dashboards, or other data pipelines will be impacted. This eliminates the need for manual, time-consuming, or waiting for a downstream user to complain before realizing something broke. ### 16. Great Data Cataloguing, But Lineage UI Needs Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Alation?** Data cataloguing and connection available for multiple source system **What do you dislike about Alation?** Lineage is not as great and UI for the same is lacking **What problems is Alation solving and how is that benefiting you?** We have made Alation as 1 stop shop for data exploration and finding what data is available and where it is available, so that our users know where to go and get access for the same ### 17. Effortless Data Discovery, Though Search Can Be Slow with Large Datasets **Rating:** 3.5/5.0 stars **Reviewed by:** MAHANTESH S H. | Lead Cybersecurity, Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Alation?** I like the how Alation makes it easy to get, find and understand data across multiple data sources. **What do you dislike about Alation?** It sometimes take a bit of time for the search results to load, especially with bigger and larger datasets. **What problems is Alation solving and how is that benefiting you?** Alation has helped to centralize and simplify the data discovery and to improve collaboration and trust in the data shared. ### 18. Extremely Useful Insights, Effortless Experience with AI **Rating:** 5.0/5.0 stars **Reviewed by:** Praveen B. | SAP Fiori/UI5 Deeveloper, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Alation?** The insights generated from the data were extremely useful and easy for our customers to understand. **What do you dislike about Alation?** There isn't much to complain about. Since the introduction of AI, everything has become much easier. **What problems is Alation solving and how is that benefiting you?** Our client needed insights and reports from their raw data to support business decision-making, and Alation addressed this requirement effectively. ### 19. Effortless Data Discovery and Trust for Enterprises **Rating:** 5.0/5.0 stars **Reviewed by:** Ravi P. | DATA ANALYST AND TEAM COACH, Mid-Market (51-1000 emp.) **Reviewed Date:** November 06, 2025 **What do you like best about Alation?** it is an enterprise data catalog and governance platform so it's easier to find, understand and trust the data. **What do you dislike about Alation?** There is no as such dislike about the platform sometimes latency feel you boredom. **What problems is Alation solving and how is that benefiting you?** It allows me to understand the key requirement and tells me to do data manipulation accordingly. ### 20. Exceptionally Easy to Use and Intuitive **Rating:** 5.0/5.0 stars **Reviewed by:** Shahid A. | System engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Alation?** This product is extremely easy to use and proves to be very useful. I would highly recommend it to others. **What do you dislike about Alation?** No, everything is good and it's very easy to use. **What problems is Alation solving and how is that benefiting you?** I found this very helpful in resolving my issue, and it is also extremely easy to use. ### 21. Powerful Data Interpretation with Impressive Algorithms **Rating:** 4.5/5.0 stars **Reviewed by:** V Pharmacologist D. | Co-Founder, Enterprise (> 1000 emp.) **Reviewed Date:** November 11, 2025 **What do you like best about Alation?** I like the alation algorithm & ability to create sharp data interptretation output. **What do you dislike about Alation?** I found alation package cost is slightly high. **What problems is Alation solving and how is that benefiting you?** It saving time in drug discovery process and helping to solve data analysis problems of clinical patient data. ### 22. Great Features and Usability, But Performance Needs Work **Rating:** 3.0/5.0 stars **Reviewed by:** Ray M. | Principal Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 20, 2025 **What do you like best about Alation?** Ease of use Compose feature Conversations Analytics **What do you dislike about Alation?** Performance can lag when integrating large number of data sources **What problems is Alation solving and how is that benefiting you?** Active metadata management SQL user tool Conversations ### 23. Beginners experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** November 18, 2025 **What do you like best about Alation?** Product suites our needs, I am a beginner in this area **What do you dislike about Alation?** Nothing as of now, perhaps they could strengthen their presence in Sweden **What problems is Alation solving and how is that benefiting you?** Defining our glossary ### 24. Adaptable for Business, But Missing Key Features **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Utilities | Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Alation?** Business users can easily adapt and learn **What do you dislike about Alation?** A lot of features missing, especially Data Quality. **What problems is Alation solving and how is that benefiting you?** Helps better engagement of Data Governance Community ### 25. Insightful Analytics with Excellent Data Quality Scores **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** November 06, 2025 **What do you like best about Alation?** I love the insights it provides particularly the data quality score **What do you dislike about Alation?** Sometimes the platform can be a little slow **What problems is Alation solving and how is that benefiting you?** Saves me time when analysing date and instead does it for me ### 26. Developer **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.) **Reviewed Date:** November 07, 2025 **What do you like best about Alation?** Able to design APIS and workflow automation **What do you dislike about Alation?** Not lending or payments module. It is only an agent builder **What problems is Alation solving and how is that benefiting you?** Building api's from scratch and layout codes ### 27. Loving Alation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** January 25, 2024 **What do you like best about Alation?** I appreciate Alation's user-friendly interface, which simplifies the process of finding and accessing data. Its intuitive design enhances productivity and efficiency in navigating through various datasets and reports. Additionally, the platform's robust search capabilities empower users to quickly locate relevant information, supporting informed decision-making. The collaborative features within Alation foster effective communication and knowledge sharing among team members, contributing to a more collaborative and cohesive working environment, which we'd love to take advantage of soon. **What do you dislike about Alation?** While Alation offers many valuable features, there are a few areas where improvements could be made. One aspect that I find challenging is the complexity of setting up and configuring certain functionalities, such as customizing data governance policies or integrating with external tools. Streamlining these processes and providing clearer guidance would enhance the user experience and reduce the learning curve for new users. Additionally, although the platform offers extensive documentation and support resources, navigating through them can sometimes be overwhelming, leading to difficulties in finding specific information or troubleshooting issues. Simplifying the documentation structure and improving search functionality would greatly benefit users in efficiently accessing the help they need. **What problems is Alation solving and how is that benefiting you?** Alation addresses several critical challenges in data management, ultimately benefiting our organization in various ways. One key problem it solves is the lack of centralized and accessible data documentation. By providing a unified platform for cataloging and organizing data assets, Alation ensures that stakeholders can easily discover and understand available data resources, fostering collaboration and informed decision-making across teams. Additionally, Alation helps to promote data governance and compliance by enabling the implementation of standardized policies and procedures for data usage, lineage tracking, and access control. This not only enhances data quality and security but also mitigates risks associated with regulatory non-compliance or data breaches. Alation's automated data profiling and analysis capabilities also streamline the process of data discovery and validation, saving time and effort for data professionals. Overall, Alation's comprehensive suite of features empowers our organization to effectively manage and leverage its data assets, driving efficiency, productivity, and data-driven insights. ### 28. Alation is Best in Class **Rating:** 4.5/5.0 stars **Reviewed by:** Zach M. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 09, 2024 **What do you like best about Alation?** Alation is extremely flexible and able to fit small to large organizations. They tread the perfect line between analytics and governance. Their vision perfectly aligns with our organization's data management vision of universally understood and trusted data available across the company. **What do you dislike about Alation?** There is definitely some room for growth with lineage capabilities. Alation has been upfront with their plans to rapidly enhance lineage functionality. **What problems is Alation solving and how is that benefiting you?** We have plenty of data tribal knowledge in our organization. Alation is helping us document and set up processes that capture tribal knowledge and share it along with best practices to key individuals. ### 29. Product recommendation of Alation **Rating:** 5.0/5.0 stars **Reviewed by:** Divyaraj R. | Associate Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 09, 2023 **What do you like best about Alation?** Alation strives for the best industrial business solultions and offers wide range of collections in their ecosystems be it across different categories like Finance, healthcare, etc., Alation delivers the best product which is ease of use and provide number of features across their deliverables. **What do you dislike about Alation?** Alation has great examples of showcasing business usecases to the clients by addressing and fostering their problems that they want to leverage. Highly recommended platform and there's no dislike takeaway since they provide ease of integration and ease of implementation in their own catalog. **What problems is Alation solving and how is that benefiting you?** Being a passionate machine learning developer, Alation provide their easy to implement ML and unity catalog to seamlessly integrate with hosted platforms on Databricks since most of my use-cases or projects is to solve real-time examples in healthcare and finance sector which benefits me to connect with Alation applications. ### 30. Alation's Right Start program helps deliver value quickly **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 22, 2023 **What do you like best about Alation?** What is most helpful about it is how simple it is to add policies and terms to the catalog. Combining this with easy data dictionary upload helps data stewards and SMEs effectively memorialize metadata to the data marketplace. **What do you dislike about Alation?** The cost per data steward is a bit high is one thing. Another thing is having to pay to enable column level data linieage. Sure you can get by with just table level, but column level lineage is key for impact analysis. **What problems is Alation solving and how is that benefiting you?** Alation's data catalog is helping improve data literacy via it's layout. Users better understand that information exists about the data they care about because this metadata is now exposed to them in the data catalog. In addition to data literacy, it helps users make confident choices in the datasets they consume because they can now see not only who else uses the data but also queries that have been shared for others to use. This benefits the company because it cuts down on duplication of effort but also helps create a standard process. ### 31. Driving a data community culture **Rating:** 4.5/5.0 stars **Reviewed by:** Jeff C. | Business Data Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 06, 2023 **What do you like best about Alation?** My favorite feature of Alation is the lineage graph. We actively reference the lineage graph during our routine discussions in our organization. Currently exploring the API and getting more familiar with the Health API **What do you dislike about Alation?** I'm looking forward to being able to catalog our ML models in the near future. **What problems is Alation solving and how is that benefiting you?** We're currently cataloging our customer and partner data and ensuring our stakeholders have a source of truth for all customer data references ### 32. Decent tool with helpful features but Cloud functionality still nascent. **Rating:** 3.0/5.0 stars **Reviewed by:** Blake C. | Managing Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** November 22, 2023 **What do you like best about Alation?** Integrations ability and automated lineage **What do you dislike about Alation?** Current install of Alation is on prem and only a few years old. Already being pushed to cloud which is good but costs more money and several new features that make Alarion a much more complete tool are only available in new cloud tool and those features are still relatively new and unproven. **What problems is Alation solving and how is that benefiting you?** Data lineage and certification documentation ### 33. Enterprise Data Cataloging Made Easy **Rating:** 5.0/5.0 stars **Reviewed by:** Liz R. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2023 **What do you like best about Alation?** It's just stunning how easy it's been to stand up Alation, get it customized, get data sources connected and get people interested in using it. I love the interface and the intuitiveness of it and our programmers have been working with the APIs, working from Alation recipes that get us most of the way there out of the box. **What do you dislike about Alation?** We've found no down sides of Alation - the experience has been positive for us in every aspect, from implementation to curation. Some features that we would like are still in development, but we knew that going in and Alation has been open about what's coming and when we can expect it. **What problems is Alation solving and how is that benefiting you?** Alation is making data governance straightforward and organized across many teams and many stakeholders. Regulatory compliance and practical daily data use is made much easier by a central tool that's accessible to all of those stakeholders. **Official Response from Michelle Cloutier:** > Thank you for the glowing review! We're glad you enjoy using Alation and appreciate its strong data governance capabilities. We appreciate your candid feedback and look forward to creating the features and functions you need! ### 34. Robust data governance tool **Rating:** 4.5/5.0 stars **Reviewed by:** Douglas S. | Data Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** October 26, 2023 **What do you like best about Alation?** I very much enjoy Alations data cataloging tools and ability to create a data community within my organization that exists in a central location. **What do you dislike about Alation?** It is sometimes difficult to get some users to participate, though that is not really a.fault of the software itself. **What problems is Alation solving and how is that benefiting you?** Central location for business to find the data they need without looking in different folders for different excel docs. ### 35. Alation is the go-to data catalogue for fast-to-insights governance **Rating:** 5.0/5.0 stars **Reviewed by:** Chris C. | Enterprise (> 1000 emp.) **Reviewed Date:** April 25, 2023 **What do you like best about Alation?** Firstly, the Alation team are very customer centric. Regular, consistently useful comms, on point, every time. The product is very easy to deploy in AWS, and connecting to our DW and reporting systems has been mostly a doddle. We've had a few issues in connecting to Kafka, but that has been because of our setup. The product is really intuitive to use, and quickly highlights gaps in current processes around documenting data sources within a DW environment. The fact that it can pull lineage from warehouses is really useful for impact analysis. **What do you dislike about Alation?** I think there is a gap within the specific Power BI connector, in that I'm sure there is more metadata behind the scenes that Alation can tap into, but doesnt. For example, where people are creating reports in Power BI, making use of calculations and functions, it'd be super handy to be able to identify these, and compare for duplications across the org. Otherwise, there isnt much to complain about! **What problems is Alation solving and how is that benefiting you?** Alation is underpinning our business and technology strategies, and is enabling a more digital way of working. It helps us identify what we have, what condition its in, who's best to talk to as a SME, and federated governance across teams. **Official Response from Michelle Cloutier:** > Hi Chris - thanks very much for the positive review of Alation! It sounds like Alation will be a foundational piece of your tech stack. As you may know, we are working to improve and enhance our Power BI connector. Thank you for the specific suggestions, which I will pass along. ### 36. Amazing experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** December 27, 2023 **What do you like best about Alation?** Governance across the company is critical and we're slowly getting there. It's simple as a google search. **What do you dislike about Alation?** Not as user friendly on the backend. Some things require research. **What problems is Alation solving and how is that benefiting you?** Nothing yet as we're still soft launching but long term, we want to solve for data trust and ease of finding things. ### 37. Best Pure Data Catalog on the Market **Rating:** 4.5/5.0 stars **Reviewed by:** Larry R. | Managing Director, Head of Data at Oaktree Capital, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2023 **What do you like best about Alation?** Strengths of Alation: 1) Clear focus on core data catalog functionality (no frills - doesn't try to be everything for everyone). 2) Simple and intuitive UI 3) Proven implementation approach that delivers on the promise in a matter of weeks 4) Product development delivers on most relevant enhancements and functionality 5) Quality account and relationship management 6) Makes data governance tangible!!! **What do you dislike about Alation?** Areas for Development: 1) The pricing model is complex and could be improved. For instance, Alation should remove the limit of read-only users. It should also encourage the use of additional connectors. These features will only help to ensure quality implementations used across the enterprise. 2) Need to find a way to more clearly differentiate themselves from Collibra in how they market the product. **What problems is Alation solving and how is that benefiting you?** 1) Allowing users to discover data. 2) Allowing users to understand the data. 3) Allow users to understand who owns the data. 4) Allow the users on how to collaborate in use of the data. 5) Creates a deeper connection between the business users and data stewards. 6) Is the application which ensures the accountability of the data stewards. **Official Response from Michelle Cloutier:** > Hi Larry - thank you for your detailed review. We're glad you're getting so much value from Alation! I have shared your feedback about pricing and competitive marketing with the appropriate teams within Alation. ### 38. Good conference **Rating:** 4.5/5.0 stars **Reviewed by:** Lea L. | Director, Enterprise Technology & Architecture, Enterprise (> 1000 emp.) **Reviewed Date:** October 29, 2023 **What do you like best about Alation?** Workflow and feedback loops are the best **What do you dislike about Alation?** No built in data quality engine so it's a half baked data intelligence product with integrations. **What problems is Alation solving and how is that benefiting you?** Discovery across hybrid environments ### 39. We love Alation! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Airlines/Aviation | Enterprise (> 1000 emp.) **Reviewed Date:** November 08, 2023 **What do you like best about Alation?** I find the search and discovery feature allows us to quickly lookup critical information to us up and running. **What do you dislike about Alation?** I would like to be able to further customize my template to put an AA spin on things. **What problems is Alation solving and how is that benefiting you?** Being the source of truth, and will be able to search on this cover information related to our data assets. ### 40. A great data cataloging capability for data driven enterprises **Rating:** 5.0/5.0 stars **Reviewed by:** Jade J. | Enterprise (> 1000 emp.) **Reviewed Date:** May 04, 2023 **What do you like best about Alation?** Having a data catalogue is essential for any data driven business to succeed, in the appropriate way, and scale correctly without incurring tech debt or creating siloes. Alation allows this is an efficient way that speaks to both technical and business stakeholders. **What do you dislike about Alation?** Alation in our experience has occasionally struggled to scale at the pace that we often require it. The UI can sometimes be difficult to use for more inexperienced individuals. **What problems is Alation solving and how is that benefiting you?** Contextual information is embedded alongside the data, and being able to link together business process documentation, terminology definitions and data together in one place is very useful for our stakeholders. **Official Response from Michelle Cloutier:** > Hi Jade - thank you for your honest review of Alation. I've shared your feedback with your Account Executive and with the product team. I know you are a seasoned user of Alation, so your feedback is important to us. ### 41. Great tool for data governance and getting buy-in/adoption from the business! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.) **Reviewed Date:** November 10, 2023 **What do you like best about Alation?** Alation is so customizable and the team is really helpful with making sure that you get the most out of the product. **What do you dislike about Alation?** Nothing so far! We've had a really great experience this far, from the customer service to the features. **What problems is Alation solving and how is that benefiting you?** With acting as a data dictionary and helping our users understand our data. ### 42. Very intuitive platform. Could create value quickly. **Rating:** 4.0/5.0 stars **Reviewed by:** Lawson R. | Enterprise (> 1000 emp.) **Reviewed Date:** October 28, 2023 **What do you like best about Alation?** I think time to value is the biggest factor from our point of view. Alation will help you get up and running fast. **What do you dislike about Alation?** Seems there will be a small learning curve. Same with most tools. **What problems is Alation solving and how is that benefiting you?** Scale of data catalog and change request management. ### 43. Promising Opportunities **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** November 06, 2023 **What do you like best about Alation?** Alation provides many opportunities for data governance and innovation. **What do you dislike about Alation?** New to Alation, so it would be great to see more relatable examples of the data integration from other companies. **What problems is Alation solving and how is that benefiting you?** Data integrity ### 44. Ablation Just Gets It **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Enterprise (> 1000 emp.) **Reviewed Date:** October 26, 2023 **What do you like best about Alation?** While the application is continually evolving, it's the support we get from the Alation team that sets them apart. Their model for continuous improvement is exactly what application vendors need to focus on. Not everything to everyone but listening to their customers to determine what's important now, not yesterday. **What do you dislike about Alation?** Limited workflow capability. Workflows are key to automating governance tasks. **What problems is Alation solving and how is that benefiting you?** Classification of data assets. We leverage this to support our RBAC process within Redshift. ### 45. A smart tool with a crisp UI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2023 **What do you like best about Alation?** It's a smart data catalog. There are many features such as the Lexicon and Catalog Sets that address the challenges associated with catalog curation. I also love that it allows connection to so many different data sources and data quality tools. It's nice to have options. **What do you dislike about Alation?** Wish there was more built in data quality capabilities. **What problems is Alation solving and how is that benefiting you?** Improve data discovery. Make data governance and documentation less painful. ### 46. Allation Governor **Rating:** 4.5/5.0 stars **Reviewed by:** Sudhir N. | Enterprise (> 1000 emp.) **Reviewed Date:** November 18, 2023 **What do you like best about Alation?** Governance Materials and content and details on the governance topics **What do you dislike about Alation?** Integrated with applications for lineages **What problems is Alation solving and how is that benefiting you?** Governance and Data Catalogue ### 47. Alation provide one of the best Data Catalog and Data Linage platform for our customers **Rating:** 5.0/5.0 stars **Reviewed by:** Girish K. | Mid-Market (51-1000 emp.) **Reviewed Date:** October 27, 2023 **What do you like best about Alation?** User friendly, seemless Integration and new features **What do you dislike about Alation?** Limited integration API for SaaS products and DQ process **What problems is Alation solving and how is that benefiting you?** As a System Integrator, we try to solve business problems related to data ### 48. Great size of event **Rating:** 4.5/5.0 stars **Reviewed by:** Sean M. | Sales Executive at SecuPi, Mid-Market (51-1000 emp.) **Reviewed Date:** November 08, 2023 **What do you like best about Alation?** Knowledge about sensitive data and risks to org **What do you dislike about Alation?** Another tool requried to be trained on and deployed **What problems is Alation solving and how is that benefiting you?** I'd of sensitive data in org ### 49. The product is easy to use and collaborate **Rating:** 5.0/5.0 stars **Reviewed by:** Sandeep D. | Mid-Market (51-1000 emp.) **Reviewed Date:** October 30, 2023 **What do you like best about Alation?** The collaboration features and the various built in connectors **What do you dislike about Alation?** Focus on cloud could limit the on premise usage **What problems is Alation solving and how is that benefiting you?** It's helping with enterprise data catalog ### 50. Better than expectation **Rating:** 5.0/5.0 stars **Reviewed by:** Ahsan S. | Senior Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** October 25, 2023 **What do you like best about Alation?** Community collaboration and search capabilities **What do you dislike about Alation?** Alation do what it promises but still need improvement on versioning, lineage and Access/security. **What problems is Alation solving and how is that benefiting you?** Knowledge capturing and asset identification. ## Alation Discussions - [Which three are capabilities of Oracle Cloud Infrastructure data catalog service?](https://www.g2.com/discussions/which-three-are-capabilities-of-oracle-cloud-infrastructure-data-catalog-service) - 1 comment - [View Alation pricing details and edition comparison](https://www.g2.com/products/alation/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-17+01%3A53%3A55+-0500&secure%5Bsession_id%5D=8fd9e164-9012-435e-95b5-22e0ff10f642&secure%5Btoken%5D=8cd1e5994853f37691fac1aa7c09309e7be92e317f1c3951a1288d7cb362f49b&format=llm_user) ## Alation Integrations - [Azure Virtual Machines](https://www.g2.com/products/azure-virtual-machines/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) ## Alation Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Security** - Access Control - Roles Management - Compliance Management **Reporting** - Intelligent Insights - Dashboards **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Data Quality** - Data Preparation - Data Unification **Maintainence** - Data Quality Management - Policy Management **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Generative AI** - AI Text Generation - AI Text Summarization **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 - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top Alation Alternatives - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (128 reviews) - [Collibra](https://www.g2.com/products/collibra/reviews) - 4.2/5.0 (99 reviews) - [Informatica Enterprise Data Catalog](https://www.g2.com/products/informatica-enterprise-data-catalog/reviews) - 4.3/5.0 (19 reviews)