--- title: GoodData.AI Reviews meta_title: 'GoodData.AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 624 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: 624 scale: '5' date_modified: '2026-07-04' 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:** 624 ## 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 value the **ease of use** of GoodData.AI, facilitating quick report creation and seamless integration with data systems. (51 reviews) - Users value the **clean and customizable dashboards** of GoodData.AI, facilitating clear data presentation for all users. (34 reviews) - Users appreciate the **seamless integrations** of GoodData.AI, enabling quick deployment and effective data analysis. (33 reviews) - Users find GoodData.AI to be **easy and intuitive** , enabling quick familiarity and seamless data visualization creation. (29 reviews) - Users value the **easy integrations** of GoodData.AI, enabling swift data connection and streamlined analysis processes. (27 reviews) - User Interface (27 reviews) - Users value the **customization options** of GoodData.AI, enabling tailored solutions for diverse business needs and insights. (26 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 quick adaptations to business needs challenging. (27 reviews) - Users express frustration over **missing features** , especially in documentation and graphical reporting capabilities compared to competitors. (19 reviews) - Users find the **learning difficulty** of GoodData.AI challenging, particularly with database connections and data model complexities. (18 reviews) - Users find the **complexity** of GoodData.AI challenging, especially during initial setup and data modeling tasks. (12 reviews) - Users find the **limited customization options** of GoodData.AI frustrating, impacting their ability to tailor reports effectively. (12 reviews) - Slow Performance (11 reviews) - Complex Usage (9 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. My GoodData Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Marián . | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2024 **What do you like best about GoodData.AI?** What I value the most about GoodData is its user friendly interface. Once the client gets the hang of the workflow it is quite easy for them to start using it themselves and they do not feel discouraged by overly technical look of the tool. Number of features that is continously increasing is also a plus and I think its also important to mention that I had only good experience with customer support when we needed to deal with any implementation issues. **What do you dislike about GoodData.AI?** I think the things that I dislike about GoodData are mostly related to a GoodData.CN specifically. Compared to other GD versions it is a bit harder to implement and integrate in clients tech stack plus I had no easy way of finding user usage to be able to provide the frequency of use information to the client. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata is solving issue with hard to read data mainly for business users, and it is helping me by providing a clear and understandable structure by which the data can be presented to clients. **Official Response from Natalia Nanistova:** > Thank you for sharing how you and your customers are benefiting from GoodData. Regarding GoodData.CN (Cloud Native), this specific implementation does require Kubernetes skills if you chose to self-install it locally. CN does generate a set of logs and events, but if you are installing it in a client environment, I can understand why that'd be difficult to access. If you want to brainstorm work arounds - I'd recommend reaching out to your CSM, or you're welcome to contact: greta.brauer@gooddata.com. Thanks again for the feedback. ### 2. Simple, Consistent, Fast **Rating:** 4.0/5.0 stars **Reviewed by:** Filip C. | Senior Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 27, 2024 **What do you like best about GoodData.AI?** Gooddata allows for easy use of their front-end and the API. It's also quite easy to integrate it to our own platform as a white-label product via iframes. The workspace & user data filters, as well as user groups make it very useful for filtering data/dashboards before it even reaches users, which makes it safer. The data model is easy to build if you adhere to best practices. Their technical support via slack is usually very fast (replies within 5-10 minutes) and almost always resolves the problem within 1-2 hours for easy problems and 48 hours for more complicated cases. **What do you dislike about GoodData.AI?** There are still some basic things missing: 1. Creating custom charts is very convoluted 2. Sorting is not globally consistent. For example, you can't sort a pivot table by its total sum - which is a big problem for us personally 3. You can't hide fields that are in the data model. We've denormalized our data (so filters wouldn't crash and would pull values from the smaller, mapping tables) and this created a lot of useless (for users) link keys. There is no way to get rid of these keys. 4. You can't use OR filters - everything has to be either an AND filter or made via custom expressions. 5. You can't calcualte min/max dates. For example MIN date of a sale or something cannot be done. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata handles all of our analytics. Since we have very many fields of data, creating static analytics would take us way too long. Gooddata allows customers to explore everything themselves, and since customers track their metrics in different ways, this allows them to play with the data instead of constantly asking us to provide that data to them. ### 3. Excellent platform with analysis functions and a good user-friendly administrator **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin I. | Product Manage, Small-Business (50 or fewer emp.) **Reviewed Date:** August 27, 2024 **What do you like best about GoodData.AI?** The first thing I liked is that the user interface is highly customizable with color paletters and theme creation, and on the other hand, I love being able to integrate this tool with third parties and upload files. Also, its control panel is interactive and excellent for analysis. I also liked that it is easy to understand how it works and that it offers a good way to manage the business and see all the metrics in a single dashboard. **What do you dislike about GoodData.AI?** In my opinion, this solution is excellent and the price is low. And so far I have not had any problems. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData offers excellent data management and analysis functions, which is very beneficial for us. In addition, the integrated business functions fit our needs well and the service is in the cloud. So far, everything is on track. **Official Response from Natalia Nanistova:** > Hi Kevin! :) Thanks for sharing your thoughts! It’s great to hear that GoodData’s features and pricing are working well for you. For the latest features and updates, be sure to check our release notes. If there’s anything specific you’d like to see improved or any new features you’d find helpful, just let us know. We’re always here to help! ### 4. GoodData: Leading Cloud-Based Data Analytics Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Pryor R. | Senior System Administrator, Small-Business (50 or fewer emp.) **Reviewed Date:** August 26, 2024 **What do you like best about GoodData.AI?** I like this tool because it is easy to integrate with other platforms. I like that it is very easy to use, I found it much easier to navigate and add data to this dashboard than on other similar platforms. In addition, it performs calculations in memory and performs pre-and post-processing transformations for data. **What do you dislike about GoodData.AI?** GoodData connects to a variety of databases that you can use for internal or embedded analytics. I really don't dislike anything about this platform. It has worked perfectly and fits our needs. **What problems is GoodData.AI solving and how is that benefiting you?** In our case, since we started using GoodData, we have had better performance, thanks to its dashboard builder that includes a drag and drop feature, it has improved our data caching, thanks to this platform it is faster and we do not have to invest additional money in external data werehouses. **Official Response from Natalia Nanistova:** > Hi Pryor :) Thank you for your review! It’s great to know everything is running smoothly for you. If you have any specific questions or need assistance with anything, or if you have suggestions for future improvements, please feel free to reach out. ### 5. Easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** Luis Carlos M. | Data Scientist Engineer Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2024 **What do you like best about GoodData.AI?** The software is very intuitive; one can create charts and dashboards without wasting much time. The logical data model helps to understand the relationships between tables. Finally, GoodData is investing in AI features that a company would benefit from. Customer support acts quickly, offering different solutions to issues. **What do you dislike about GoodData.AI?** There is not much documentation regarding advanced topics, and the number of visualizations remains limited compared with other tools. **What problems is GoodData.AI solving and how is that benefiting you?** Our clients and users want to see reliable data and insightful dashboards. **Official Response from Natalia Nanistova:** > Thank you for sharing your thoughts, Luis! We’re happy that you find GoodData intuitive and valuable. Regarding documentation, could you share which advanced topics you’d like us to cover? Your input is incredibly helpful as we work to expand and enhance our resources. We truly appreciate your feedback and look forward to helping you get even more out of GoodData. ### 6. Great platform for data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Ryder C. | Applications Administrator, Small-Business (50 or fewer emp.) **Reviewed Date:** August 22, 2024 **What do you like best about GoodData.AI?** I like that it has a great approach to data modeling with data source definition and metrics. I also love that we can track changes in the workflow with detailed graphs and charts looking at each product in detail. I also love that it allows us to track changes in the workflow. **What do you dislike about GoodData.AI?** In my experience, the overall usability of the GoodData platform is excellent and very easy to use. I really don't have any suggestions to make or anything negative to say about this platform. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps us integrate our multiple data source, both internal and external, into powerful visualizations and dashboards that help us drive key business decisions. Additionally, the data modeling approach used at GoodData simplifies the overal process of preparing important data sets for us. **Official Response from Natalia Nanistova:** > Hi Ryder :) Thank you so much for your positive review! We're thrilled to hear that you're finding GoodData's approach to data modeling and visualization so beneficial for your work. It's great to know that the platform is helping you integrate multiple data sources and create powerful dashboards to drive key business decisions. If you ever have any feedback or ideas on how we can make GoodData even better, please don't hesitate to reach out. Thanks again for your support! ### 7. Excellent tool with good management capabilities and flexibility in implementation **Rating:** 5.0/5.0 stars **Reviewed by:** Pierre D. | Senior Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** August 29, 2024 **What do you like best about GoodData.AI?** What I like most about GoodData may vary, but what impacts for me the most is the extraction of customer information into our system and being able to analyze the data through the elaboration of the information, in addition to its management capabilities and compatibility with databases. Finally, I really liked the flexible visualization and graphing of customer data. **What do you dislike about GoodData.AI?** GoodData is well and good and is used and benefits us, so I dont find something that is negative for us. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is used both as an analysis tool and as a customer data extraction tool, which enhances all our work and creates a well-organized space. It is also flexible and we have been able to achieve our objectives thanks to its good capabilities. **Official Response from Natalia Nanistova:** > Hi Pierre, Thank you for your review! We're glad to hear that GoodData's features are benefiting your work. It’s great to know you haven’t encountered any issues. If you have any additional feedback or suggestions, we’d love to hear them! ### 8. The best reporting tools available on the market today **Rating:** 5.0/5.0 stars **Reviewed by:** Sabeur C. | Consultant BI, Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2024 **What do you like best about GoodData.AI?** GoodData is a customizable Al-accelerated business intelligence platform. I like it because it can connect to a wide variety of databases. It also allows us to create dashboards and add metrics and key performance indicators. I also like its integration features, it is one of the strongest points of this tool. **What do you dislike about GoodData.AI?** GoodData has been integrated into our organization for quite some time and has successfully met all of our project needs. I have nothing negative to say about this platform. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData gives us the agility and ease of building dashboards intuitively, allowing us to analyze our data in greater depth. Thanks to this platform we currently manage a handful of data models and can perform analysis on many of our clients' platforms. **Official Response from Natalia Nanistova:** > Hi Sabeur, Thank you for your positive feedback! It’s great to hear that GoodData has been a valuable tool for your organization, especially with its integration features and ability to create customized dashboards. If you ever have any questions or need further assistance, please don’t hesitate to reach out. We’re here to ensure you continue getting the most out of GoodData, and we’re always open to hearing any suggestions you might have! ### 9. Excellent mechanisms for relating data **Rating:** 5.0/5.0 stars **Reviewed by:** Alicia C. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 27, 2024 **What do you like best about GoodData.AI?** I like it because it allows us to identify areas where we can improve data entry and helps us develop strategic goals. I also like that dashboards can be created intuitively and minimal training is needed for teams to start exploring the pre-built views. **What do you dislike about GoodData.AI?** In our experience, GoodData has been very well suited to providing more advanced analysis of our data. It has allowed us to push the boundaries between what we want and what we need. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData was implemented to store all of our data from the various silos we currently have, it has allowed us to provide a universal source of truth for all of our employees, and it also allows them to easily analyze our data themselves. **Official Response from Natalia Nanistova:** > Hi Alicia :) Thanks for the great feedback! I’m really glad to hear that GoodData is working well for you. For the newest updates and features, be sure to check out our release notes. If you ever have any questions or need help with anything, just let me know! ### 10. We improved business insights with unified analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Mahmoud S. | Senior Marketing Manager, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** September 08, 2024 **What do you like best about GoodData.AI?** As for what I like about GoodData, there is a wide range of possibilities to create extensive as well as unique dashboards. This feature has been very beneficial for getting comprehensive information about our business outcomes. It integrates well with our CRM and ERP systems and our data has been made more centralized in one system. This has perhaps enhanced the efficiency of timely provision of accurate information in decision making. **What do you dislike about GoodData.AI?** One major disadvantage of GoodData is that its main strength, multiple features, are difficult to master. It took quite some time before our team was ready to function at optimum efficiency, thus causing initial lag. Also, with numerous tools and features, navigation across the system might be challenging, and locating certain instruments may seem bit of a struggle. These have led to some time consumption in regard to our reporting and analysis since we had to spend some more time to catch up. **What problems is GoodData.AI solving and how is that benefiting you?** In a way, GoodData has provided us with a perfect solution for the problem of working with multiple data sources by consolidating all our analytics in one system. This has improved our ability to track and quantify important factors that matters to the company. I have also been able to find versatility in the reporting and integration of this software, thus getting real information helps in enhancing the operations’ decision and performance. **Official Response from Natalia Nanistova:** > Thank you for your feedback. We’re happy to hear that GoodData has helped centralize your data and improve decision-making efficiency. We understand that with a powerful platform comes a learning curve, and we’re pleased that your team has been able to leverage the range of features to gain valuable insights. If you’d be open to sharing more detailed feedback on any specific navigation or feature challenges, we’d love to hear from you. Please feel free to reach out to me directly at natalia.nanistova@gooddata.com. ### 11. Enhancing data analysis is super simple with these advanced features **Rating:** 3.5/5.0 stars **Reviewed by:** Valentin P. | Business Intelligence Analyst, Renewables & Environment, Small-Business (50 or fewer emp.) **Reviewed Date:** September 01, 2024 **What do you like best about GoodData.AI?** My favorite feature of GoodData is the analytics function and the customizable dashboard according to the business requirements. Working with the software, we are able to construct reports and graphs based on our needs, which in turn, helps with decision making. I specially like the tight integration with all kind of datasources like CRM, ERP systems etc., which makes my analytical job very easy and I have all the informations in front of me that I really need. **What do you dislike about GoodData.AI?** A disadvantage of GoodData is that it is not very user friendly, more specifically, it can be very confusing for new users. Some of the functions are quite complex which makes it time consuming to grasp them and employ them properly. Also, it has a user interface which is easy to navigate but when used with large data sets, the system slows down when generating reports. Sometimes they have limited our ability to quickly churn out and analyze reports as needed. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is a reliable solution for complicated tasks of data analysis as it contains all the tools necessary to create professional oriented reports. This has greatly helped to enhance the data intelligence and therefore enhance decision making. The connectivity to other databases ensures that we have all the required information within the software, hence facilitating the effectiveness and efficiency of the analyses and reports that we make, for the overall improvement of the decision-making process. **Official Response from Natalia Nanistova:** > Thank you for your feedback! It’s great to hear that GoodData’s analytics and integrations are helping with your decision-making process. We understand that the platform can be complex for new users, and we’re always working to make it more intuitive. If you have any more thoughts or want to discuss further, feel free to reach out to me at natalia.nanistova@gooddata.com. ### 12. Streamlining data access and reporting is finally real! **Rating:** 4.0/5.0 stars **Reviewed by:** Cristina S. | Senior Data Scientist, Civic & Social Organization, Small-Business (50 or fewer emp.) **Reviewed Date:** August 29, 2024 **What do you like best about GoodData.AI?** I guess the ability of GoodData to simplify data analysis is what I like most about it. The interesting and well designed dashboards enable me to quickly understand significant figures and changes. My reliance on GoodData is to provide me with a consolidated view from our CRM and the marketing tools we use in business. Features like customizable reports and drill down functionality help me make swift decisions and thus, boost our strategic approach significantly. **What do you dislike about GoodData.AI?** One major disadvantage of GoodData is that the on boarding and configuration can be somewhat problematic. It is best done after mastering data modeling, which, if done for the first time, takes time and may be a little inconveniencing. This has from time to time limited our usage of the full potential of the platform since we are forced to wait for the models to converge. Also the performance of the new users is initially low, and this sometimes draws onboarding time and getting the whole team proficient with the tool. **What problems is GoodData.AI solving and how is that benefiting you?** The problem of data silos is solved by providing a unified application in the form of GoodData that collects data from different sources. This has helped in improving our decision making processes, as it provides prompt information that leads to the formulation of strategies. It has also improved communication within our team since every team member can have direct access to the data. Thanks to GoodData, our company removes many hours dedicated to data analysis and improves the management of crucial information. **Official Response from Natalia Nanistova:** > Thank you for your feedback! We’re thrilled to hear that GoodData’s dashboards and reporting features are helping streamline your data analysis and support quicker decision-making. It’s great to know that consolidating data from different sources has improved your team’s communication and strategy. We appreciate your insights on the onboarding process. We're always working to make it as seamless as possible, and we’re glad to hear that the value of the platform is evident as you continue to explore its full potential. If you’d like to discuss anything further or share more thoughts, feel free to reach out to me at natalia.nanistova@gooddata.com. ### 13. Creating custom reports and dashboards has never been easier **Rating:** 4.0/5.0 stars **Reviewed by:** Zhera S. | Business Intelligence Manager, Machinery, Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2024 **What do you like best about GoodData.AI?** Among all the features I like most about GoodData is the feature of designing and developing reports and dashboards. It enables us to look at data in different perspectives by which we can discover things that were not easy to note. The greater freedom when designing the metrics to fit the organization has improved the utility of the decision making process significantly. It has also proved easy to integrate with our current CRM system which has enabled us to pull real time data for analysis within the shortest time possible. **What do you dislike about GoodData.AI?** Conversely, one downside of GoodData is that the implementation process is time consuming during the first stages. Some of the product’s features were not immediately clear on how to implement it which meant that it took us considerable time to come up with useful and viable reports. Furthermore, there are numerous sophisticated options that allow for further customization, and some of them were unfamiliar to the team. These have sometimes compromised our reporting system and also led to a number of decisions being made slowly. **What problems is GoodData.AI solving and how is that benefiting you?** Thanks to the GoodData tool, this issue has been resolved and we are now able to collect material from different departments and, in addition, make consolidated and comprehensive conclusions. Prior to GoodData we would lose some key trend insights due to data silos and, as such, resulted in less efficient strategies. Now, it is also possible to develop more extensive reports that provide presentations of our business results, which significantly improves our strategic planning and unites subordinated teams. **Official Response from Natalia Nanistova:** > Hi Zhera, thank you for sharing your experience with GoodData! :) We understand that the initial implementation can be time-consuming, and we appreciate your feedback. To help with the onboarding process, we have extensive documentation, webinars, and blog articles that cover everything from getting started to advanced customization. If you ever need more specific guidance, feel free to reach out—we’re always here to help. Providing you with the best onboarding experience is our top priority, so if you have any suggestions or specific needs, I’d love to hear them. We also regularly update our platform based on user feedback, so don’t hesitate to share your thoughts. Your success with GoodData is important to us, and we're committed to ensuring that you get the most out of the platform. ### 14. High-quality dashboards with multiple visualizations from different data sources **Rating:** 5.0/5.0 stars **Reviewed by:** Khaoula B. | Database Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 23, 2024 **What do you like best about GoodData.AI?** I like the ability to customize every aspect, it allows us to not only create various reports and charts. It works great for small scale reporting needs. I love the flexibility of the user interface, very nice looking dashboard. **What do you dislike about GoodData.AI?** The existing mapping tool is quite limited, there are some limitations to what can be designed. Some of the integrations could be significantly improved. Data exploration is not always straightforward. **What problems is GoodData.AI solving and how is that benefiting you?** It's a great tool to help clients optimize the data generated. It has a great balance of out-of-the-box features. It allows us to take information from multiple external monitoring tools. The ability to connect to multiple data sources is amazing. **Official Response from Natalia Nanistova:** > Hi Khaoula! :) Thank you for sharing your thoughts. I’m glad to hear that you appreciate the customization and flexibility GoodData offers, especially for small-scale reporting and dashboard design. Regarding your concerns about integrations and data exploration, GoodData is designed with developers in mind, offering the ability to customize and extend integrations as needed. If your team has specific requirements, our platform allows for those adjustments to ensure it fits your needs perfectly. For data exploration, we have the Analytical Designer, which is specifically built to streamline and enhance the exploration process. Our goal is to provide a platform that not only supports multitenant solutions but also empowers users with robust tools for data analysis. If you have any specific use cases or need further assistance with customization, we’re here to help. Your feedback is invaluable as we continue to improve and evolve our platform. ### 15. Clear, concise charts and graphs for our reporting dashboard **Rating:** 4.5/5.0 stars **Reviewed by:** Mallory A. | Product Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 05, 2024 **What do you like best about GoodData.AI?** I love the clean look to the charts that the GoodData folks helped us implement. I also love how simple the process was during implementation and we were fortunate to have great support and developers guiding us a long. The customer support has also been very swift, which is very much appreciated! **What do you dislike about GoodData.AI?** Although the implementation was an easy process, some of the more technical parts were more complex than our typicaly workload normally looks like. If I didn't have the assistance of the GoodData development team working with our in house developers, it would have been quite hard to grasp, but thankfully we were able to work together to roll the reporting out to our clients. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps our clients see data at a glance the social impact their companies are doing which benefits us greatly as we strive to help our clients with their employee engagement models. **Official Response from Natalia Nanistova:** > Hi Mallory, thank you for sharing your experience with GoodData! If you ever need further technical assistance or insights, I encourage you to join our Slack community where you can connect with our team and other users. :) Natalia ### 16. Goods data is powerful platform **Rating:** 5.0/5.0 stars **Reviewed by:** Giri P. | Fullstack Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 04, 2023 **What do you like best about GoodData.AI?** I like the metrics and charts section. It helps me in creating dashboards. The metrics provided are simple and not too complicated compared to other competitors; in my opinion, this goods data is high-speed to understand, especially coupled with a high-speed response support section **What do you dislike about GoodData.AI?** The metrics section is straightforward, but the documentation, to be honest, is rather challenging to find. But that can be helped with the support, which is an excellent and fast response. And I hope that for the chart section, there will be added variations, such as the speedometer chart **What problems is GoodData.AI solving and how is that benefiting you?** Goodsdata is very helpful in managing data and making visuals with charts. Goodsdata is very fast in processing data and really helps me. Then, apart from processing the data, goods data also helps me make various charts for my clients to display, making it easier for me to make presentations. Thank you very much goods data **Official Response from Tomas Kratochvil:** > Thank you for your review, Giri! We really appreciate that. ### 17. GoodData enables decision making based on data and artificial intelligence **Rating:** 5.0/5.0 stars **Reviewed by:** Dean F. | Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** July 04, 2024 **What do you like best about GoodData.AI?** It's a simple tool with great analytics features, perfect for integration with our proprietary suite. I like it because it allows users to explore data autonomously and create interactive dashboards and graphs with artificial intelligence. **What do you dislike about GoodData.AI?** I actually like everything about GoodData, I found it much easier to navigate and much easier to add data to our dashboard, compared to other similar tools I've tried. I am very satisfied with the performance of the software and with the growth that the organization has had thanks to it. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has some of the best and most phenomenal reporting tools available on the market today. In our case, it has brought us a lot of prosperity in the business world thanks to its ability to handle large amounts of data and its analytical capabilities. **Official Response from Natalia Nanistova:** > Thank you, Dean, for your wonderful review! We appreciate your positive feedback on the ease of navigation and data addition, as well as the significant growth your organization has experienced. :) We're committed to continuously delivering the best reporting tools and support to ensure your ongoing success.If you have any further feedback or questions, please feel free to reach out to me at natalia.nanistova@gooddata.com. ### 18. Flexible and Easy to Use **Rating:** 4.0/5.0 stars **Reviewed by:** Alan F. | VP Marketing & Customer Success, Mid-Market (51-1000 emp.) **Reviewed Date:** May 24, 2024 **What do you like best about GoodData.AI?** The UX for building dashboards is very nice. It's relatively easy to learn and quick to build, which makes it nice for embedding into SaaS products and giving end users the ability to create their own dashboards. They make it easy to build charts, add filters and configurations, manipulate legends and more, all while keeping a general structure to the dashboard . The pricing also makes a lot of sense for an embedded dashboard product. **What do you dislike about GoodData.AI?** The data modeling has been a bit challenging at times, but I believe some of that is due to how we implemented it. It has nice visualizations of the data, allowing quick mapping of fields. I wish there were more options for creating calculations and metrics on the fly. The metrics are created in the admin console, which can take more time when you're trying to do simple data exploration. **What problems is GoodData.AI solving and how is that benefiting you?** They help us quickly visualize the data in our saas platform and present it back to our customers. They also allow our customers to create their own custom dashboards so they can visualize their data however they want. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Alan! If you'd like to dive deeper into using the product to its maximum potential, you can find comprehensive courses in our GoodData University or join our community Slack channel. Regarding data modeling, we have plenty of tips in our detailed documentation. We're here to help you deliver maximum value. :) - Natalia ### 19. Wide variety of elements to easily link to visualizations **Rating:** 5.0/5.0 stars **Reviewed by:** Lautaro C. | Senior Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 03, 2024 **What do you like best about GoodData.AI?** The speed of the app is impressive and I love that! Also, the software is easy to learn and the support team is very knowledgeable and always available. I also like the seamless communication with the product manager and support. **What do you dislike about GoodData.AI?** I don't think there's anything I don't like about it. Everything we use it for right now is amazing. And sometimes there's difficulty in applying a consistent format to the graphics. **What problems is GoodData.AI solving and how is that benefiting you?** Presenters and formular tables are very powerful and useful concepts. And the best thing is that most things can be done through an easy-to-understand graphical user interface. **Official Response from Natalia Nanistova:** > Thank you for your feedback! We're thrilled to hear that GoodData’s speed, ease of use, and our support team have been a great experience for you. It’s fantastic that you’re finding the platform intuitive and efficient. We also appreciate your thoughts on the formatting, and we’re always looking to improve. If you’d like to share any more insights or discuss anything further, feel free to reach out to me at natalia.nanistova@gooddata.com! ### 20. A good software with an excellent learning curve **Rating:** 5.0/5.0 stars **Reviewed by:** Jessica C. | Operation Quality analysist and trainer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 04, 2024 **What do you like best about GoodData.AI?** I like how easy it is to use and the centrelization of data. It is also a good BI software with features to aggreagate data in real time, create groups of data source connections, and I loved that it is highly integrable with other data sources and the learning curve is good. **What do you dislike about GoodData.AI?** Minor issues, especially with spreadsheet integration. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData solves a lot of problems with data and analytics. We can do a lof of things, share data securely, get actionable information, it provides visualization services, and its easy to use and helps us a lot. **Official Response from Natalia Nanistova:** > Thanks for sharing your thoughts! It’s great to hear that you’re enjoying GoodData’s ease of use, real-time data aggregation, and seamless integrations. We’re happy it’s helping you with secure data sharing and actionable insights. If you’d like to share more detailed feedback or discuss anything further, feel free to reach out to me at natalia.nanistova@gooddata.com! ### 21. GoodData excellent business intelligence tool **Rating:** 4.5/5.0 stars **Reviewed by:** Elisa L. | Data Analytics Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 03, 2024 **What do you like best about GoodData.AI?** I like visualization that are impressive and can be customized to suit specific needs. I also like that it creates colorful informes and that you can transform any type of data as needed. **What do you dislike about GoodData.AI?** The learning curve can be improved a bit is my only problem. **What problems is GoodData.AI solving and how is that benefiting you?** It has been a great help because it offers a nice, clean and organized place with good visualizations and it does a good jbo as Excel and we create calculated and conditional columns and it is easy to use and learn, tohse are the good benefits of GoodData. **Official Response from Natalia Nanistova:** > Thank you for your feedback! It’s great to hear that you’re enjoying the visualizations and the flexibility in transforming your data. We’re glad GoodData is helping you create clear, organized reports with ease. We appreciate your comment about the learning curve and will keep that in mind as we continue to improve the platform. If you ever want to chat more or share additional thoughts, feel free to reach out to me at natalia.nanistova@gooddata.com! ### 22. Great platform **Rating:** 4.0/5.0 stars **Reviewed by:** Chad B. | People Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 06, 2024 **What do you like best about GoodData.AI?** The system produces clear reports and charts for us to be able to share with the wider business. This is driven by our data from our HRIS and other intergrated systems. **What do you dislike about GoodData.AI?** The implementation was a process that took some time, partly due to the skill set internally but also the understanding of the make up of our data from Good Data side. The technical parts were more complex and explanations were to point us to the online resources. Alot of this work is more than what we would normally be doing. Aside from this we used the support (we piad for) to help combat this. **What problems is GoodData.AI solving and how is that benefiting you?** Allows us to visually show the data, auto report information to stakeholders and create metrics that were not possible before without complex workarounds. **Official Response from Natalia Nanistova:** > Thank you for sharing your insights! We're thrilled to hear that GoodData enables you to create clear and impactful reports and charts for your business stakeholders. Regarding the implementation process, we understand the importance of providing robust support to ensure a smooth transition. We're committed to enhancing our onboarding experience by introducing in-product tours and detailed instructional videos. These resources will be available alongside our existing documentation on the website and YouTube library, providing comprehensive support to our users. Your feedback is invaluable as we strive to improve our platform and services. If you have any further suggestions or feedback, please don't hesitate to reach out to me directly at natalia.nanistova@gooddata.com. Thank you for your contribution to the ongoing improvement of GoodData! :) ### 23. Perfect tool with distributed reporting and analysis features **Rating:** 5.0/5.0 stars **Reviewed by:** Luciana F. | Data analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** July 02, 2024 **What do you like best about GoodData.AI?** I like that it has integrated and distribuited analysis functions, that it is easy to use to generate reports, and that it offers a wide variety of functions that, without knowledge or support, can be easily used. Finally, I loved taking a look at the data and its flexiblity is excellent. **What do you dislike about GoodData.AI?** It is a good product, but it would be excellent to be able to find the functions more quickly. **What problems is GoodData.AI solving and how is that benefiting you?** It is used for analysis and business intelligenece and its reporting capabilities allow us to meet our business needs and help us in different aspects, mainly to make decisions and to make everything run smoothly and efficiently, optimizing our projects and giving the best results. **Official Response from Natalia Nanistova:** > Thank you for sharing your experience with GoodData and giving us a 5-star review! :) At GoodData, we're committed to enhancing your experience. I invite you to join our Slack community, where you can discover tips and tricks to maximize your use of GoodData, stay updated on all feature releases and enhancements, and share your valuable feedback on improving function discoverability. We're dedicated to refining our platform's usability to ensure a seamless experience for all users. ### 24. Graphical Representation of data **Rating:** 5.0/5.0 stars **Reviewed by:** Krishna D. | Senior Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** May 17, 2023 **What do you like best about GoodData.AI?** Would like to describe Good data as a graphical representation of data which has the best use of analytics. It also has the ability yo filter the data that we need and check individual performances. **What do you dislike about GoodData.AI?** It takes a lot of time to update the data. For example If I make a change in the database regarding a record it will reflect after 3 to 4 days which is time taking and difficult to meet user expectations at that time. **What problems is GoodData.AI solving and how is that benefiting you?** It will give a graphical representation of data which helps in analyzing and also keeping track of all the numbers that we key Iin while adding users on a daily basis. This helps in better communication **Official Response from Lauri Hanninen:** > Thank you for your review of GoodData, Krishna! We are happy to hear that you find our platform's graphical data and analytics valuable. GoodData connects directly to the data source, without moving or copying data, so changes to the database should be reflected immediately on the dashboards. If you'd like to discuss your issues with the data update time with us, I'd be more than happy to do so! ### 25. Tool with good functions for business intelligence and easy-to-use dashboard **Rating:** 5.0/5.0 stars **Reviewed by:** David D. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2024 **What do you like best about GoodData.AI?** I like visualization and data processing, also its flexibility is good and it is a good reference for any data analysis tool, it is the future of visualization and data processing. **What do you dislike about GoodData.AI?** We have been using this tool fro a long time and it has been great. **What problems is GoodData.AI solving and how is that benefiting you?** This integrated business intelligence and anlytics platform tool is excellent and has been a great help in automating reports and creating easy to understand charts and everything is working well so far. **Official Response from Natalia Nanistova:** > Thank you for your feedback, David. We’re pleased to hear that GoodData continues to meet your business intelligence and reporting needs. We appreciate your long-term trust in the platform and look forward to supporting your continued success. :) ### 26. User friendly tool **Rating:** 4.0/5.0 stars **Reviewed by:** Francis M. | Team Lead, Analytics & Data Products Management, Mid-Market (51-1000 emp.) **Reviewed Date:** May 24, 2024 **What do you like best about GoodData.AI?** I really appreciate how GoodData is user-friendly, offering nice visualizations that are easy to understand, all while being cloud-based for effortless maintenance. **What do you dislike about GoodData.AI?** While GoodData is useful, it has some drawbacks: its functionalities are limited, particularly with maps and SQL, the documentation on their website can be difficult to understand, and the Data Loading Mechanism (DLM) is not user-friendly, making it quite hectic compared to the more intuitive LDM building in Tableau or PowerBI. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has been instrumental in solving several key challenges for us. It allows us to build comprehensive KPIs and perform deep-dive analysis with ease. The platform's automation of dashboards and alerts ensures we stay updated in real-time, and the self-service data feature empowers our team to independently access and analyze data, significantly enhancing our efficiency and decision-making processes. **Official Response from Natalia Nanistova:** > Thank you for sharing your feedback! We're glad you find GoodData user-friendly. Your insights about limitations and complexities are important. We're committed to improving our platform and documentation to better meet your needs. If you have further suggestions or specific areas you'd like us to focus on, please feel free to reach out to me personally at natalia.nanistova@gooddata.com. We value your input and look forward to hearing more from you. Natalia ### 27. The visualizations are fantastic and it's easy to implement **Rating:** 5.0/5.0 stars **Reviewed by:** Sophiane D. | Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** July 02, 2024 **What do you like best about GoodData.AI?** It's a huge time saver: I no longer have to wait for the IT department to decipher my requests. And I like that it supports users with its documentation and training resources. Additionally, with this tool we have improved in analyzing the data and generating real reports with less effort but with good results. **What do you dislike about GoodData.AI?** I consider this tool to be a bit expensive, but thanks to this use you can group and predict your output data. In addition, customer service is very proactive to help with any challenge. The only thing I don't like very much is the price. **What problems is GoodData.AI solving and how is that benefiting you?** I use this platform very frequently for data visualization which gives me the best and most standardized way to display data and it is easy to connect with customers and also integrate with supplier system. GoodData is a promising platform for integrating financial services in a growth-oriented manner. **Official Response from Natalia Nanistova:** > Thank you, Sophiane, for your feedback and for highlighting the benefits you've experienced with GoodData. We're thrilled to hear that you find our visualizations fantastic and that our platform has been a significant time saver for you. While GoodData aims to provide substantial value through its capabilities in data visualization and predictive analytics, we are continually evaluating our pricing structure to ensure it aligns with the value delivered. We appreciate your feedback on this matter. :) ### 28. Great product for embedded dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Charles J. | Head of Engineering and Technology, Small-Business (50 or fewer emp.) **Reviewed Date:** September 08, 2024 **What do you like best about GoodData.AI?** GoodData has been excellent for embedding sophisticated dashboards into our product. They provided a very good onboarding and implementation service to help us get up and running, and have provided helpful and responsive support since then. GoodData is very developer-friendly and felt like the right tool given our primary use case of white-labelling. **What do you dislike about GoodData.AI?** The data modelling piece is quite complicated and requires specialist skills to implement correctly. **What problems is GoodData.AI solving and how is that benefiting you?** Providing data visualisations in our SaaS product. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Charles! We're pleased to hear that GoodData has been a great fit for embedding dashboards into your product. We appreciate your recognition of our onboarding and support services. Your input on the data modeling piece is valuable, and we’ll continue to explore ways to improve usability. We look forward to supporting your ongoing success with GoodData. ### 29. Finally we improved data visualization and reporting **Rating:** 4.0/5.0 stars **Reviewed by:** Laura C. | Senior Data Analyst, Civic & Social Organization, Small-Business (50 or fewer emp.) **Reviewed Date:** June 15, 2024 **What do you like best about GoodData.AI?** The strongest features of GoodData, in my opinion, are its data processing and the ability to adjust the interface to the user. These tools help me to understand the information I work with and make efficient strategic decisions based on it. Integration with CRM and ERP systems is very easy, as the data is transferred from application to another without the need to enter it manually enabling us to gain detailed information. This has greatly enhanced efficiency in our operations since it allows for identification of trends and opportunities with ease. **What do you dislike about GoodData.AI?** One major disadvantage of GoodData is a confusing structure of the user interface and that it may take a long time for people to understand it if they are not experienced with this program. This puts the software in a more complex bracket and demands lots of training sessions, which will in one way slow the general adoption process and thus reduce the chances of achieving the full potential of this software. Further, customer support is not well prompt as we need, and so whenever the site encounters some issues it takes some time to be repaired. **What problems is GoodData.AI solving and how is that benefiting you?** There are several challenges facing organisations in terms of data and reporting, which GoodData addresses through its coordination of data analytics and visualisation. This has helped us in especially in cutting down the number of man hours that we used to spend in compiling data. It has also made it easier to come up with real time decision making based on market changes since we can produce the insights within a short time. All in all, GoodData has increased our organizational productivity and help in strategic management. **Official Response from Natalia Nanistova:** > Thank you for your feedback on GoodData. We understand the importance of a user-friendly interface and are actively simplifying it. You can find essential information in our documentation and getting started section. For any detailed questions, please reach out to us directly for assistance. We are also introducing product tours to provide guided assistance and enhance your experience. In terms of support, we adhere to strict SLAs (Service Level Agreements) and offer multiple channels for issue resolution. You can contact us via Slack on our community channel or submit a ticket for direct support. Our team monitors these channels closely to ensure prompt responses. We appreciate that GoodData improves your data processing, decision-making, and operational efficiency. Your insights are invaluable for our ongoing enhancements. Please feel free to contact me directly at natalia.nanistova@gooddata.com with any further feedback or questions. ### 30. Fairly easy to use tool with a good flexible and understandable interface **Rating:** 5.0/5.0 stars **Reviewed by:** Maria G. | Business Intelligence Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** July 04, 2024 **What do you like best about GoodData.AI?** I like GoodData mainly because of its ease of use and easy configuration and because it provides a good visualization of the data and we can track the data and the dashboard is excellent because it shows the necessary information. I also like the interpretation of specific data and the data processing and data entry service. **What do you dislike about GoodData.AI?** The only bad thing is that the guides and tutorials need more information and should be more detailed and intuitive. **What problems is GoodData.AI solving and how is that benefiting you?** The problems solved were in infromation extraction, analysis and data collection, and it has turned out to be a perfect tool because it completely fits our needs. **Official Response from Natalia Nanistova:** > Thank you for your excellent review, Maria! We're delighted to hear that GoodData fulfills your requirements for information extraction, analysis, and data collection. Regarding your feedback on guides and tutorials, I'm pleased to inform you that we will be launching new product tours in Q3 to offer more detailed and intuitive assistance. If you have any additional feedback or questions, please don't hesitate to reach out to me at natalia.nanistova@gooddata.com. Join our Slack community to stay updated on features and connect with other users: [https://www.gooddata.com/slack/]. ### 31. Definitive solution for data and reports **Rating:** 5.0/5.0 stars **Reviewed by:** Carlos M. | Head of Data, Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2024 **What do you like best about GoodData.AI?** I like the visualization and simplicity, and it is also well suited for data collection. I liked that it facilitates queries, store data, generates reports, and it transparent and scalable. Moreover, its functions are easy to use. **What do you dislike about GoodData.AI?** There is nothing bad to say about GoodData because everything is going well. **What problems is GoodData.AI solving and how is that benefiting you?** It solves our problems in our internal reporting, data management and analysis platform, is scalable and makes all the work easier. **Official Response from Natalia Nanistova:** > Thank you so much for your feedback! We're delighted to hear that GoodData has been such a strong fit for your internal reporting and data management needs. It’s great to know that you find the platform both easy to use and scalable. We truly appreciate your trust in GoodData, and we're excited to continue supporting your team's success. ### 32. review of GoodData **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2025 **What do you like best about GoodData.AI?** it's really easy to use once you get a handle on it. There is a lot of info on the dedicated Slack channel and it's easy to get answers from GD over slack. It was relatively simple to integrate it with our system by following documentation **What do you dislike about GoodData.AI?** steep learning curve at the beginning and lack of information on 3rd party forums **What problems is GoodData.AI solving and how is that benefiting you?** quick analytic building for users **Official Response from Natalia Nanistova:** > Thanks for your review! :)) We’re so glad to hear that you found GoodData easy to use after getting the hang of it, and that the Slack channel has been helpful for getting answers quickly. We totally get that the learning curve can be a bit steep at first, but it’s awesome to hear that the integration was smooth! If you ever need anything or have any questions, we’re always here to help. ### 33. Great tool for basic data visualisations **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 06, 2024 **What do you like best about GoodData.AI?** - GoodData is easy to use and offers a good range of visualisation for basic analysis. - It is relatively easy to embed to websites and to set up a multitenant environment. - Maintaining dashboards as a code saves time when we need to perform repetitive tasks, e.g. add a particular filter to multiple dashboards - The ability to set-up a data model helps us to enable self-serve analytics in our organization. - I am also interested in using further customizations of the visualisations using plugins, however we haven't tried it yet. **What do you dislike about GoodData.AI?** - The feature set is quite limited compared to other tools, e.g. Tableau. - Some basic functions, e.g. sorting based on a metric in stacked bar charts is missing. - Some calculations require very complex logic, e.g. display a weekly metric for top 10 dimensions based on another metric. **What problems is GoodData.AI solving and how is that benefiting you?** - We embedded performance analytics dashboards into our website for our customers. This has increased the value of our product and saves us time as customers are able to access their metrics and perform deep-dives in a self-serve manner. - We use GoodData for internal reporting, allowing internal users to access metrics and perform ad-hoc analysis. **Official Response from Natalia Nanistova:** > Thank you for sharing your insights into your experience with GoodData. We're glad to hear that you appreciate our platform's user-friendliness and the various features it offers, especially the time-saving functionalities such as maintaining dashboards as code. We understand your concerns about feature limitations, and we're committed to continuously evolving our platform to better meet the needs of our users. Your feedback is incredibly valuable to us as we work to enhance our feature set and improve the overall user experience. If you have any further suggestions or specific feature requests, please don't hesitate to reach out directly to me at natalia.nanistova@gooddata.com or to our support team at support@gooddata.com. We're here to assist you and ensure that GoodData continues to meet your needs effectively. ### 34. A great tool for embeddable multi-tenant SaaS analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2024 **What do you like best about GoodData.AI?** - a great fit for our multi-tenant analytics needs - gives you much flexibility in building data products and sharing them with customers - they don’t price per user - the entire pre-sales process with self-service POC and several tech consultations with their engineering team were top notch - embedding with React - we managed to integrate GoodData in our stack and go live with a set of customer-facing data products in about 10 weeks (compared to 6 months of hell with the previous vendor) - their customer support is super professional and quick - the tool offers lots of open APIs and SDKs - I feel we found the right partner for our analytics projects in GoodData **What do you dislike about GoodData.AI?** The list of data viz types available out of the box is kind of limited but we found a way to extend it by our custom-built data vizualizations. So not a problem at all. **What problems is GoodData.AI solving and how is that benefiting you?** It gives us much flexibility in building data products and sharing them with us. We managed to integrate GoodData in our stack and go live with a set of customer-facing data products in about 10 weeks. The tool offers us lots of open APIs and SDKs. **Official Response from Natalia Nanistova:** > Thank you for your wonderful review! We’re thrilled to hear that GoodData has been a great fit for your business needs. I will definitely share your feedback with the team! :) We are always looking to improve, and I’d love to get your input on our product. It would be great if we could connect. If you're open to it, please reach out to me personally at natalia.nanistova@gooddata.com. Best, Natalia ### 35. Flexibility and **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Public Relations and Communications | Enterprise (> 1000 emp.) **Reviewed Date:** May 24, 2024 **What do you like best about GoodData.AI?** We did an iframe integration of dashboards to our product and made the design of the dashboards look like part of the native product. The level of flexibility we managed to achieve is great, and our customers love that and utilize every bit of it. Also, we exposed the insights and dashboard creation tools, and our customers use them daily while having different use cases. While basic features are really straightforward and easy to use and learn, there is a bit of a steep learning curve to educate users to use the most complex features. But once they get familiar they become the owner of their data, which was the goal of this integration. Each issue that was raised was promptly resolved by their customer service team. That responsiveness helped moving faster by a lot and our customers having analytics that they can rely on. **What do you dislike about GoodData.AI?** The integration process lasted longer than we anticipated, but in the end, we managed to get there with combined efforts from both our team and the Good Data team. **What problems is GoodData.AI solving and how is that benefiting you?** We didn't want to invest in developing the analytics solution for our suit of products. We wanted to be focused on our core business while keeping analytics issues in the hands of professionals. Good Data provided a lot of out-of-the-box solutions that we managed to utilize and our customers love. **Official Response from Natalia Nanistova:** > Thank you for your detailed review! We're thrilled to hear about your positive experience with our platform and the flexibility it provides. We appreciate your feedback on the learning curve for complex features and are constantly working to improve the user experience. We recommend joining our community Slack channel, accessing detailed documentation, or joining our GoodData University for comprehensive courses, how-tos, and tutorials. - Natalia ### 36. Overall great expierence with Gooddata **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** August 02, 2024 **What do you like best about GoodData.AI?** We have been utilizing GoodData's embedded solution for our procurement platform for almost 4 years, and it has been an outstanding experience. The integration was time-consuming but the solution has proven to be incredibly responsive, handling our in-house and customer data needs efficiently and effectively. One of the best parts of GoodData is their support team. They have been exceptionally responsive, addressing any issues or questions promptly and professionally. I have many occasions where I have used their slack system to ask very complicated questions and have been almost amazed at the ingenuity of the solution they provided. Our customers have also seen great value in the solution. The insights and analytics provided by GoodData have enhanced their procurement processes, enabling better decision-making and operational efficiency. The feedback from our clients has been overwhelmingly positive, highlighting the added value GoodData brings to our platform. Overall, GoodData's embedded solution has exceeded our expectations, providing a really robust and responsive analytics platform backed by exceptional support. The solution is especially suited for multi-tenant SaaS platforms. We highly recommend GoodData to any organization looking to enhance their or their customers data capabilities. **What do you dislike about GoodData.AI?** The onboarding process was quite long and tedious. This wasn't necessarily the fault of GoodData, as integrating complex data solutions often involves intricate setup and customization to meet specific needs. Despite the lengthy process, the support team at GoodData was extremely helpful and responsive, guiding us through each step and ensuring we implemented a successful implementation. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData's embedded solution is solving a critical need by providing our customers with the necessary insights to optimize their procurement departments. **Official Response from Natalia Nanistova:** > Thank you for the thorough feedback! We're thrilled to hear that GoodData’s embedded solution has exceeded your expectations and has been an asset to both your team and your customers. It’s great to know that our support team has been able to provide effective solutions, especially for the complex questions you've raised. We also understand that the onboarding process can be lengthy, especially with complex integrations, but we’re glad our team was able to guide you through it and ensure a successful implementation. If you’d like to discuss anything further or share more insights, feel free to reach out to me at natalia.nanistova@gooddata.com. ### 37. GoodData fantastic tool easy to implement with great features **Rating:** 5.0/5.0 stars **Reviewed by:** Rami B. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 04, 2024 **What do you like best about GoodData.AI?** The user interface is easy to understand, flexible and visually well built. I like the dashboard, data sharing and decision making. Also, the analytics tab looks good and the support team is nice. **What do you dislike about GoodData.AI?** Nothing negative so far at the beginning of the implementation we had problems with the analysis but they were solved. **What problems is GoodData.AI solving and how is that benefiting you?** This platform works very well in analytics, integrated business intelligence and we can get data and create interactive dashboard we manage different amount of data and today it works very well. **Official Response from Natalia Nanistova:** > Thank you for your amazing review! It's great to know our analytics features and support team have met your expectations. While we're glad any initial issues were resolved, we are always here to assist you further. If you have any additional feedback or questions, please don't hesitate to reach out to me at natalia.nanistova@gooddata.com. :) ### 38. Great for whitelabeling **Rating:** 5.0/5.0 stars **Reviewed by:** Taylor W. | Chief Technology Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 15, 2024 **What do you like best about GoodData.AI?** GoodData stands out for its versatility. Its white-labeling feature allows seamless integration within our SaaS platform, enabling us to offer advanced analytics without developing a similar tool in-house. This capability has significantly saved time and enhanced our service offering. What also sets GoodData apart are its developer API and embedding options, including iFrames, React SDK, and Python SDK. These tools allow for flexible integration, matching our application’s look and feel and providing a unified user experience. They have made embedding analytics into our platform efficient and straightforward. During the pre-sales phase, GoodData's support was notable. They provided extended trial accounts and dedicated assistance, helping us set up, test assumptions, and validate the tool's fit for our needs. This approach gave us the confidence in GoodData as a partner in enhancing our analytics capabilities. GoodData's commitment to aligning their solution with our needs before any commitments were made demonstrated their customer-first approach. **What do you dislike about GoodData.AI?** One area that could see improvement is the accessibility of comprehensive support options. It is somewhat disappointing that support and access to a dedicated Customer Success Manager are privileges reserved exclusively for the Enterprise Tier. Given the significant investment required to utilise GoodData at the Profressional Tier, it seems reasonable to expect support features to be more broadly available. Despite this, it's important to note that this restriction has not completely hindered our ability to use GoodData effectively. We have managed to find the information and assistance we needed through the active community and Slack channels provided by GoodData. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData addresses our requirement to provide users of our SaaS platform with an advanced reporting solution. By integrating this BI tool into our platform, its white-label capabilities and comprehensive developer API options, including various embedding features, allow us to deliver advanced analytics seamlessly within our application. This integration eliminates the need to develop a similar tool in-house, thus saving considerable time and resources. **Official Response from Greta Brauer:** > Hi Taylor, Thank you for the kind feedback, including your comments about the dedicated CSM model (feedback is a gift!). I will raise this as a discussion point in our next customer feedback session. I hope it's ok that I follow up directly with you directly on your outstanding support needs - I believe Can K. has your email address. Thanks again! -Greta ### 39. Gooddata enables us to create a product with great value from scratch and allows our product to grow **Rating:** 4.5/5.0 stars **Reviewed by:** Hans C. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 15, 2024 **What do you like best about GoodData.AI?** Their standard product is well thought over and the learning curve is not steep. They have great help in the community and have a well documented help section. It is easy to implement when you keep the model simple. **What do you dislike about GoodData.AI?** The features of the MAQL language are not that easy to understand value vs learning curve, it could be done more intuitively through a visual interface. It is complex to understand whem the data model has M:N relationships, customers are not always getting it. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata helps us with the visualisation of data as we have no front-end developers ready. It removes the need to interprete data selections as they have a model with baked in relationships between tables. It helps us with the software development life cycle, constant updates for several customers at the same time. Their growth licensing scheme removes the need for a highinvestment when the success of your product is yet to be proven. **Official Response from Greta Brauer:** > Hans, thank you for sharing your thoughts and experience with GoodData. Regarding your feedback about MAQL, you may be pleased to know we are also working on a directly SQL interface, currently targeting 2024 Q3. We will share more on the next customer webinar, so stay tuned! Thanks again. ### 40. Reliable tool and support time **Rating:** 5.0/5.0 stars **Reviewed by:** Renan M. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 16, 2024 **What do you like best about GoodData.AI?** In addition to being an intuitive tool for creating reports and dashboards, it is also a super versatile tool, used in our contact centers via flex and in our broker client to count and present more than 50 million SMS per month. GoodData's support is also very effective, keeping us always well informed and on top of the case we are facing. Pavel and his team have been able to handle all our demands, I would like to thank him for all the support he provided **What do you dislike about GoodData.AI?** The lack of Latam professionals is a problem for us **What problems is GoodData.AI solving and how is that benefiting you?** This solution helps us demonstrate, through reports and dashboards, the performance of our agents in the contact center, call quality, call indexing, and agent productivity. In addition to using it for our largest client, we present the dashboards in a fully personalized portal. **Official Response from Greta Brauer:** > Hi Renan - Thank you for your kind words about GoodData and our support team. We understand the challenge of finding professionals in specific regions and are continuously working to expand our network to better serve our global customer base. We appreciate the feedback! ### 41. Independence **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Outsourcing/Offshoring | Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2024 **What do you like best about GoodData.AI?** Freedom to create my reports in the way that best suits my needs. The support team responds super quickly, answers all my questions in an easy-to-understand way and has lots of documentation explaining what I can do so I can analyze my account myself. **What do you dislike about GoodData.AI?** I find it a little difficult to understand the reports related to my GoodData account, but after learning it becomes easy. **What problems is GoodData.AI solving and how is that benefiting you?** Data management, because we work with a lot of daily data, analysis and graphics help a lot. **Official Response from Natalia Nanistova:** > Thank you for your feedback! I’m glad to hear that you’re enjoying the flexibility to create reports that fit your needs and that our support team has been helpful. We strive to make the platform as user-friendly as possible, and it’s great to know the documentation is making a difference. I understand that the reports can be a bit challenging at first, but it’s encouraging to hear that it becomes easier over time. If you ever have any specific questions or need a bit more guidance, just let us know—we’re here to support you! ### 42. Great cost effective BI tool for embedding within applications **Rating:** 4.0/5.0 stars **Reviewed by:** Richard H. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** Being able to rapidly create new reports for clients that look smart, being able to quickly add or remove filters to slice and dice data how we require it. This can be done by staff with minimal experience once the model has been created. Great customer support, they respond very quickly and follow through issues through to resolution. They've also now expanded hosting into Australia which really helps with data sovereignty. **What do you dislike about GoodData.AI?** Not being able to filter by multiple date fields, not being able to show a blank field instead of the text 'no value'. **What problems is GoodData.AI solving and how is that benefiting you?** We have replaced our legacy hard-coded reports with this BI tool. It's taken awhile to get it fully up and running but the team have provided extensive support where needed. We can now rapidly build new reports for clients, much faster than before. **Official Response from Greta Brauer:** > Hi Richard, thank you for the feedback. I wanted to let you know we have rolled out multi-data field support on GoodData Cloud as of the latest release. For example, if you want to filter by Order Date and Ship Date simultaneously, it's now possible. I hope it meets your needs. Thanks again! -Greta ### 43. Excellent platform for AI data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Debora M. | Customer Success Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 19, 2024 **What do you like best about GoodData.AI?** Create analytics dashboard using the assisted AI operation. Easily using the AI chatboard to create new charts. Integrate with Apache Arrow for data integration and migration. Fast support from the customer support team for inquiry. **What do you dislike about GoodData.AI?** Nothing is too major to be mention in here. We are happy and satisfied with the result. **What problems is GoodData.AI solving and how is that benefiting you?** Drag-and-drop analytics report generator saves time and effort. Profit margin analysis in visual insight help to monitor the data easier. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Debora! :) We're glad to hear that our platform has been beneficial for your data analysis needs. We strive to provide intuitive tools that save time and offer insightful analytics, empowering you to monitor data effectively. Your satisfaction is our priority, and we look forward to supporting your continued success with GoodData. ### 44. Good data reporting **Rating:** 4.5/5.0 stars **Reviewed by:** Alicia C. | Director, Client Success & Product, Mid-Market (51-1000 emp.) **Reviewed Date:** June 17, 2024 **What do you like best about GoodData.AI?** I really like working with the team. They really take the time to understand the issues and goals that I have with my reporting and work with me to get there. **What do you dislike about GoodData.AI?** There is nothing currently, I am excited to move to Good Data cloud. **What problems is GoodData.AI solving and how is that benefiting you?** Being able to run reports in closer to real time is super helpful along with being able to aggregate across multiple sites into a single reporting instance. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Alicia :) We're thrilled you appreciate our team's support and look forward to serving you as you transition to GoodData Cloud! ### 45. Simplify complex data and turn it into clear easy data visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Sulaiman K. | IT Assistant, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2024 **What do you like best about GoodData.AI?** Data release management has a feature to create data visualization with customized filters. Tons of integration with data warehouse that support for data transfer in one click. Use the workspace tools to reusing the same model with various client to saves time. Strongest tools by GoodData are with its AI assisted dashboard builder than help us to create product performance insights. **What do you dislike about GoodData.AI?** Need a good understanding users to operate and use the analyzing tools. **What problems is GoodData.AI solving and how is that benefiting you?** Combine together business marketing, sales and customer preferrence into one dashboard to find pruchasing trends and understanding which product and marketing strategy this is working for our business. **Official Response from Natalia Nanistova:** > Thank you for your valuable feedback, Sulaiman! :) We appreciate your recognition of our platform's strengths in data release management and seamless integration with data warehouses. For any further assistance or detailed feedback, please feel free to reach out to us at natalia.nanistova@gooddata.com. We are dedicated to enhancing user guidance and support, ensuring your continued success in leveraging actionable insights across marketing, sales, and customer preferences. Feel free to join our Slack community too! It's a great way to stay updated on new releases, tips, and tricks. (https://www.gooddata.com/slack/) ### 46. How GoodData is helpful to our clients **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** June 07, 2024 **What do you like best about GoodData.AI?** We like the flexibility to change reports and dashboards to meet specific client's needs. **What do you dislike about GoodData.AI?** There are limits to the data model. We process a large amount of data and that sometimes challenges our abiltity to create generic metrics. On-going support is the trade off when creating more specific metrics. The use of different report generation. We will struggle with converting off of the pixel perfect reports. **What problems is GoodData.AI solving and how is that benefiting you?** Ability to present our data analytics in a set of dashboards. These dashboards are used by our clients to run their business. We provide information in reports and charts and are embedded in our platform. We are using iFrames. **Official Response from Natalia Nanistova:** > Thank you for sharing your experience with GoodData. We're happy to hear that you've discovered the versatility of our platform in crafting bespoke reports and dashboards to cater to your clients' unique requirements. Regarding the challenges you've encountered with data model limits and the migration process, we're here to help. Please, reach out to our support team at support@gooddata.com. Our dedicated team will work with you to address your concerns and provide assistance every step of the way. ### 47. Thanks to GoodData, complex data visualization is empowering our team with clear actionable insights **Rating:** 4.0/5.0 stars **Reviewed by:** Lara M. | Client services innovation lead, Health, Wellness and Fitness, Mid-Market (51-1000 emp.) **Reviewed Date:** February 25, 2024 **What do you like best about GoodData.AI?** GoodData impressed as business intelligence consultant with cloud architecture delivering flexibility and scalability. Unique feature allows effortless expanding analytics operations without costly infrastructure. Seamless integrating various data and apps enhances workflows optimizing efficiency. Advanced prediction abilities empower forecasting trends and behaviors ultimately granting competitive edge in strategic planning. **What do you dislike about GoodData.AI?** Making help things like guides with lots of answers and places for users to talk better at GoodData could make using it even better. The website has a lot of options making it great for users. But figuring out what it can do can feel hard especially for new people. Clear steps are important especially for those just starting. Making support info better would let everyone use all the good things GoodData can do. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps make sense of data. Its tools change messy numbers into knowledge to direct choices. GoodData does well showing data visually, creating quick looks at tangled topics. Taking dull and making it delightful to see. These pictures push togetherness in groups by agreeing on joined aims and measures. Encouraging betterment and launching how people work to greater levels. **Official Response from Greta Brauer:** > Thanks for the feedback, Lara and we will certainly consider how to make the support guides and documentation more clear and useful moving forward. ### 48. One of the top performance platform for data visualization and charts **Rating:** 4.5/5.0 stars **Reviewed by:** Felipe A. | CTO, Mid-Market (51-1000 emp.) **Reviewed Date:** July 02, 2024 **What do you like best about GoodData.AI?** Fast and easy to find tools for visual editing, dashboard and to connect with different data warehouse. Our users can now explore and create their own interactive dashboard because the steps and process to create it is easy, especially with the help of AI chat assistant. **What do you dislike about GoodData.AI?** No dislike. GoodData is a good platform that make new data visualization process easy and can customize any data matrics. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData offer simplicity in managing and creating interactive data dashboard that users can modified it based on their needs. **Official Response from Natalia Nanistova:** > Thank you for your excellent review, Felipe! We're thrilled that you consider us one of the top platforms for data visualization and charts. If you have any more feedback or thoughts to share, please feel free to reach out to me personally at natalia.nanistova@gooddata.com. Join our Slack community to stay updated on features and connect with other users: [https://www.gooddata.com/slack/]. ### 49. Improve usage for data management and modern solution **Rating:** 4.5/5.0 stars **Reviewed by:** Rosa H. | Information Technology Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 23, 2024 **What do you like best about GoodData.AI?** Flexibility in data analytic and report that allow more edit and customization with what customer need. Integration with SaaS platform for dashboard custom build. The data visualization is very helpful for users to fully understand data trend and keypoint. **What do you dislike about GoodData.AI?** Some of the features is missing on the admin dashboard. Other than that, every other tools is very helpful. **What problems is GoodData.AI solving and how is that benefiting you?** Solve previous problem to produce report for business operation like marketing and sales. Effective data analysis to know which aspect is performing well with the new marketing strategy. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Rosa! We're glad to hear that our platform's data analytics and reporting capabilities have been effective in meeting your customization needs. Regarding your feedback on the admin dashboard features, we appreciate your input. Our team is dedicated to continuously improving our tools and user experience. If you have specific suggestions or ideas for enhancement, we'd love to hear them. Please share your thoughts with us at natalia.nanistova@gooddata.com. Feel free to join our Slack community! It's a great way to stay updated on new releases, tips, and tricks: https://www.gooddata.com/slack/ ### 50. Great distributed embedded analytics platform **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** GoodData is really strong at distributed analytics. It's straightforward to connect to a relational database and set up a reusable model that can be used across different clients (referred to as workspaces in GoodData). It's also possible to use GoodData in a headless setup - their backend API is very flexible. **What do you dislike about GoodData.AI?** GoodData's React integration when we were integrating was limited to React 17, and we therefore weren't able to use it. Their documentation for their JS libraries can be confusing, but their technical support was able to sort us out. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is great at solving embedded and distributed analytics. Our company has a variety of clients that all need analytics served to them in a similar way but with only their own data. GoodData makes it straightforward to make sure clients are seeing only their data, and allowing us to create a single model for all of them. **Official Response from Greta Brauer:** > Hi there, Thank you for the feedback — we really appreciate it! At GoodData, embedded and distributed (or multi-tenant) analytics is one of our core strengths, so it's great to hear that you're finding value in it. Regarding React support, GoodData currently supports versions >=16.8.0 and <17.0.0. We plan to include support for React 19 in our Q3 roadmap. You can find a full list of supported integrations here: https://sdk.gooddata.com/gooddata-ui/docs/8.5.0/about_gooddataui.html#supported-technologies Thanks again, Greta ## 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=4§ion=pricing&secure%5Bexpires_at%5D=2026-07-06+04%3A32%3A10+-0500&secure%5Bsession_id%5D=d0acde82-9c9c-4da9-b837-b3a8d1790bcd&secure%5Btoken%5D=57a2b36eae3aa5b1dc48d74ffb1cf4f259297d77bad57096897c971afdb8f5dc&format=llm_user) ## GoodData.AI Integrations - 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[Jira](https://www.g2.com/products/jira/reviews) - [Looker](https://www.g2.com/products/looker/reviews) - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews) - [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) - [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 (3,630 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (999 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (829 reviews)