--- title: Kyvos Semantic Layer Reviews meta_title: 'Kyvos Semantic Layer Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 288 reviews by the users' company size, role or industry to find out how Kyvos Semantic Layer works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 288 scale: '5' date_modified: '2026-08-07' parent_category: name: Business Intelligence url: https://www.g2.com/categories/business-intelligence --- # Kyvos Semantic Layer Reviews **Vendor:** Kyvos Insights **Category:** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Average Rating:** 4.8/5.0 **Total Reviews:** 288 ## About Kyvos Semantic Layer Kyvos is a semantic layer for AI and BI. It gives organizations a single, consistent, business-friendly view of their entire data estate. By standardizing how data is defined and understood, Kyvos eliminates metric drift across BI tools and ensures that LLMs and AI agents work with governed business semantics rather than raw tables. Kyvos also delivers lightning-fast analytics at massive scale and high concurrency — including granular multidimensional analysis on the cloud — without the sluggish query times and escalating cloud costs that typically come with it. Why Organizations Use Kyvos Unified Semantic Foundation for AI and BI Kyvos semantic layer standardizes how metrics, KPIs, dimensions, hierarchies, relationships, calculations, and business rules are modelled across the enterprise — so that dashboards, analytics tools, notebooks, and AI systems all operate on the same understanding of the business. Kyvos enables: - Shared semantics — one common data language across every tool, team, and system - Governed access — data exploration within defined security, role, and permission boundaries - Platform interoperability — consistent semantic context across diverse platforms and environments - AI readiness — LLMs and agents work with governed business semantics rather than raw tables or ambiguous schema AI Grounded in Business Context Kyvos grounds AI systems in the governed semantic model, ensuring they operate on established business context rather than raw schemas — improving the accuracy, traceability, and reliability of AI-generated insights. Consistent Metrics Across BI Tools Kyvos centralizes metric and KPI definitions in the semantic layer and applies them consistently across every analytics interface — eliminating metric drift and improving trust in analytics. High-Performance Analytics at Scale Kyvos delivers high-performance analytics that scale with demand, enabling: - Sub-second query performance across massive datasets - High concurrency across thousands of users and workloads - Consistent response times regardless of data volume or concurrency - No performance degradation as adoption grows - Multidimensional Analytics on the Cloud Kyvos enables deep multidimensional analytics, supporting: - Granular analysis across billions of rows - Thousands of measures and dimensions in a single model - Fast drill-down across complex hierarchies - Full analytical depth without sacrificing query speed Cloud Cost Efficiency Kyvos serves analytics through its semantic layer rather than routing every query to the warehouse — reducing compute consumption across analytics and AI workloads. As adoption grows, organizations can scale users, workloads, and analytical complexity without a corresponding rise in warehouse compute costs. ## Kyvos Semantic Layer Pros & Cons **What users like:** - Users appreciate the **ease of use** of Kyvos, enabling quick insights and a user-friendly experience for complex data. (120 reviews) - Users love the **speed** of Kyvos for real-time insights, enabling quick queries and faster decision-making across data metrics. (88 reviews) - Users value the **exceptional performance** of Kyvos for quickly analyzing large datasets and delivering timely insights. (54 reviews) - Users admire the **lightning-fast analytics** of Kyvos Semantic Layer, enhancing performance and visualization of large datasets. (53 reviews) - Users value the **fast querying capabilities** of Kyvos Semantic Layer, enabling quick analysis of large transaction datasets. (50 reviews) - Efficiency (48 reviews) - Users appreciate the **cost-effective performance enhancement** of Kyvos, allowing for efficient data analysis and reduced cloud expenses. (48 reviews) - Users value the **scalability** of Kyvos, enabling efficient analysis of vast amounts of data effortlessly. (44 reviews) - Users commend the **responsive customer support** of Kyvos, making their data exploration experience seamless and efficient. (36 reviews) - Large Datasets (36 reviews) **What users dislike:** - Users find the **learning curve steep** for advanced features and MDX queries, which can slow down usage efforts. (34 reviews) - Users find the **difficult setup** of Kyvos Semantic Layer challenging, though support helps ease the process. (33 reviews) - Users find the **initial setup and MDX complexity** challenging, though support helps ease the deployment process. (9 reviews) - Users note the **feature limitations** of Kyvos, especially lacking advanced analytics and integration for seamless data exploration. (7 reviews) - Users experience **connectivity issues** , as initial integration with existing systems can be time-consuming. (6 reviews) - Users find that **learning difficulty** can hinder new users' experience, despite abundant training resources available. (6 reviews) - Limited Customization (6 reviews) - Technical Expertise Required (6 reviews) - Integration Issues (5 reviews) - Slow Performance (5 reviews) ## Kyvos Semantic Layer Reviews ### 1. Handles large data without compromising speed **Rating:** 4.5/5.0 stars **Reviewed by:** Rakesh T. | Module Lead Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2025 **What do you like best about Kyvos Semantic Layer?** It’s quick even when working with large and complicated data. I also like that our metrics stay the same no matter which tool we use. **What do you dislike about Kyvos Semantic Layer?** No issues so far, it lets more people access data without slowing things down. We can also trust that everyone is getting the same numbers. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** It lets more people access data without slowing things down. We can also trust that everyone is getting the same numbers. ### 2. Kyvos handles big data well **Rating:** 5.0/5.0 stars **Reviewed by:** Aditya S. | Associate Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2025 **What do you like best about Kyvos Semantic Layer?** Works well even with tons of fields Can add all the details without slowing down Easy to break data down in different ways **What do you dislike about Kyvos Semantic Layer?** I found no issues till now. Overall experience is good with Kyvos and it's support team; who responds actively. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We don’t have to split reports anymore Everyone can work off the same information Makes digging into layers quick and simple ### 3. Reliable and adaptable data solution tool **Rating:** 5.0/5.0 stars **Reviewed by:** Ankur P. | DevOps Lead, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos meets all our needs with advanced hierarchies, seamless Excel integration, horizontal scaling and strong data security. It's easy to use and highly adaptable. The team is also very responsive, incorporating customer feedback into product updates. **What do you dislike about Kyvos Semantic Layer?** There isn’t a strong online user community yet. Having a dedicated space for discussions and troubleshooting would be helpful. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Our previous tool was difficult to manage due to slow processing times and system inefficiencies. Kyvos has improved speed, simplified our workflows and provided the flexibility we need to analyze large datasets efficiently. ### 4. Finally, we have got everything in one place **Rating:** 5.0/5.0 stars **Reviewed by:** Anshul G. | Tech Support Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 07, 2025 **What do you like best about Kyvos Semantic Layer?** It’s made life easier by giving everyone access to the same reports. We no longer need to check who has the right version. **What do you dislike about Kyvos Semantic Layer?** Too early to tell, but everything’s been working fine for me. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Earlier, our teams pulled numbers from different places and made their own reports. Now, we’re all using the same model. It’s reduced confusion and helped us move quicker on decisions. ### 5. Dashboards have become faster **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Enterprise (> 1000 emp.) **Reviewed Date:** July 21, 2025 **What do you like best about Kyvos Semantic Layer?** Since I have started using Kyvos, my Tableau dashboard loads quickly, even if there is a lot of data behind it. When I analyze data from multiple years, queries finish in seconds. This makes my work much faster and easier. **What do you dislike about Kyvos Semantic Layer?** New users need to get familiar with the platform, as happens with any new tool. Kyvos’ documentation has been quite helpful in this. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Earlier, using the same tools, we used to get timeout errors on large reports. Now, we can easily work with all the data and explore it in detail for complete analysis. ### 6. We don’t have to cut corners anymore to keep things running **Rating:** 5.0/5.0 stars **Reviewed by:** Yohi Raja G. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2025 **What do you like best about Kyvos Semantic Layer?** I can finally pull years of data into one place without worrying about things slowing down. **What do you dislike about Kyvos Semantic Layer?** Setting it up with our older systems took a little longer than expected, but it was a one-time thing. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Earlier, I couldn’t work with older data. Now I can work with five or six years of data at once and it still performs the same. ### 7. Fits into our stack, handles more users and keeps costs low **Rating:** 5.0/5.0 stars **Reviewed by:** Brajmohan D. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Kyvos Semantic Layer?** It plugged into our existing setup without needing major changes. Performance stayed solid even as more teams started using it **What do you dislike about Kyvos Semantic Layer?** Some of the setup took coordination across teams, but once done, it’s been low effort to maintain. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We had issues with slow queries and rising cloud costs. Now things run faster and usage is easier to manage. ### 8. User-friendly interface and support for a wide range of visualization tools **Rating:** 5.0/5.0 stars **Reviewed by:** Shoaib K. | Lead Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** In our company, we deal with massive transactional data stored in multiple departments and analyzing it to get consistent insights was a big challenge for us. Kyvos allows us to perform in-depth analysis directly on our data lake without needing to move or transform data. Another thing that impressed me was its user-friendly interface and the support for a wide range of BI tools which makes analysis easy even for users without technical skills. **What do you dislike about Kyvos Semantic Layer?** At first, we were not sure if our infrastructure could fully support Kyvos capabilities because we hadn’t completely modernized our on-premises data infrastructure. However, as we transitioned to a hybrid cloud model, these issues started to diminish. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We were struggling to run analytics on all our data. Slow performance was also an issue. Kyvos fixed this problem and now we can create reports and dashboards quickly, even for complex data. It enabled us to create multidimensional cubes directly on our cloud platforms, so that we can run interactive queries on billions of rows and get responses in seconds. Our sales and finance teams now analyze customer purchase trends and forecast revenue in real-time, something that previously took hours or even days. ### 9. Kyvos makes analysis of complex data easier **Rating:** 4.5/5.0 stars **Reviewed by:** Sachin J. | Senior Manager Quality Assurance, Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos helps us analyze large datasets from different sources quickly. Due to its fast query engine we don’t have to wait long for results and we get insights quickly. The platform also works well with the tools we already use. **What do you dislike about Kyvos Semantic Layer?** There’s limited community support, making it harder to find quick solutions from other users. More active forums or user groups would be useful. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We deal with complex datasets across different hierarchies and Kyvos allows us to analyze any amount of data instantly. ### 10. Title: Reliable data for AI apps **Rating:** 5.0/5.0 stars **Reviewed by:** Varun D. | Module Lead Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 04, 2025 **What do you like best about Kyvos Semantic Layer?** We use Kyvos as the main data source for our AI tools. It connects well with what we already have and doesn’t slow things down. **What do you dislike about Kyvos Semantic Layer?** All good so far. Our AI models used to mess up because of missing context. Kyvos makes results more accurate. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Our AI models used to mess up because of missing context. Kyvos makes results more accurate. ### 11. Lets us dive deep into data **Rating:** 5.0/5.0 stars **Reviewed by:** Yuvam J. | Senior Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos makes it simple to dig into lots of data points at once, so we get detailed information of where we stand. **What do you dislike about Kyvos Semantic Layer?** I am facing no issues currently. Overall experience is nice. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We used to miss important details because our old tools couldn’t handle so many KPIs and so much data. Now, we get the full picture, which makes our reports more useful for teams. ### 12. Simple, Fast Analysis and Excellent Customer Support **Rating:** 5.0/5.0 stars **Reviewed by:** Aniruddha M. | Module Lead Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 03, 2025 **What do you like best about Kyvos Semantic Layer?** What I really love about Kyvos Insights is how quickly we were able to start analyzing our data. The layout is easy to use, so our team jumped right in and started using it without needing much training. Now they easily work with the Kyvos-built data models. alongside our existing BI tools. Throughout the process, the Kyvos team was supportive, their technological expertise and domain knowledge were clear and made all the difference in helping us get insights effortlessly. **What do you dislike about Kyvos Semantic Layer?** If I had to point out one area for improvement, it would be some of the advanced features, which could be a bit more intuitive. That said, Kyvos regularly updates the platform and is always listening to user feedback, so I’m confident they’ll continue to enhance these areas. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has solved the major headache of working with our historical as well as current data. After struggling with other tools for years, we can now analyze any amount of data in seconds and keep track of our key metrics easily. What’s even better is that our users can now manage their own analytics. ### 13. Sifting through old data is no longer a hassle. **Rating:** 5.0/5.0 stars **Reviewed by:** Ram kumar c. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 10, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos makes it easy to work with years of data. The simple interface lets our team explore data on their own and getting started was smooth with great support along the way. **What do you dislike about Kyvos Semantic Layer?** Kyvos works great, but writing MDX queries takes some know-how, so we need someone skilled in it, which slows us down a bit. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Our data was stored across different locations, which made it difficult for us to analyze. Kyvos connected ### 14. Enhanced Data Reporting and Improved ROI on Our Data Lake **Rating:** 5.0/5.0 stars **Reviewed by:** Vaibhav G. | Senior Lead Software Engineer (UI), Enterprise (> 1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** Before Kyvos, we often struggled with disconnected data from different departments which made cross-functional analysis a challenge for us. Now we can dive into any amount of data in seconds rather than hours or days. We’re able to add more dimensions and measures to our reports without performance issues. Another great advantage of Kyvos was the capability to migrate our workloads to GCP. **What do you dislike about Kyvos Semantic Layer?** Moving Kyvos from our on-premises setup to GCP was challenging because we had a lot of large data cubes to manage. However, their support and professional services team ensured we didn’t miss any key steps. Once everything was up and running, it has been a seamless experience. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has helped us speed up our data reports. Our teams focus on creating dashboards and reports instead of waiting for data to load. It’s been a huge time-saver and made it easier to meet our business goals. ### 15. A Great Tool for Companies That Use Data **Rating:** 5.0/5.0 stars **Reviewed by:** Prateek D. | Associate Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 08, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos is special because it provides a powerful and scalable platform to handle large amounts of data. It works well in both cloud and on-premise setups, and its easy-to-use, no-code interface makes it a great option for teams without technical expertise. The quick creation of insights and the seamless integration with popular BI tools like Tableau and Power BI enhance our business intelligence efforts. **What do you dislike about Kyvos Semantic Layer?** Although Kyvos is excellent at managing big data, it doesn’t have advanced analytical features needed for detailed statistical analysis or complex data mining. Additionally, setting it up can be challenging for users who aren’t familiar with data structures. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has made a big difference for us by enabling fast data processing and interactive reporting. It has significantly reduced the time needed to gain insights and made it easier to expand our data operations without slowing down. This has greatly improved our efficiency. ### 16. Smooth financial reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Rohit A. | ML Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2025 **What do you like best about Kyvos Semantic Layer?** We can work with all our financial data in one place without delays. The Excel plug-in is a great add-on since it’s easy to use. **What do you dislike about Kyvos Semantic Layer?** Setting it up took some effort and we had some hiccups with Databricks. But Kyvos’ new updates should fix that and their support team is always there to help. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Our team can now analyze financial data across business units quickly. Reports run instantly. ### 17. Keeps all our data in one place **Rating:** 5.0/5.0 stars **Reviewed by:** Pranjal J. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 24, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos brings all our data together. No more confusion over which data is right. **What do you dislike about Kyvos Semantic Layer?** It took some time to connect all our data sources at first, but things got easier with the help from their team. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Before Kyvos, data was scattered everywhere. Now, everything is on one platform and we get consistent answers fast. It saves a lot of back-and-forth ### 18. Kyvos made data accessible to everyone and simplified our reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Basavaraj K. | Module Lead, Enterprise (> 1000 emp.) **Reviewed Date:** February 25, 2025 **What do you like best about Kyvos Semantic Layer?** The Kyvos interface is easy to use. Whether it’s building cubes, creating reports, or handling admin tasks. Their customer service is super-quick in addressing our issues. Whenever we’ve had an issue, their team has been quick to analyze and resolve it. Performance-wise, it works really well for cubes with low to medium data volumes. **What do you dislike about Kyvos Semantic Layer?** After software or system upgrades, there’s a bit of extra work needed to validate certain setups, which can be a bit of a hassle during deployments. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has been a big help in making information available to everyone. It lets us look at data from different perspectives and keeps all our reports in one place, which has really made our reporting processes much easier. ### 19. Speeds up our BI work **Rating:** 5.0/5.0 stars **Reviewed by:** Manish S. | Lead Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 17, 2025 **What do you like best about Kyvos Semantic Layer?** Works with our BI tools Connects easily with Spark and SQL **What do you dislike about Kyvos Semantic Layer?** Took a little time to connect everything the first time. While Kyvos offers many benefits, the setup and learning curve could use some improvement. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** All our BI tools are supported Same data can power BI and AI ### 20. I didn’t have to change our existing setup, but still got faster performance **Rating:** 5.0/5.0 stars **Reviewed by:** Saarthak V. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 08, 2025 **What do you like best about Kyvos Semantic Layer?** It works well with all the tools we already use, so we didn’t have to switch tools or change how we work to get things done faster. **What do you dislike about Kyvos Semantic Layer?** Connecting everything took some time, but their team was there to help us with every step. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** No more reporting delays, Same answers across the board. ### 21. Reliable tool for risk analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Mangesh R. | Module Lead Software Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2025 **What do you like best about Kyvos Semantic Layer?** 1. Kyvos helps us analyze both past records and live data in one go, making our risk analysis more efficient. 2. Onboarding was quick, thanks to their helpful support team. 3. It works with our existing data systems, letting us meet our risk goals and monitor trends for each asset daily. **What do you dislike about Kyvos Semantic Layer?** The setup process took a while, but once it was done, we barely needed to manage it afterward. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** After years of struggling with open-source tools, Kyvos finally let us access and analyze past data in seconds. Now, we track risk positions daily, and our team can manage analytics independently. ### 22. Flexible tool for growing data needs **Rating:** 4.0/5.0 stars **Reviewed by:** HIJAS M. | Module Lead Software engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 16, 2025 **What do you like best about Kyvos Semantic Layer?** Setting it up was easy and it works well with different cloud platforms. We liked having multiple deployment options, so we could choose what fit us best. **What do you dislike about Kyvos Semantic Layer?** We needed some help from their PS team with configurations, but they were responsive and made sure everything worked. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We were looking for a solution that's affordable and works well with large data. Kyvos helped us in handling our growing data needs while still being fast. It also made it easier to create visual reports, which our team prefers over the tools we used before. ### 23. Fast dashboards, excellent customer support. **Rating:** 5.0/5.0 stars **Reviewed by:** Biswa Ranjan B. | Lead Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 30, 2024 **What do you like best about Kyvos Semantic Layer?** Honestly, what stands out for me is how Kyvos handles large volumes of data, whether it's terabytes or petabytes. I get responses in less than a second, even when my queries are complex, which is a big thing. I also like how it makes things so intuitive for me, like I can talk to my data without needing any technical skills. **What do you dislike about Kyvos Semantic Layer?** If I had to nitpick, I would say the learning curve was a bit steep initially and it takes some time to fully understand its features. But once you get the hang of it, everything falls into place. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Earlier it was like we had to wait forever for our dashboards to load. Kyvos really solved the slow dashboard syndrome at our company. It also helped a lot with team collaboration since everyone now has easy access to the same data, no more confusion. ### 24. Reliable data and easy access for better decisions **Rating:** 4.5/5.0 stars **Reviewed by:** muthu karparatcha aruna c. | Senior software engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos makes it easy to work with any amount of data and helps us provide insights quickly. The platform is simple to use and our clients can easily explore their data without trouble. **What do you dislike about Kyvos Semantic Layer?** Setting up the data for the first time takes some time. To use Kyvos properly from the start requires a solid understanding of the platform and a data-driven mindset as well. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos makes sure the numbers are reliable; the charts are easy to read and everyone can access the data they need. Our clients can now make faster and better decisions and it helps us deliver better solutions. ### 25. Quick and clear data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Pawan K. | Manager Quality engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 21, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos allowed us to process any amount of data in seconds, saving a lot of time. Its data visualization features help us break down complex information into charts and dashboards. **What do you dislike about Kyvos Semantic Layer?** It’s a bit hard to understand at first, but once you learn how to use it, it becomes easy. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos makes it simple to work with large data and apply filters to get accurate results quickly. Good tool for detailed data analysis. ### 26. Kyvos made data exploration quick and simple for us **Rating:** 4.0/5.0 stars **Reviewed by:** Apoorva J. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 23, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos interface is simple to figure out and we immediately started making reports. Spotting trends on any amount of data became easy. **What do you dislike about Kyvos Semantic Layer?** Our data and processes are a bit different, so it didn’t really speed up how much time we spent getting our data ready. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos helps us get a much better look at our data. It’s easy to explore data in detail and even create our custom metrics. The updates happen in real time, so we always have the freshest data to work with. ### 27. Fast queries and easy dashboards **Rating:** 5.0/5.0 stars **Reviewed by:** Jaiprakash S. | Technical Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** May 22, 2025 **What do you like best about Kyvos Semantic Layer?** The query performance is impressive. The drag-and-drop functionality makes it easy to build dashboards and the security settings let you control who can see what data. **What do you dislike about Kyvos Semantic Layer?** There’s a lot to explore, so it takes time to learn everything. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos lets us analyze millions of records in seconds without external dependencies. It integrates well with Power BI, Tableau, Excel and XL-Cubed, so we don’t need to learn any new tools. ### 28. Delivers High-Speed Analytics and Provides Scalability **Rating:** 5.0/5.0 stars **Reviewed by:** Ayush S. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2025 **What do you like best about Kyvos Semantic Layer?** The universal semantic layer is exactly what we needed! Kyvos made it so much easier to work with large data and give our customers great experience. Even with big, complicated datasets and lots of people using it at the same time, everything runs super-fast. Setting it up was really easy and their support team has been amazing ever since. Whether it’s upgrades or new features. They’re quick to respond, which makes us feel like we made the right choice. **What do you dislike about Kyvos Semantic Layer?** Nothing major comes to mind. If we run into small issues, the Kyvos team is super quick to sort them out, so it’s all good. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has made it so much easier for us to provide fast, high-performance analytics and consistent experience for our customers. ### 29. Analyze years of data without hassle **Rating:** 5.0/5.0 stars **Reviewed by:** SHASHANK V. | Software engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos works with the tools we already use, letting us explore years of records quickly. We didn’t need to change anything in our current system and there were no unexpected costs. It can grow with our needs, whether we’re handling more data or running more queries. **What do you dislike about Kyvos Semantic Layer?** It can feel a little overwhelming for new users, but the training materials make learning much easier. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** With Kyvos, we can work with records from the past decade and run detailed analysis. This has made it easier to predict outcomes like payouts and prepare for what’s ahead. ### 30. Kyvos Made It Easy to Work with Years of Customer Data **Rating:** 4.5/5.0 stars **Reviewed by:** Rupali C. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos has made it simple for us to work with all our customer data. Now, we get a clear picture of how we’re doing across locations and products, all thanks to its performant tech. It's the only tool that allowed us to explore five years of data and get answers quickly. **What do you dislike about Kyvos Semantic Layer?** Setting up GCP to manage costs was challenging initiallyand needed some expertise. But their team helped us and ensured everything was running well. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has helped us move past SSAS limitations and bring all our data together in one place. We can now easily explore data by customer, brand or region. ### 31. Easy to use with advanced features **Rating:** 4.5/5.0 stars **Reviewed by:** Sanjay S. | Sr. Manager - Tech Support, Mid-Market (51-1000 emp.) **Reviewed Date:** April 17, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos is simple to navigate and setting up models is easy. It handles both older data and live updates without delays. We get responses almost instantly, even when dealing with complex data. **What do you dislike about Kyvos Semantic Layer?** We had some issues during setup and needed help from their team, especially when working on advanced calculations. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos lets us pull data from different sources and work on it all in one place. It also connects well with the tools we already use, helping us build better dashboards without extra effort. ### 32. Easy to use and fast to get started **Rating:** 5.0/5.0 stars **Reviewed by:** Shubhendu B. | Security Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos made it easy for our team to start exploring data right away. Simple layout and works with familiar tools. The support team was helpful. **What do you dislike about Kyvos Semantic Layer?** Some advanced features could be easier to use. But Kyvos keeps improving things based on user feedback. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We can now analyze both historical and current data quickly—something we struggled with before. ### 33. Smart and continuously emerging modern data analytics tool **Rating:** 4.0/5.0 stars **Reviewed by:** Nikhil P. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 08, 2025 **What do you like best about Kyvos Semantic Layer?** It is a no-code, intuitive tool that allows users to create semantic layer, could connect to data hosted almost anywhere, runs on any cloud or on-premise environment. It can be integrated with popular BI tools like Tableau, Power BI, and Excel, and gives interactive responses to massive datasets. It is cost efficient, provides data security and any non-technical user from the BI domain can use it with minimum assitance. **What do you dislike about Kyvos Semantic Layer?** It is currently not a good fit for users looking for advanced data science, data mining and machine learning. Also, since Kyvos. distributed data processing architecture might not perform optimally for small data use cases. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Its scalability with massive data, cost and performance of querying live data even on complex calculations has helped to speed fast the data insights and critical decision making. ### 34. Simpler Analytics, Smarter Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Romil S. | Lead engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos makes data analysis more accessible through a self-service interface. Non-technical users can explore data, create dashboards, and run complex queries without writing SQL or relying on IT teams. **What do you dislike about Kyvos Semantic Layer?** Nothing as of now, everything seems smooth **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos provides a semantic layer and drag-and-drop interface for self-service data exploration ### 35. Excellent financial reporting and flexible analytical framework **Rating:** 5.0/5.0 stars **Reviewed by:** Hitesh K. | Senior UI Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** With Kyvos, we can handle and analyze all our data without waiting. We have a complete view of all our financial data spread across business units and teams in one place. The Excel plug-in is also a big plus—it made things much simpler for us since everyone’s already familiar with it. **What do you dislike about Kyvos Semantic Layer?** The initial setup took some work and we sometimes encountered issues with Kyvos running on Databricks. However, with Kyvos’ new architecture we’re optimistic these problems will be addressed. But the Kyvos support team is always ready to help us troubleshoot. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has made our financial reporting possible on all our data. Our global team of several hundred analysts can now run analysis without any performance lags. We now handle cross-LOB reporting, MD&A and ad hoc analysis with immediate response times ### 36. Kyvos has made our analytics faster and simpler **Rating:** 5.0/5.0 stars **Reviewed by:** Ankit C. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** What I like most about Kyvos is its ability to quickly analyze not just weeks or months but years of data. Its easy-to-use UI has allowed our users to handle their analytics independently. Plus, the onboarding was also seamless, thanks to a very helpful support team, guiding us on every step of the way. **What do you dislike about Kyvos Semantic Layer?** While Kyvos works extremely well, but writing MDX queries requires some expertise. This means we need someone with that skill set and this slows us down a little. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Earlier, our data was stored in multiple locations which slowed down analysis and resulted in inconsistent insights. Kyvos consolidated all our data onto one platform and connected well with our existing data lake too. Now, we can analyze data faster and track important KPIs on a daily basis. ### 37. Making analytics faster and decisions smarter **Rating:** 4.5/5.0 stars **Reviewed by:** Vijay R. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos made exploring any amount of data effortless by delivering quick results. The OLAP cubes returned responses almost instantly. **What do you dislike about Kyvos Semantic Layer?** The setup process was a bit complex, but their support team helped us through it, making things much easier. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos made data exploration more efficient. Also, it works well with BI tools like Tableau and Power BI which makes it easier to understand data. ### 38. Kyvos ensured all departments extract information from same data **Rating:** 5.0/5.0 stars **Reviewed by:** Vishnu S. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos delivers quick responses even with many users and fields. This makes it easy for all departments to report same numbers. It also works very well across different data platforms and BI tools. We’re also excited about exploring its new Gen AI capabilities to enhance our workflows. **What do you dislike about Kyvos Semantic Layer?** We haven’t faced any major challenges worth mentioning. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Before Kyvos, our internal teams reported different numbers due to multiple tools and data sources which was a major challenge for us. Kyvos brought all our data together to facilitate data exploration without requiring teams to switch the current tools. ### 39. Fast analytics on any amount of data **Rating:** 5.0/5.0 stars **Reviewed by:** Faizee B. | UI Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 03, 2025 **What do you like best about Kyvos Semantic Layer?** What I love most about Kyvos is it makes it simple to work with massive datasets. I get results in seconds, even with complex queries. Kyvos’ semantic layer is another standout as it has made data accessible to everyone. Now I can finally focus on more meaningful analysis rather than handling routine tasks. **What do you dislike about Kyvos Semantic Layer?** Honestly, I haven’t run into anything major that I dislike about Kyvos. It’s been smooth sailing so far. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Before Kyvos I spent way too much time waiting for queries to load or juggling data from multiple sources. Now, everything runs so much smoother—I can quickly explore data to spot patterns and outliers. It has also made team collaboration easier. When I share insights, everyone’s on the same page because the data is consistent across the board. ### 40. Everyone’s using the same numbers **Rating:** 5.0/5.0 stars **Reviewed by:** Vikas P. | Sr Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2025 **What do you like best about Kyvos Semantic Layer?** We finally have everything in one place. No more different teams using different reports for the same thing. **What do you dislike about Kyvos Semantic Layer?** It takes a bit of coordination to set up the rules for all the metrics. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** It improved collaboration between teams. ### 41. Goof for real-time decision and granular insights **Rating:** 4.5/5.0 stars **Reviewed by:** Mahendra V. | Associate Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** Kyvos’ ability to handle any size data without any slowdowns is impressive. It allows us to create data models directly on the cloud which makes it so much easier for us to analyze our data without compromising speed or increasing costs. **What do you dislike about Kyvos Semantic Layer?** It took a bit of time to get familiar with all the features, especially the advanced OLAP ones. But once I did, it was easy to make the most of the platform. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has helped us take our decision-making to the next level as it can connect with multiple BI tools like Tableau and Power BI—the ones our teams are already comfortable with. This has made analysis of any amount of data not only easier but also affordable for us. ### 42. Easy to scale and keeps metrics consistent **Rating:** 5.0/5.0 stars **Reviewed by:** Gaurav G. | Senior Tech Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** June 19, 2025 **What do you like best about Kyvos Semantic Layer?** Metrics stay the same across tools Easy to manage definitions Works well even as data grows **What do you dislike about Kyvos Semantic Layer?** Takes time to set up models .Overall experience is good **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Helps avoid confusion from different definitions Can analyze years of data without slowing down **Official Response from Shefali Deshwali:** > We're glad to hear that you find Kyvos easy to scale and that it keeps metrics consistent. We understand that setting up models may take some time, but we're constantly working to improve the onboarding process. Thank you for sharing your experience with us! ### 43. A custom complete problem-solving tool! **Rating:** 5.0/5.0 stars **Reviewed by:** Hrishabh G. | Sr. Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Kyvos Semantic Layer?** The thing I like most about Kyvos Insights is how easy it is to create semantic models. The fast data modeling feature stands out; we just enter the table name, and it makes the semantic model for us. **What do you dislike about Kyvos Semantic Layer?** One thing we want Kyvos to make better is to cut down on advanced properties. There are a lot of advanced properties to choose from, and this can sometimes confuse users about which property they should pick for different situations. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos lets me look at billions of rows . Its adaptable semantic model is a big plus, as it allows us to change the summary function even if it doesn't match up with how we first designed the semantic model. ### 44. Kyvos solved most of our complex use cases **Rating:** 5.0/5.0 stars **Reviewed by:** Vipul D. | UI-UX Developer, Enterprise (> 1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** What really stands out about Kyvos for us is its innovative, future-ready capabilities. It’s not just addressing today’s analytics needs but also prepares businesses to handle tomorrow’s data demands just as effectively. Kyvos is the only product we’ve found that can handle our most complex use cases. **What do you dislike about Kyvos Semantic Layer?** Kyvos meets most of our needs, but it does miss a few legacy features like workflow management. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** The performance we’re getting on large amounts of data is incredible, no matter which BI tool we use. What’s even better is that Kyvos offers in-depth support to fine-tune the system, so we can meet all kinds of specific requirements. With Kyvos, data management and governance has also become much simpler due to automated workflows. ### 45. Kyvos Makes Data Analysis Easy and Fast **Rating:** 5.0/5.0 stars **Reviewed by:** Aditya J. | Associate Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 27, 2025 **What do you like best about Kyvos Semantic Layer?** My experience as a user has been really smooth and I love the tech behind it, especially OLAP and OLTP. The cube-building part is particularly impressive. It makes working with large data so much easier and quicker. **What do you dislike about Kyvos Semantic Layer?** There’s nothing major to dislike. One area that could improve is the connectivity with other tools which can be faster. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Before Kyvos, exploring data from multiple angles was challenging and time-consuming. Kyvos’ cube technology has made it super simple for us to look at data from different perspectives. Visualizing data is a breeze now. I’ve also tested the product myself and I can say it really delivers what it promises. ### 46. Streamlining Data Analysis with Intuitive Tools and Reliable Expertise **Rating:** 4.5/5.0 stars **Reviewed by:** Siddhartha T. | Senior Technology Leader & Strategist, Mid-Market (51-1000 emp.) **Reviewed Date:** October 29, 2024 **What do you like best about Kyvos Semantic Layer?** What I like best about Kyvos Insights is how quickly we were able to dive into analyzing both historical and current data. The platform's intuitive design allowed our business users to leverage both the Kyvos UI and the tools they are already most familiar with to explore Kyvos-built cubes with minimal training. Throughout the process, the Kyvos team demonstrated incredible support and guidance. Their technological expertise and domain knowledge were clear at every stage, ensuring we had everything we needed to succeed. Kyvos has empowered us to make data-driven decisions with ease **What do you dislike about Kyvos Semantic Layer?** One area we’d like to see Kyvos continue to enhance is the intuitiveness of certain advanced functionalities. The team’s commitment to regular updates and user-driven improvements is evident, and it’s clear they’re focused on making the platform even more user-friendly. These minor aspects don’t take away from the overall power and efficiency that Kyvos delivers in data analysis. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Kyvos has made it much easier for us to tap into our historical data after struggling with other tools for years. Now, we can sift through massive amounts of data in seconds, which helps us stay on top of our key metrics every day. What’s really great is that our users can handle their analytics on their own, making our decision-making faster and more informed. ### 47. Analytics powered by Gen AI - Kyos (Best tool on analytics on massive amount of data ) **Rating:** 4.5/5.0 stars **Reviewed by:** Chandrika V. | Senior system Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 25, 2024 **What do you like best about Kyvos Semantic Layer?** The ability of Kyvos to analyse massive amounts of data without performance degradation. Given the data size we have today, it is difficult for our BI tools to : • analyse the data • one single source of truth is missing as we use multiple BI tools. **What do you dislike about Kyvos Semantic Layer?** Qlik is one of the tools that we use in our organisation currently. We realized that Qlik doesn't allow Kyvos to connect with it and help with analysis. We plan to move all our Qlik reports to a different tool and that is where I believe Kyvos can fit in as well. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We have a single source of truth now across different users from different geographies using the BI tool of their choice. This has helped us make business-critical decisions faster and we can rely on it without any discrepancies. It saves us a lot of time and effort which was a challenge. ### 48. Makes our data AI-ready **Rating:** 5.0/5.0 stars **Reviewed by:** Priyal J. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 17, 2025 **What do you like best about Kyvos Semantic Layer?** Easy to connect data to AI tools Feeds clean, ready-to-use data Supports smooth AI project work **What do you dislike about Kyvos Semantic Layer?** Not much to complain about the Kyvos insights **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We can utilize all our data for our AI apps. ### 49. Kyvos works for us as a powerful addition to our stack **Rating:** 5.0/5.0 stars **Reviewed by:** adarsh t. | software developer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Kyvos Semantic Layer?** The speed is remarkable. With Kyvos, we are able to handle complex analysis much faster. It’s easy to drill down from broad summaries to tiny details. **What do you dislike about Kyvos Semantic Layer?** While Kyvos offers powerful reporting capabilities, customizing certain dashboards can sometimes take training and time. Better resources to help with this will be a good addition. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** Instead of going through the headache of replacing our existing systems as most vendors suggest, it fits right into our current setup and works effectively with our BI platform and data warehouse. With Kyvos, we get quick responses to our queries, our processes have become a lot smoother and we have saved so much time and money after deploying it. ### 50. Perfect semantic layer solution for us **Rating:** 5.0/5.0 stars **Reviewed by:** Nikunj K. | Regional Manager Sales, Mid-Market (51-1000 emp.) **Reviewed Date:** October 29, 2024 **What do you like best about Kyvos Semantic Layer?** Kyvos is the right semantic layer choice for us, because Kyvos gives us all what we need - the advanced hierarchies (parent child, alternate hierarchies, custom roll ups, etc), good integration with Excel, ability to scale horizontally, ability to address all data security requirements, and more importantly ease of use and agility. Kyvos team is very supportive. The product also evolves fast, they are mindful of customer needs and incorporate our feedback into their roadmap. **What do you dislike about Kyvos Semantic Layer?** It is not easy to find any Kyvos community online, it will be good to have a community connect. **What problems is Kyvos Semantic Layer solving and how is that benefiting you?** We chose Kyvos many years back when our erstwhile tool had become very difficult to manage for various reasons - huge cubes, large build times, unacceptable shutdown/ bring up times. Kyvos has been helping us strategically in all the 3 areas that are important for us - speed, simplicity and agility. - [View Kyvos Semantic Layer pricing details and edition comparison](https://www.g2.com/products/kyvos-semantic-layer/reviews?login_required=true&page=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+14%3A42%3A17+-0500&secure%5Bsession_id%5D=1648bd44-d9e0-4029-8934-8b51bc118ffe&secure%5Btoken%5D=268c89d5f9c97d6db9cdc6ae73ec66da714b65acdc87b8795d0d0dc26523a22c&format=llm_user) ## Kyvos Semantic Layer Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Data Preparation** - Connectors - Data Governance **Deployment & Integration - Semantic Layer Tools** - Multi-Environment & Multi-Cloud Support - Open API & SDK Integration **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Data Transformation** - Real-Time Analytics - Data Querying - Reporting/Analytics - Predictive Analytics - Visual Analytics **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending - Data Capture and Transfer **Data Connectivity & Federation - Semantic Layer Tools** - Cross-Source Query Federation - Dynamic Schema & Metadata Adaptation **Integrations** - Hadoop Integration - Spark Integration **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Data Modeling & Metrics - Semantic Layer Tools** - Derived & Calculated Metrics - Time Intelligence Functions **Platform** - Machine Scaling - Data Preparation - Spark Integration **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake - Real-Time Data - Data Capture and Transfer - Trend Analysis - What-if Analysis - Statistical Analysis - Data Blending - Ad hoc Analysis - Third-Party Integrations **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Performance Optimization - Semantic Layer Tools** - Query Caching & Acceleration - Adaptive Query Optimization **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Processing** - Cloud Processing - Workload Processing **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks - Data Discovery **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity - Multiple Data Sources - Query Builder **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Additional Functionality** - Data Warehousing - Drag & Drop - Activity Dashboard - Data Connectors - Ad hoc Reporting - Customizable Reports - Alerts/Escalation - Templates - Forecasting - Data Migration - Data Transformation - Access Controls/Permissions - API - Data Cleansing - Data Synchronization - AI Copilot - Dashboard Creation - Data Extraction - Data Security - SSL Security - Collaboration Tools - No-Code - High Volume Processing - Database Support - Search/Filter - Generative AI **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support - Database 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 - Ad hoc Query - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Additional Functionality** - Drag & Drop - Secure Data Storage - Data Import/Export - Customizable Branding - Dashboard Creation - Access Controls/Permissions - Real-Time Reporting - Metadata Management - Forecasting - Data Storage Management - Ad hoc Analysis - Ad hoc Reporting - Data Migration - AI Copilot - Self Service Data Preparation - Search/Filter - Data Mapping - Monitoring - Sentiment Analysis - User Management - Sales Trend Analysis - Charting - Reporting & Statistics - Performance Metrics - Alerts/Notifications - Data Extraction - Widgets - Storytelling - Trend Analysis - Collaboration Tools - Financing Management - Self-service Analytics - KPI Monitoring - Dashboard - API - Data Integration - Scorecards - Data Management - Task Management - Progress Tracking - Data Connectors - Data Visualization - Profitability Analysis - Project Tracking - Strategic Planning - Goal Setting/Tracking - Publishing/Sharing - Predictive Analytics - Real-Time Monitoring - Templates - Mobile Access - Customizable Templates - Workflow Management - Financial Reporting - Audit Management - OLAP - Single Sign On - Data Synchronization **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query ## Top Kyvos Semantic Layer Alternatives - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - 4.5/5.0 (1,602 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (859 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.6/5.0 (714 reviews)