--- title: GoodData.AI Reviews meta_title: 'GoodData.AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 623 reviews by the users' company size, role or industry to find out how GoodData.AI works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 623 scale: '5' date_modified: '2026-07-17' parent_category: name: Business Intelligence url: https://www.g2.com/categories/business-intelligence --- # GoodData.AI Reviews **Vendor:** GoodData.AI **Category:** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Average Rating:** 4.3/5.0 **Total Reviews:** 623 ## About GoodData.AI GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide. ## GoodData.AI Pros & Cons **What users like:** - Users highlight the **ease of use** of GoodData.AI, enabling quick report creation and effective metric management. (52 reviews) - Users value the **clean and customizable dashboards** of GoodData.AI, enhancing data presentation for all users. (34 reviews) - Users appreciate the **seamless integration** of GoodData.AI, enabling efficient data management and rapid deployment. (34 reviews) - Users find GoodData.AI to be **intuitive and easy to use** , enabling quick access to insights and reports. (30 reviews) - Users value the **customization options** of GoodData.AI, enabling tailored solutions for diverse business needs and insights. (28 reviews) - Users value the **easy integrations** of GoodData.AI, streamlining data analysis and enhancing overall productivity. (28 reviews) - User Interface (28 reviews) - Data Analysis (26 reviews) - Data Handling (24 reviews) - Users appreciate the **dashboard customization options** in GoodData, enabling easy creation and visualization of tailored insights. (23 reviews) **What users dislike:** - Users experience a **steep learning curve** with GoodData, making customization and basic functions challenging and time-consuming. (28 reviews) - Users find the **learning difficulty** challenging, especially with MAQL language and complex data models in GoodData.AI. (19 reviews) - Users find the **missing features** in GoodData.AI, particularly in documentation and Insight management, frustrating. (19 reviews) - Users find the **complexity** of GoodData.AI challenging, impacting setup, decision-making speed, and learning for new users. (13 reviews) - Users find the **limited customization** options in GoodData.AI hinder their ability to effectively manage data and reports. (12 reviews) - Slow Performance (11 reviews) - Complex Usage (10 reviews) - Complex Data Modeling (8 reviews) - Users experience **initial difficulty** with GoodData's integration and report understanding, but it improves with time and learning. (8 reviews) - Limited Features (8 reviews) ## GoodData.AI Reviews ### 1. Best data dashboard for real time insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 22, 2024 **What do you like best about GoodData.AI?** The dashboard works real time and shows deeper analytics without going into different sections. **What do you dislike about GoodData.AI?** We couldn't find instant free trial option. This has to be made for public **What problems is GoodData.AI solving and how is that benefiting you?** We needed a platform to analyze and interpret data from multiple sources, by using GoodData we were able to analyze it in real time with helpful insights. **Official Response from Greta Brauer:** > Hello - We are so glad to hear you are enjoying the real-time aspect of GoodData. We also have a [beta] live data streaming visualization coming soon that you might be interested in! I don't yet have a release date to share, but it's currently available in our Labs environment for testing. Learn more and register here if interested: https://www.gooddata.com/platform/lab To your point about a free trial option - we do have a 30-day free trial with no credit card required. Find the link here: https://registration.cloud.gooddata.com/register Thank you! ### 2. Very intuitive **Rating:** 4.0/5.0 stars **Reviewed by:** Duane N. | Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2022 **What do you like best about GoodData.AI?** Easy to add data sources and create metrics **What do you dislike about GoodData.AI?** A little bit of a learning curve with the native language MAQL **What problems is GoodData.AI solving and how is that benefiting you?** Easily create custom dashboards and insights for adhoc reporting **Official Response from Tomas Kratochvil:** > Hi Duane, thank you for your review. Have you tried our GoodData University course for MAQL? MAQL brings the ability to reuse metrics also in different context is therefore great when building self-service data products. ### 3. Embedded BI **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** GoodData is very dynamic and offers excellent embedding and customization. **What do you dislike about GoodData.AI?** In our experience the integration and setup could be made easier. It wasn't has easy as connecting a database and then add it to your website. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata provides a great tool for doing some cleanup of data, working with a main template that gets embedded on a website. ### 4. Great value for research and news **Rating:** 5.0/5.0 stars **Reviewed by:** Marc S. | Mid-Market (51-1000 emp.) **Reviewed Date:** November 17, 2023 **What do you like best about GoodData.AI?** Unique structured research for analyst PMs etc to stay on top of current trends, news and movements in my specific area. **What do you dislike about GoodData.AI?** None to say. Perhaps engaging with users more frequently to define needs based on users profile and reads. It could already be in place - just a thought **What problems is GoodData.AI solving and how is that benefiting you?** Quick, reliable and structured information on my specific key areas in a very detailed way. ### 5. It's a powerfull tool to buil KPI's and reports. Easy to learn and use with multiple ressources **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** The interface is amazing. Intuitive, easy to understand and use. **What do you dislike about GoodData.AI?** I think that the solution could have a module to trigger processes using others platform API"s. This ressource can provide high level automation based in targets of a KPI, by example. **What problems is GoodData.AI solving and how is that benefiting you?** I can build my KPI's for all departments and centralize the information ina single place. **Official Response from Greta Brauer:** > Thanks for the review! I wanted to share that we've launched two new ways to accomplish triggering processes - natively via our new automations (including both static and relative targets of a KPI), and also via Zapier integration. Check it out and let us know what you think! Thanks, Greta ### 6. Easy to use **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** It's quite easy to create graphs and dashboards. Easy for non admins to get insights that don't already exist in their dashboards **What do you dislike about GoodData.AI?** Not a fan of the pricing model, which means you have to be really careful about the size of models you bring into the software. **What problems is GoodData.AI solving and how is that benefiting you?** Helping users at our company to get data-driven insights ### 7. Great tool for data visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Max M. | Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2023 **What do you like best about GoodData.AI?** We were able to connect all our data sources and build a proper visualization across all our team members. **What do you dislike about GoodData.AI?** It's a bit complicated from the UX point of view. **What problems is GoodData.AI solving and how is that benefiting you?** We combined all our data silos into one single source of truth and distributed valuable insights within a team to enable us to make data-driven decisions. **Official Response from Adela Sykorova:** > Thank you, Max, for your positive review! We are delighted to hear that we can seamlessly connect all your data sources and create meaningful visualizations across all our team members. Additionally, we are actively improving our UI for a better experience. ### 8. A lot to learn **Rating:** 3.5/5.0 stars **Reviewed by:** Paulo Roberto D. | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** Scalable tool, integrable and with good performance **What do you dislike about GoodData.AI?** difficult to handle simple functiontales **What problems is GoodData.AI solving and how is that benefiting you?** Large scale data analysis ### 9. Exceptional Analytics Experience! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** -The feature-rich dashboard provides comprehensive insights into our data, empowering us to make informed decisions swiftly. -The ease of use ensures that even non-technical team members can navigate and derive value from the platform effortlessly. **What do you dislike about GoodData.AI?** It have limitations in terms of customization compared to some other analytics platforms. **What problems is GoodData.AI solving and how is that benefiting you?** Data Centralization and performance tracking **Official Response from Natalia Nanistova:** > Thank you for sharing your experience! We're thrilled to hear about the impact our platform has had on your work. It's always rewarding to see how GoodData empowers our users. At GoodData, we're committed to continuously enhancing and customizing our offerings to better meet our customers' business needs. Your feedback on customization is invaluable to us. Please feel free to reach out to me directly at natalia.nansitova@gooddata.com with any suggestions or additional insights. Thank you! ### 10. Excellent UI, tough to administer **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** Excellent UI for end users, very modern. Some of the AI/forecasting features they have coming are promising. **What do you dislike about GoodData.AI?** It wasn't very intuitive to administer from a security perspective. **What problems is GoodData.AI solving and how is that benefiting you?** Excellent embedded solution with modern UI. Easy for end users to interact with data and get insights they need. **Official Response from Greta Brauer:** > Thanks for the positive feedback about the UI and forward looking features. From a challenges perspective, I'm assuming you are referring to authentication administration. Maybe you've already seen this or are past it now, but I'm linking some documentation here that could help. I also encourage you to join our slack channel so our CS team can help if you haven't already! They are very hands-on and quick to respond. Thanks, Greta https://www.gooddata.com/docs/cloud/security-and-compliance/secure-your-deployment/ ### 11. Great Product for Groups with Many Users **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2023 **What do you like best about GoodData.AI?** GoodData is very easy to get set up. It was also very cost effective for a large group of users that didn't need a lot of access. **What do you dislike about GoodData.AI?** The biggest problem we have had with GoodData is lack of a mobile app. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is helping our company quickly share data among our many users. ### 12. A Solid Embedded Analytics Solution **Rating:** 4.0/5.0 stars **Reviewed by:** Dylan C. | Chief Technology Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2023 **What do you like best about GoodData.AI?** The team is quick to support and is flexible. There's complexity in this kind of solution so it's great to have their support. **What do you dislike about GoodData.AI?** Some parts of the product require customization that could be point and click. **What problems is GoodData.AI solving and how is that benefiting you?** Providing our customers with insight into how their users use our product (B-B-C) ### 13. GoodData gets the job done **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 13, 2023 **What do you like best about GoodData.AI?** I like GoodData's Life Cycle Management service. It makes synchronization easy and rollout for no customers easy. **What do you dislike about GoodData.AI?** The UI looks a little dated compared to Tableau or Power BI **What problems is GoodData.AI solving and how is that benefiting you?** It is good at showing the KPIs and mapping areas that have issues. **Official Response from Adela Sykorova:** > Thank you for sharing your feedback on GoodData! We appreciate your positive comments about our Life Cycle Management for synchronizing from the master workspace. We're continuously working to enhance our UI. ### 14. Sharing business performance made easy **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2023 **What do you like best about GoodData.AI?** The best part of GoodData is the reliability in allowing our users access to performance dashboards so everyone can stay informed no matter where they are and how easy it is for users to use the classic dashboard interface if we design it properly. **What do you dislike about GoodData.AI?** There are quite limited visualisations available in standard GoodData reports and the detachment between the Analyze and Classic dashboards is quite frustrating sometimes **What problems is GoodData.AI solving and how is that benefiting you?** Understanding of the performance of our business across every team in the business and where improvements can be made ### 15. Enables quick rollout of reporting solutions **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Enterprise (> 1000 emp.) **Reviewed Date:** September 15, 2023 **What do you like best about GoodData.AI?** GoodData supported the rapid launch of your commercialized B2B data products. We were able to quickly provide secure reporting access to a large number of clients as well as to quickly iterate and adapt our reporting based on partner feedback. **What do you dislike about GoodData.AI?** When we began using GoodData several years ago the ability to make engaging charts was limited, however this has been addressed through there more recent releases in the past years. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData to provide data access to the B2B partners we work with. We used the system as both a UI and datawarehouse. We were able to create engaging, meaningful reports for partners that represent a wide spectrum in terms of familarity working with data. **Official Response from Adela Sykorova:** > Thank you for sharing your feedback on GoodData! It's wonderful to hear that our platform provides secure reporting access to your B2B partners and generates meaningful reports. We appreciate your insights and are continually working on improving charts in the platform. ### 16. Great platform. Great pricing model. Very scalable **Rating:** 4.0/5.0 stars **Reviewed by:** David K. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 03, 2023 **What do you like best about GoodData.AI?** I have reviewed several data platforms and GoodData is the easiest to use and the most scalable for my business needs. I really enjoy the unique and user-friendly coding for data analysis and chart generation. I like the ability to manage users with invites and to track their usage of my dashboards. The pricing model is perfect for my needs and very scalable. **What do you dislike about GoodData.AI?** I wish there was a little more internal support on automating data uploads. I know Good Data has a robust user guide and community to lean on. I would appreciate the internal support, even at an increased cost, to help me link my data sources to Good Data. In fairness, I have not explored this issue deeply and will revise this review once I have done so. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is bringing transparency to my business. I am leveraging data in a new way for my business and GoodData makes that possible. There is a unique value in my business for supplying data where none existed previously. So there will be an increase in my business from using GoodData. **Official Response from Tomas Kratochvil:** > Thank you for your review, David! Please let us know if you need any help regarding the data uploads. ### 17. Personal Touch **Rating:** 4.5/5.0 stars **Reviewed by:** Ross T. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** February 01, 2023 **What do you like best about GoodData.AI?** There are many BI solutions on the market. As we looked and evaluated a broad range, what stood out most was the personal touch and interactions with the team at Good Data. They were very happy to help us understand how the platform works, if it was a good fit for our use case and guide us through the process of the evaluation. Once we selected GoodData the personal service levels continued. Helping us get setup and running quickly and integrated with our data sources. It has been a smooth process and our product team are looking at how we can collate all our siloed data into easy to view and access dashboards. **What do you dislike about GoodData.AI?** That we did not partner sooner! It would have made our leadership meetings much more effective, as we have spent years wasting time getting clear data reporting. **What problems is GoodData.AI solving and how is that benefiting you?** It is improving speed and visibility through the consolidation of our key data from multiple sources across the business. Driving faster decision-making and reducing the wasted time by the team in generating accurate data reporting. **Official Response from Tomas Kratochvil:** > Thank you for a great review, Ross! We really appreciate that! ### 18. Gooddata **Rating:** 5.0/5.0 stars **Reviewed by:** Pathan b. | Assistant Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2023 **What do you like best about GoodData.AI?** It helps for reports generation and dashboard reports for design making for the business. And helpful for large and medium size organizations **What do you dislike about GoodData.AI?** It should be like more friends should be cheaper than the other softwares..I feel bit costly **What problems is GoodData.AI solving and how is that benefiting you?** Quick decisions ...analytical tool.good graphical presentation **Official Response from Adela Sykorova:** > Thank you for your valuable feedback on GoodData, Pathan! We appreciate your positive comments about the reports generation and dashboards. ### 19. Self Service Analytics Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2023 **What do you like best about GoodData.AI?** GoodData Support is excellent. GD ETL process - simple and can get complicated. Use of workspaces - LCM rollout provides updates to workspaces. Ability to use mashup - has advtgs and disadvtgs Ease of creating dashboards/ reports **What do you dislike about GoodData.AI?** CI/CD pipeline - GD platform only allows for one team to work at a time. Ability to merge LDM is cumbersome LDM does now allow for outer joins **What problems is GoodData.AI solving and how is that benefiting you?** Creating custom dashboards/ reports for users Embedded analytics and self service analytics ### 20. Good not great **Rating:** 4.0/5.0 stars **Reviewed by:** Jason D. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 17, 2023 **What do you like best about GoodData.AI?** I like the functionality and graphical options. **What do you dislike about GoodData.AI?** I could have used more hands on support and api help. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData solves the problem of how we visualize our data without bring a development team in house. ### 21. Gooddata review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Mid-Market (51-1000 emp.) **Reviewed Date:** October 14, 2022 **What do you like best about GoodData.AI?** Very competent and skilled people at GoodData Flexible and speedy responses User-friendly platform with a lot of possibilities Good ideas for customization and willingness to develop **What do you dislike about GoodData.AI?** We can not be 100% independent (self-service) It is not possible to keep the settings of the filters. They will reset every time you move to another dashboard. Not possible to have both YoY and PoP simultaneously for benchmarking. **What problems is GoodData.AI solving and how is that benefiting you?** To provide a better understanding of our customer base and help vendors to grow their business **Official Response from Tomas Kratochvil:** > Thank you for the great review and detailed product feedback. We have shared it with the product team. ### 22. Quick to have visualization like power bi **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** May 03, 2022 **What do you like best about GoodData.AI?** quickly to hook up data from multiple sources **What do you dislike about GoodData.AI?** json query is not supported, hopefull can release soon **What problems is GoodData.AI solving and how is that benefiting you?** I want to use it for headless bi to fully custimized ### 23. Features packed analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** it has multi analytics dashboard to view data inreal time **What do you dislike about GoodData.AI?** there should be free trial without card. **What problems is GoodData.AI solving and how is that benefiting you?** measuring data from multiple sources to see in a single dashboard ### 24. True self service BI **Rating:** 4.5/5.0 stars **Reviewed by:** Ran L. | Director of BI, Mid-Market (51-1000 emp.) **Reviewed Date:** August 01, 2023 **What do you like best about GoodData.AI?** - Simple UI makes it easy for non technical users to build their reports / dashboards - Going above and beyong to address your needs - Great performance **What do you dislike about GoodData.AI?** - Usage of Vertica as the DWH can be costly for high volumes of data - Loading data / Deployment to a large number of workspaces can be time consuming **What problems is GoodData.AI solving and how is that benefiting you?** A simple drag and drop UI enables non technical users to build their reports. No other tool does that to the same level **Official Response from Lauri Hanninen:** > Thank you for the fantastic review, Ran! We take great pride in offering a platform that embodies simplicity, ease of use, and top-notch performance. It's truly exciting to hear that you share the same sentiments and find these qualities accurately describing GoodData! ### 25. good platform **Rating:** 4.0/5.0 stars **Reviewed by:** Max J. | Executive Director, Enterprise (> 1000 emp.) **Reviewed Date:** May 26, 2023 **What do you like best about GoodData.AI?** It has a good interface for creating dashboards and graphs. data is easier to handle I can create reports more quickly with the data obtained the ease of design allows you to create much more attractive and interesting dashboards **What do you dislike about GoodData.AI?** there is no tutorial where I guide and specify the tools with their use correctly and this delays the learning process **What problems is GoodData.AI solving and how is that benefiting you?** The presentation designs of each of the reports made were improved and the workflow was minimized. **Official Response from Lauri Hanninen:** > Thank you, Max, for your feedback and review! We're happy to hear that you value our user interface! We know that tutorials are important for easy learning, and we're sorry if they were missing. You can find helpful tutorials on our university website, which I recommend checking out. They should provide you with valuable resources. If you have any more questions or need assistance, feel free to reach out to us anytime. ### 26. Good platform for embedded analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 17, 2023 **What do you like best about GoodData.AI?** The flexibility of the embedded analytics is a game changer for us and our customers (due to it's ease of use). The support is also phenomenal. Updates are also released in a good timeline. **What do you dislike about GoodData.AI?** The AI features is still in its infancy and could be improved. **What problems is GoodData.AI solving and how is that benefiting you?** Helping our customers visualise our product usage in a quick and easy way to understand. ### 27. Great and easy to use BI tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 26, 2021 **What do you like best about GoodData.AI?** Ease of use. Allows to get results pretty fast. One of the few that offer a truly embedded analytics which is critical for our use case. GoodData is super friendly to early stage startups. Unlike any other they share their pricing and allow you to try it out and only then expand. **What do you dislike about GoodData.AI?** MAQL - it's not always easy to understand what to expect. **What problems is GoodData.AI solving and how is that benefiting you?** Building a nice BI dashboard that can also be embedded in my solution with low effort and great results. Their workspace concept allows to deliver different dashboard to each customer and let them fine tune it. **Official Response from Lauri Hanninen:** > Thank you for the fantastic review! We're delighted to hear that you find GoodData easy to use and that our flexible embedding options have been beneficial for your needs. If you ever need any assistance with MAQL, please don't hesitate to reach out to our helpful community on Slack. We're more than happy to provide guidance and support. ### 28. The Future of BI **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2022 **What do you like best about GoodData.AI?** I found the platform extremely easy to use and navigate. The options for No code and custom code are also very useful! **What do you dislike about GoodData.AI?** For a non-technical user, accessing via docker can be a challenge. **What problems is GoodData.AI solving and how is that benefiting you?** Connecting several data sources to a standard metrics layer for use with multiple BI tools. ### 29. Maximizing the Potential of Data Analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Carli C. | Account Service Intern, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2023 **What do you like best about GoodData.AI?** The first thing I would like to highlight about GoodData is that it is a very secure, out-of-the-box business analytics platform; it has positively impacted my organization and allowed us to have a comprehensive end-to-end solution for collecting, storing and analyzing large volumes of data. It has an intuitive user interface and a wide variety of analysis tools, including graphs, pivot tables and customizable dashboards that make it valuable and practical for making data-driven decisions. Another of the many features I would highlight about GoodData is its ability to handle large amounts of data in real time; it has a highly scalable analysis engine and can process large data payments in a few seconds. **What do you dislike about GoodData.AI?** The first obstacle that some companies may find in GoodData is that it requires a robust technical infrastructure to ensure its optimal operation; on the other hand, it is worth noting that its price is high because it provides a wide variety of corners and advanced analysis tools. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has brought multiple benefits to the organization, starting with the convenient and efficient way in which it allows us to do data collection, storage and analysis; the time savings it provides when processing large amounts of data and the fact that it will enable us to obtain valuable information practically in real time; by allowing us to integrate data from different sources so quickly, we have been able to combine internal data with external data to obtain a complete overview of our business; another benefit is that it allows us to create reports and visualizations in a straightforward and fast way, which will enable us to obtain valuable information in short periods. **Official Response from Lauri Hanninen:** > Thank you for taking the time to share your positive experience with us, Carli! We're glad to hear that you find our platform valuable for making data-driven decisions. ### 30. GoodData is the best choice for data management and visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Marc O. | Account Executive, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** February 07, 2023 **What do you like best about GoodData.AI?** The GoodData platform has dramatically supported our organization since it has robust internal data analysis and visualization. It has everything in one place, i.e., data warehousing, data source managers, and multiple data sources. So the tools that GoodData has are of utmost importance when programming any campaign or strategy that any organization wants to carry out through their websites. If you manage to centralize in this way all your databases in the same platform, you will have much more solid and efficient reports when you want to increase the company's productivity. **What do you dislike about GoodData.AI?** Basically and notoriously, the cost of its license is quite difficult to digest since they are highly rigid when offering its services in the market, they do not have more straightforward and more economical packages that provide a small or medium company that is starting in the market to scale to be able to count in its entirety with the total cost of the license. **What problems is GoodData.AI solving and how is that benefiting you?** There are many benefits that the GoodData platform has brought to the entire organization, starting with the significant improvement in internal team communication; we can share documents and valuable information quickly and directly. Greater effectiveness in the campaigns and strategies we decided to carry out on our websites. A considerable increase in the company's productivity. **Official Response from Tomas Kratochvil:** > Thank you for your review, Marc! We really appreciate your feedback. ### 31. Great BI tool, Gooddata easy to use but lacks some common data sources other provider have natively. **Rating:** 4.0/5.0 stars **Reviewed by:** Anthony A. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** November 20, 2022 **What do you like best about GoodData.AI?** GoodData is a great BI tool that is easy to use. However, it lacks some common data sources other providers have natively. Despite this shortcoming, GoodData is still a valuable tool for business intelligence and data analysis. It provides users with a wealth of features and capabilities that make it a powerful asset for any organization. It has a great UI as well and lots of options for making compelling visualizations. The modeling system is also really cool but I don't fully understand it yet. **What do you dislike about GoodData.AI?** The downside is that it doesn't include some of the native sources that other BI tools have, and the pricing storage model is not 100% clear. However, overall, GoodData is an excellent tool that I would highly recommend. **What problems is GoodData.AI solving and how is that benefiting you?** Analyzing large media campaigns for our clients and finding insights to optimize spending and ROAS by leveraging other first-party data and blending reporting. We also are looking to use it for client reporting eventually. **Official Response from Tomas Kratochvil:** > Hi Anthony, thank you for your feedback! We appreciate that. ### 32. Great product, great team **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 08, 2023 **What do you like best about GoodData.AI?** GoodData team and product have been amazing find for us. The team is very responsive. The sales process was long but the sales team hung in with our involved process. The product itself has been very intutive for us to implement and easy to work with. **What do you dislike about GoodData.AI?** The implementaiton process could be a bit more agile. **What problems is GoodData.AI solving and how is that benefiting you?** Embedded Business intelligence. **Official Response from Lauri Hanninen:** > Thank you for sharing your feedback on GoodData! We're delighted to hear that you find our platform intuitive to implement and user-friendly. ### 33. Strong visualization and analysis platform with nice free tier **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel L. | President and COO, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** November 16, 2022 **What do you like best about GoodData.AI?** With a project / showcase for a small company, I appreciate the free tier that provides a bit of analysis capability from CSV/Amazon S3 bucket. It helps me to grow into the product further. I like the schema layout and visualization selections more than Looker, which I've used more extensively. **What do you dislike about GoodData.AI?** I found the loading of the template to be relatively intuitive, but when loading a CSV file to determine the schema, it did not use the embedded data in the visualization. So, I had to upload the same file again?!? Also, I would say the visualizations are not as intuitive to set up as Looker, and my test with a pie chart seemed a bit off-base in the recommendations. I wish there were a way to share a public URL that wouldn't require another person to sign up as a GoodData user. Minor annoyance: I was about to lose access after some inactivity. **What problems is GoodData.AI solving and how is that benefiting you?** It provides visualization/drill down and has a free tier that is a good fit for providing visuals/overview for demonstrating the value of our decision analysis toolkit. I'm keen to use it in a case study and/or POC once I have the data arranged. **Official Response from Tomas Kratochvil:** > Hi Daniel, thank you for your valuable feedback and review! Would you like to discuss your experience with visualizations with our team? ### 34. Couldn't have done it without GoodData **Rating:** 5.0/5.0 stars **Reviewed by:** Matt R. | Director of Operations, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2022 **What do you like best about GoodData.AI?** GoodData has beautifully laid out dashboards. The platform is second to none when it comes to embedded analytics. The charts are top-notch, and the accuracy is superb. They have the capability to tie into multiple data sources, data warehouses, databases, and data source managers. You can have the platform as a managed or self-hosted service and integrate quickly with your existing components via API's, SDK's, or standard interfaces and expand it with your growing needs. **What do you dislike about GoodData.AI?** Limited choices in plans. You can only choose either a professional plan starting at $12,000 a year or a custom enterprise plan that scales, but is pricey. It would be nice to have a cheaper and smaller plan for individuals or small companies. I would love for the ability to import data from google analytics as well. **What problems is GoodData.AI solving and how is that benefiting you?** Delivering real-time insights at any scale. They can tie into multiple databases and sources and it helps save time, when larger datasets are used or you need to track multiple metrics. **Official Response from Tomas Kratochvil:** > Hi Matt, Thank you for your great review. We appreciate that! API-first architecture, scalability, reliable single source of metrics, being cloud agnostic and the ability to customize the platform to meet customer needs are our differentiators, so we are glad to hear you find it helpful in your organization. After the deprecation of UA API for Google Analytics, the recommendation is to integrate with Google BigQuery, which is also supported by GoodData natively. Tomas ### 35. It's good but it doesn't allow much customization easily **Rating:** 3.5/5.0 stars **Reviewed by:** Martin A. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 30, 2023 **What do you like best about GoodData.AI?** It's in the cloud, so it can be accessed easily from anywhere. **What do you dislike about GoodData.AI?** It's not easy to customize and create very iterative layouts. It is not possible to create a click rule, as is possible in power bi and tableau, **What problems is GoodData.AI solving and how is that benefiting you?** BI, data analysis. performance analysis **Official Response from Lauri Hanninen:** > Thank you for your review, Martin! We appreciate your feedback about GoodData. We completely understand how important it is for you to be able to customize things the way you want. Right now, we offer React SDK and Dashboard plugins to create your own unique front-ends and custom dashboards. And we're actively working on adding more customization options, so you can customize your experience even more easily. If you have any other thoughts or questions, please feel free to get in touch with us. We're here to help you out! ### 36. GoodData works great for our requirements **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2023 **What do you like best about GoodData.AI?** Self service dashboards. Great user experience. Customized analytics can be built and deployed very easily, Emailable reports **What do you dislike about GoodData.AI?** Some service interuptions. Panther has deprecated the pixel perfect features with no migration path. **What problems is GoodData.AI solving and how is that benefiting you?** White label analytics solution for our cutomers. Internal sales analytics **Official Response from Lauri Hanninen:** > Thank you for your valuable feedback! We appreciate your positive comments about our self-service dashboards, user experience, and customized analytics. We're continually working to enhance our services and address any concerns, including minimizing service interruptions and exploring new features. ### 37. Powerful but can be complicated **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** August 02, 2023 **What do you like best about GoodData.AI?** It is quite easy to get started. There is a lot of easy metrics fast to get and process, i love the data integration console power, all those automations are on top. **What do you dislike about GoodData.AI?** The documentation can be a bit tough to get. We are having some issues from time to time about how to do a specific thing. The community slack is helpful. **What problems is GoodData.AI solving and how is that benefiting you?** We currently need a lot of metrics and custom dashboards for some clients and that helps us in this way. **Official Response from Lauri Hanninen:** > Thank you for your valuable feedback on GoodData. We appreciate your positive comments about the platform's ease of use and powerful features. We are also actively improving our documentation. Stay tuned for the updated documentation to enhance your experience with GoodData. ### 38. Great resource for data intelligence **Rating:** 5.0/5.0 stars **Reviewed by:** Ryan N. | Chief Executive Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2022 **What do you like best about GoodData.AI?** Overall we are satisfied with GoodData. But it does take some time to understand the platform works to get the best results. A bit of a learning curve for most of our team. I would definitely recommend having at least one person in the company/team that would be spent most of their time on GoodData. **What do you dislike about GoodData.AI?** Depending on your business and the data model you're trying to achieve, not all things are possible to do in the way you think. The support and success team is great to work with though. Slight issues with embedding - but they recently updated their UI, so maybe the issues that we experienced are now fixed. **What problems is GoodData.AI solving and how is that benefiting you?** Single source of truth with our data insights team. We are now making strategic decisions that show the real probability of moving the needle. **Official Response from Tomas Kratochvil:** > Hi Ryan, Thank you for your great review! Would you be open to discussing your experience with embedding? Thank you! ### 39. GoodData in Education **Rating:** 3.0/5.0 stars **Reviewed by:** Daniel B. | Director of Secondary Education, Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2022 **What do you like best about GoodData.AI?** GoodData is a robust, easy to use BI platform. We evaluated it in comparison to others and found it to be well-rounded and concise in its presentation. The interfaces are attractive and the UX is decent. **What do you dislike about GoodData.AI?** Our organization (K-12 education) evaluated GoodData alongside other BI solutions. We ended up going with another option as GoodData seemed to be more business and financially focused; the other platform had more education users and better documentation for our purposes. There was not anything wrong with GoodData, it just wasn't the best fit for us. **What problems is GoodData.AI solving and how is that benefiting you?** We are working on using predictive analytics to aid in decision making for our schools. Unfortunately, GoodData was not the best tool for us but it does seem like it would be a good solution for other use cases. ### 40. Best data analytics out there. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** November 13, 2023 **What do you like best about GoodData.AI?** I used the analytics in the past and they were clean and understandable **What do you dislike about GoodData.AI?** I haven't found anything to dislike yet! **What problems is GoodData.AI solving and how is that benefiting you?** Country/people distribution **Official Response from Adela Sykorova:** > Thank you for the fantastic review! We are thrilled to hear that you find GoodData analytics understandable. ### 41. Excellent system for database creation and development of low-code analysis applications **Rating:** 4.5/5.0 stars **Reviewed by:** Elizabeth N. | Account Executive, Mid-Market (51-1000 emp.) **Reviewed Date:** December 08, 2022 **What do you like best about GoodData.AI?** Complete documentation is available for databases that are constantly being created. Support is high quality, with no delays or lack of attention. It is fast and integrates with any operating system and many external programs. GoodData has been extremely helpful in visualizing my department's data. The software adheres to the direct management of the data management competency. **What do you dislike about GoodData.AI?** Scripting with a sequential environment does not run with the precision available or sometimes is not in the proper layout. **What problems is GoodData.AI solving and how is that benefiting you?** It is our data docking center, and we have good projection and market research based on GoodData analysis system. Based on the information, we created a long arm. It has helped our accounting and cost estimation department. It is straightforward to customize and has a successful toolbar that allows us to create the best statistical data for companies with a lot of quantifiable movement. **Official Response from Tomas Kratochvil:** > Thank you for your review, Elizabeth! ### 42. Reviewing GoodData Platform and Its integrations **Rating:** 3.5/5.0 stars **Reviewed by:** Pushkar W. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2022 **What do you like best about GoodData.AI?** GoodData is really a good platform for BI application, giving us an opportunity to produce customize dashboards with the help of the GoodData UI. When I talk about customization it is not only w.r.t UI, but also its abilty to do integrations with other tools or platforms such as google maps, external Natural Language generation tools for generating pug templates, Its ability to use python libraries for GoodData.CN **What do you dislike about GoodData.AI?** But there are few cons which I have seen as compared to other BI tools such as PowerBI, Tableu i.e.., The loading time for charts to display is very high, There are many Bussineses which requires to display more than 60k+ records which GoodData cannot handle, In future If GoodData can bring Auto generated smart narratives and Q&A engine as present in PowerBI and Tableu then I don't think GoodData can be stopped from being an unicorn in the BI domain in data science world. **What problems is GoodData.AI solving and how is that benefiting you?** It is economical for organizations, who do not want to invest more on expensive BI applications **Official Response from Tomas Kratochvil:** > Hi Pushkar, thank you for your great review and valuable feedback. Our customers can deliver custom features as part of the Dashboard via our dashboard plugins. Please let us know if you want to discuss possible integrations. ### 43. excellent tool **Rating:** 4.5/5.0 stars **Reviewed by:** Pedro G. | Gerente de projetos, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2022 **What do you like best about GoodData.AI?** Amazing tool for data analysis and data integration. Its customizable platform is capable of meeting the tastes of those who use it and, if it is a company that provides a service, it is capable of delivering data in an accessible and visually pleasing way. We managed to integrate internal and external data opening up many possibilities. **What do you dislike about GoodData.AI?** Like any platform that offers a lot of variety and a high level of customization, we always come across the condition of knowledge about the platform and its construction components, so those who don't know a lot of SQL and database, for example, can find serious difficulties in handling the application. **What problems is GoodData.AI solving and how is that benefiting you?** In our company we do not use good data as the main program. We prefer another platform because of our customers and the company's paths. But in our case its use would be fundamental to our service. We work with performance and the tool would be essential to analyze and show our results about the projects. **Official Response from Tomas Kratochvil:** > Hi Pedro, thank you for your review! ### 44. Goodata Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Miguel C. | Consultor de soluciones de TI, Small-Business (50 or fewer emp.) **Reviewed Date:** April 25, 2023 **What do you like best about GoodData.AI?** Easy implementation and good user experience. **What do you dislike about GoodData.AI?** It still does not have a version and support in Spanish **What problems is GoodData.AI solving and how is that benefiting you?** It helped me observe trends and insight into my business. **Official Response from Lauri Hanninen:** > Thanks for your positive review, Miguel! We're glad to hear that you found GoodData easy to implement and use. By default, GoodData displays the user interface in English. However, we do offer the option for users to enable a different display language, such as Spanish, for your organization, workspace, or individual users. Dashboards and Analytical Designer will then appear in the language that you select. ### 45. Very satisfied Good Data partner **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2023 **What do you like best about GoodData.AI?** Very helpful colleagues and easy to use interface **What do you dislike about GoodData.AI?** Some functionalities are lacking such as all filters resetting each time you switch dashboards **What problems is GoodData.AI solving and how is that benefiting you?** GoodData provides a good interface to continue to develop and satisfy our customers in business development without too many resources on our side **Official Response from Lauri Hanninen:** > Thank you for your positive feedback! We're glad to hear that you find our colleagues helpful and enjoy our user-friendly interface. We appreciate your insights and are continuously working to improve our platform, including addressing functionality concerns like the dashboard filters. ### 46. Good , east to use **Rating:** 4.5/5.0 stars **Reviewed by:** Hrishi h. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 27, 2023 **What do you like best about GoodData.AI?** Easy to use, and connection, wide range of graphs **What do you dislike about GoodData.AI?** Difficulty in reading documentation for integrating, like react and aws also API application **What problems is GoodData.AI solving and how is that benefiting you?** Solved data visualization problem **Official Response from Lauri Hanninen:** > Thank you for your review, Hrishi! We are delighted to hear that you find GoodData easy to use. In terms of the documentation, we acknowledge that there is room for improvement. Our team is actively working on updating the documentation and refining the information architecture to address this issue. We hope that once the update is live, you will find it easier to locate the information you need. ### 47. Amazing product - Highly Recommend! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Small-Business (50 or fewer emp.) **Reviewed Date:** July 25, 2022 **What do you like best about GoodData.AI?** The best thing about GoodData is the number of ways you can embed the different parts of the application. It provides excellent flexibility with features like SSO, iFrames, and React components. Their sales process was also amazing - straightforward, quick, and their representatives were all super nice. When I found a minor bug during implementation, they were very responsive when I brought it to their attention and fixed it fairly quickly. **What do you dislike about GoodData.AI?** The one issue I ran into was setting up SSO. The platform's documentation is generally excellent, but some of the SSO documentation is a bit vague and difficult to follow. All in all, this was a minor issue. **What problems is GoodData.AI solving and how is that benefiting you?** We're using it to provide self-service analytics to more people in our company. We're still rolling it out, but we expect it'll take care of a lot of the report requests to our dev team. **Official Response from Tomas Kratochvil:** > Thank you for your great and honest review! We are happy to hear about your experience. Also, we have shared your feedback with our documentation team. ### 48. Great for creating reports and sharing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospitality | Small-Business (50 or fewer emp.) **Reviewed Date:** August 16, 2021 **What do you like best about GoodData.AI?** The dashboard is great but getting the executive time to use it is another issue. That's why we love the export as PDF feature that makes professional-looking PDFs that they are always glad to see. **What do you dislike about GoodData.AI?** When importing a CSV, you need to import the whole database each time rather than being able to add to an existing database so as what is possible on DataStudio. **Recommendations to others considering GoodData.AI:** This is a great platform that isn't intimidating and looks great. This is especially good for novice users but has great customization for those that need it as well. **What problems is GoodData.AI solving and how is that benefiting you?** We left DataStudio as they weren't able to calculate running averages live in the report at the time. We have liked the simplicity of creating those extra metrics. **Official Response from Tomas Kratochvil:** > Hi, thank you for your great review. We appreciate that! ### 49. VERY USERFRIEDLY **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammed y. | Data analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2022 **What do you like best about GoodData.AI?** EASY TO UNDERSTAND, EASY TO DEMONSTRATE TO CLIENTS AND ITS HIGHLY GREAT FEATURES. I AM PLANNING TO CONTINUE WITH GOOD DATA. **What do you dislike about GoodData.AI?** What I dislike is that once I create a data model and update the dashboard then if clients ask for any changes I need the create the data model again which is quite annoying. **What problems is GoodData.AI solving and how is that benefiting you?** Good data is helping in business solutions of clients for various domains like accounting, claims, loss run, and product insights, due to which my client's business has increased by 12% as compared to the previous year. **Official Response from Tomas Kratochvil:** > Dear Mohammed, Thank you for your review and kind words. We have shared your feedback about the data modeler with the product team. Best regards, Tomas ### 50. Unleashing the Power of Data Analytics with GoodData **Rating:** 4.5/5.0 stars **Reviewed by:** Mauro P. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2023 **What do you like best about GoodData.AI?** GoodData is known for its user-friendly interface and strong data visualization capabilities, making it an ideal solution for organizations that need to turn raw data into insights. **What do you dislike about GoodData.AI?** GoodData focuses mainly on data visualization and reporting, and might not provide the level of data exploration and manipulation needed for more advanced data analysis. **What problems is GoodData.AI solving and how is that benefiting you?** Improved decision-making: GoodData provides a clear and concise view of the data, allowing small organizations to quickly identify trends and make informed decisions based on the data. **Official Response from Tomas Kratochvil:** > Thank you for your review, Mauro! We really appreciate that. For advanced data analysis, our multidimensional query language provides strong capabilities in advanced analytical use cases while balancing the power and time to develop the query. Besides that, we also have a gooddata-pandas library to integrate GoodData with the python pandas library. Feel free to contact our team, if you want to learn more. ## GoodData.AI Discussions - [What is the future of that platform?](https://www.g2.com/discussions/34286-what-is-the-future-of-that-platform) - 1 comment, 1 upvote - [What is the best way to show the Community Post list and the topic inside a Community Post? How can you identify community post creator?](https://www.g2.com/discussions/30752-what-is-the-best-way-to-show-the-community-post-list-and-the-topic-inside-a-community-post-how-can-you-identify-community-post-creator) - 1 comment, 1 upvote - [How can I better train my team in using good data?](https://www.g2.com/discussions/30717-how-can-i-better-train-my-team-in-using-good-data) - 1 comment, 1 upvote - [send e-mails for users](https://www.g2.com/discussions/13774-send-e-mails-for-users) - 2 comments, 1 upvote - [are you looking at integrations and user friendly automated reports?](https://www.g2.com/discussions/27532-are-you-looking-at-integrations-and-user-friendly-automated-reports) - 1 comment - [View GoodData.AI pricing details and edition comparison](https://www.g2.com/products/gooddata-ai/reviews?page=6§ion=pricing&secure%5Bexpires_at%5D=2026-07-17+01%3A06%3A54+-0500&secure%5Bsession_id%5D=586f4e41-fccd-448b-919d-9f52ebfb791c&secure%5Btoken%5D=7e7fbe1a1f7f8030422d7ab1714bf077f0ae43fa1f3f80cdb9c66aa54d384c4a&format=llm_user) ## GoodData.AI Integrations - 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[Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [Zendesk Contact Center](https://www.g2.com/products/zendesk-contact-center/reviews) - [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) ## GoodData.AI Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors - Data Governance **Deployment & Integration - Semantic Layer Tools** - Multi-Environment & Multi-Cloud Support - Open API & SDK Integration **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Statistical Tool** - Scripting - Data Mining - Algorithms **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Data Connectivity & Federation - Semantic Layer Tools** - Cross-Source Query Federation - Dynamic Schema & Metadata Adaptation **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Data Analysis** - Analysis - Data Interaction **Generative AI** - AI Text Generation - AI Text Summarization **Data Modeling & Metrics - Semantic Layer Tools** - Derived & Calculated Metrics - Time Intelligence Functions **Interaction and Workflow - Agentic Analytics** - Natural Language Query and Conversational Analytics - Action Triggering & Workflow Orchestration - Explainability & Audit Trails **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Performance Optimization - Semantic Layer Tools** - Query Caching & Acceleration - Adaptive Query Optimization **AI Agent Management - Agentic Analytics** - Agent Configuration & Goals - Continuous Learning & Feedback **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Generative AI** - AI Text Generation - AI Text Summarization **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Intelligence - Semantic Layer Tools** - Natural Language Query Interface - Semantic Layer for AI/ML Models - Recommendation Engine **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Enablement - Semantic Layer Tools** - Agentic Query Orchestration - Contextual Reasoning Layer - Workflow Automation via Semantic Agents **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top GoodData.AI Alternatives - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,664 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,019 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (845 reviews)