--- title: Ataccama ONE Reviews meta\_title: 'Ataccama ONE Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 12 reviews by the users' company size, role or industry to find out how Ataccama ONE works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 12 scale: '5' date\_modified: '2026-08-09' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Ataccama ONE Reviews & Product Details Visit Website Ataccama ONE is a data trust platform that helps organizations improve data quality, monitor data reliability, govern enterprise data assets, and prepare trusted data for analytics and AI initiatives. Designed for complex cloud, on-premises, and hybrid environments, the platform is used by data governance teams, data quality managers, data engineers, analytics teams, and AI programs that require accurate, governed, and auditable data. The platform combines data quality, data observability, data catalog, data lineage, and reference data management in a unified solution. Organizations use Ataccama ONE to identify and resolve data issues, support regulatory compliance, improve confidence in reporting and AI outputs, and streamline enterprise data management operations. The platform also includes the ONE AI Agent, which helps automate tasks such as metadata enrichment, anomaly detection, rule recommendations, and documentation workflows. Ataccama ONE supports use cases including AI readiness, cloud migration, data modernization, regulatory compliance, and data product development. It is used across industries such as financial services, insurance, telecommunications, healthcare, manufacturing, and energy, where trusted data is critical for operational and strategic decision-making. Key capabilities include: - Data quality and observability tools for profiling, validating, monitoring, and improving data across systems and pipelines - Data catalog and lineage capabilities that help users discover, understand, and trace data assets and transformations - Reference data management for maintaining standardized business values across applications and business units - AI-assisted automation through the ONE AI Agent to support rule creation, anomaly remediation recommendations, and metadata management - Connectivity to cloud platforms, databases, data warehouses, BI tools, and AI ecosystems through built-in connectors and MCP server support * * * Product Website Ataccama ONE Seller [Ataccama](https://www.g2.com/sellers/ataccama) Discussions [Ataccama ONE Community](https://www.g2.com/products/ataccama-one/discuss) Languages Supported German, English, French, Spanish Overview by David Lazar Show More ## Ataccama ONE Integrations (6) What do users say about integrations? Verified by Ataccama ONE [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure Synapse Analytics ](https://www.g2.com/products/azure-synapse-analytics/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google BigQuery Python Connector ](https://www.g2.com/products/google-bigquery-python-connector/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") ServiceNow Workflow Data Fabric ](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Snowflake ](https://www.g2.com/products/snowflake/reviews) Show More ![Siva M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Siva M.") SM Siva M. Lead Member Of Technical Staff Enterprise (\> 1000 emp.) 5/20/2026 "Powerful Data Quality Checks with Room for Improvement" 4.5/5 What do you like best about Ataccama ONE? I like Ataccama One for its features and good security. I find it useful that I can configure folder-level features on different project teams and set permissions for them. Additionally, it specializes in creating a monitoring project view where I'm able to add tables and add rules. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? What did not work for me is there is less of a machine language capability where I plug in a table and it automatically comes back with suggestions. That's missing. And it can be improved well. The initial setup was very hard with the on-prem installation, but now they brought it to the cloud, so it's seamless. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? I use Ataccama One to reconcile data by comparing sources and targets, and then run data quality checks on top of it. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Thank You page ![Karthika S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Karthika S.") KS Karthika S. Senior Data Governance Analyst Enterprise (\> 1000 emp.) 11/1/2024 "Data Quality Tool for Business Users" 5/5 What do you like best about Ataccama ONE? Easy to use UI. Customizable interface. Good customer support Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Ataccama desktop is very complicated. Need a learning experience for this Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? Helped in auto tagging tables. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![baskaran V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "baskaran V.") BV baskaran V. Endpoint Management Administrator Small-Business (50 or fewer emp.) 7/24/2023 "Ataccama - Automated data quality with MDM Management" 4.5/5 What do you like best about Ataccama ONE? IT delivers Unified Platform for the automated data Quality Ataccama also supports for MDM Management We can also integrate Metadata Management for our projects and services Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Earlier its little harder to get well on the console. It would be nice if it come with a user hotkey function out of the box Having concurrent user usage licenses would be ideal Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? It helps us in Integrates with other tools for complete end to end Lineage This tool helps us in handling Metadata Management It helps us more way in data profiling Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite RT Rasesh T. Mid-Market (51-1000 emp.) 7/21/2023 "Excellent Platform for your data analytical needs" 4.5/5 What do you like best about Ataccama ONE? The way we can store and input any data from our processes and systems and expect the perfect output in terms of actionable information. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Constantly coming up with new things, maybe to focus more on a single segment and perfect it. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? The storage of all types of data under one roof from cross functional teams. It makes our company more productive. We are expecting increase in ROI and sales simply from the effective use of this software. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Airlines/Aviation](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Airlines/Aviation") IA Verified User in Airlines/Aviation Small-Business (50 or fewer emp.) 12/16/2022 "Reference Data Management" 4/5 What do you like best about Ataccama ONE? Simple to set up and use. Flexible IaaS options. GUI is simple enough to allow experts in the Business to maintain datasets themselves. Great for simple datasets which need to be conveyed to other systems with minimal transformation. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Supporting more complex data transformations is not 'low code' / 'no code'. It requires someone who can understand both how to code as well as how to deal with issues that can occur when the dataset is not very small, such as contention when updating downstream systems. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? Very specifically, using it to allow our business to maintain reference datasets, support an approval process, and provide a method to keep the systems that need that data in sync. The audit log features allows us to show auditors who changed what and when. Review collected by and hosted on G2.com. Show More 6/16/2023 Current UserValidated ReviewerIncentivizedSource: Seller invite ![Sonal S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sonal S.") SS Sonal S. Senior Data Consultant - Data Governance Enterprise (\> 1000 emp.) 5/3/2023 "One of the first wholesome DQ solution, but needs improvement" 3.5/5 What do you like best about Ataccama ONE? Machine Learning Capability for Cleasning and Match and Merge Minimum coding required Integrated Data Catalog with DQ DQ remediation Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Support Team is very slow A very complex tool for beginners. Have used new tools in market which are pretty easier like DvSum Initial integration took lot of time and back and forth discussions Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? Data quality issue identification and rectification Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Pranendu Bikash P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pranendu Bikash P.") PP Pranendu Bikash P. Managed Network Expert Small-Business (50 or fewer emp.) 5/3/2023 "Building Data products has never been easier." 4/5 What do you like best about Ataccama ONE? A unified data management platform for all business needs. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Nothing as of now. Will update later on. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? Self driving data management, which requires very less human effort. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Rebecca S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rebecca S.") RS Rebecca S. Sales Account Manager Mid-Market (51-1000 emp.) 7/6/2022 "Excellent Large Volume of Data Manipulation Package." 4.5/5 What do you like best about Ataccama ONE? 1. The bes data mining solution. 2. Easy to connect with various data sources. 3. Data analytical functions are stable. 4. Easy to migrate big files. 5. Data easy collaboration. 6. The effective real time reporting system. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? No much to underline on Ataccama One functionalities and its Cloud performance or even from the technical team. Review collected by and hosted on G2.com. Recommendations to others considering Ataccama ONE: Highly functional Cloud data modeling and multiple big data integration system with real time reporting capabilities. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? 1. Effective on gathering data from on room. 2. Easy distribution of multiple data reports. 3. Excellent communication and team management is excellent. 4. Data mining and data warehousing solution. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Airlines/Aviation](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Airlines/Aviation") CA Verified User in Airlines/Aviation Enterprise (\> 1000 emp.) 12/13/2022 "Ataccama review" 3.5/5 What do you like best about Ataccama ONE? RDM (Reference data management) is good product in Attacama family Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? Data quality product needs more features to be added in Attacama family Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? We are able to manage reference data at enterprise level using RDM Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Music](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Music") CM Verified User in Music Small-Business (50 or fewer emp.) 12/21/2020 Business partner of the seller or seller's competitor, not included in G2 scores. "One tool for everything" 4.5/5 What do you like best about Ataccama ONE? Ataccama covers your Data Management needs all in one place. Basically you don't need bunch of different tools for ETL, Profiling, Data Quality, Referential Data Management, Workflows, Schedulears, Master Data Administration, Issue Management you name it. Whatever the task you can do it with pleasure with Ataccama. It shines best when it comes to powerful Master Data Management solutions. Once you get to know how you utilise its powers it gives you a great flexibility and freedom to develop and refine complex solutions and you can do it fast and debug immediately on the go. Ataccama just grows and grows each year you would not need anything else if stick to it. Review collected by and hosted on G2.com. What do you dislike about Ataccama ONE? It is a new tool and sometimes with new updates you might find some obstacles but the support is great. They invest in your success and will do their best to resolve as quickly as possible any bugs you might find with the next update but usually there is always a nice workaround solution. Since this is a very flexible beast you can always think of new ways to implement things that even you might think are impossible in the first place. Besides the support might help you with suggestions if you face critical situation. Review collected by and hosted on G2.com. What problems is Ataccama ONE solving and how is that benefiting you? As mentioned above the whole project delivery you can do with Ataccama. Starting from the very beginning stage of database or just a simple file or advanced queue messages parsing, reading, profiling to their data cleansing, standardisation, validation and continue to the next stage of aggregating, match and merging records in a powerful master management solution with the end result of simple to use and user friendly data governance package. All in all synchronised with workflows, schedulers anything you need to meet the client's requirements. The amount of customisations is insane. You can go the extra mile and provide benefits to your client or to your own solution with adding more value and constantly grow the solution. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. 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