# Qrvey Reviews **Vendor:** Qrvey **Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Average Rating:** 4.4/5.0 **Total Reviews:** 29 ## About Qrvey Qrvey is an embedded analytics solution specializing in multi-tenant analytics for SaaS applications. Qrvey’s goal for product teams is to empower you to build less software and deliver more value. Qrvey is the only embedded analytics solution that includes an analytics layer to connect your data warehouse to your front-end analytics. Qrvey’s approach is different. By including a native data lake, you can scale personalized analytics that your customers will love. All while giving your development team the tools to ship faster and build less. ## Qrvey Pros & Cons **What users like:** - Users value the **user-friendly interface** of Qrvey, which simplifies navigation and enhances data analytics accessibility. (6 reviews) - Users value Qrvey's **embedded analytics capabilities** , enhancing decision-making and streamlining data management in an all-in-one platform. (5 reviews) - Users value Qrvey's **automation capabilities** , significantly reducing manual reporting tasks and enhancing productivity and decision-making. (4 reviews) - Users value the **remarkable efficiency** of Qrvey, enhancing decision-making through comprehensive data analysis and a user-friendly interface. (4 reviews) - Users appreciate the **user-friendly interface** of Qrvey, which makes navigation and data analysis effortless. (4 reviews) - Data Visualization (3 reviews) - Embedding Features (3 reviews) - Intuitive (3 reviews) - Performance (3 reviews) - Powerful BI (3 reviews) **What users dislike:** - Users find the **learning curve steep** , especially for new users or simpler use cases, requiring more robust resources. (5 reviews) - Users find the **complex usage** challenging due to intricate setup and the need for technical expertise. (2 reviews) - Users find **pricing confusing** , which complicates budgeting and planning for Qrvey's services and features. (2 reviews) - Users struggle with the **complexity of customization** , requiring technical skills and facing challenges in the setup process. (2 reviews) - Users express concerns about **expensive pricing** and unclear costs, making budgeting and planning more difficult. (2 reviews) - Users find Qrvey **slow when handling large amounts of data** , which can hinder productivity and user experience. (2 reviews) - Users feel **limited customization** options hinder their ability to tailor experiences for advanced needs in Qrvey. (2 reviews) - Users struggle with **missing features** in Qrvey, such as inadequate learning tools and limited mobile compatibility. (2 reviews) - Poor Documentation (2 reviews) - Slow Performance (2 reviews) ## Qrvey Reviews ### 1. Qrvey: Deliver More Analytics with Less Engineering Effort **Rating:** 5.0/5.0 stars **Reviewed by:** Shabuddin G. | Technical Lead, Enterprise (> 1000 emp.) **Reviewed Date:** February 22, 2026 **What do you like best about Qrvey?** We find Qrvey most appealing for its embedded-first approach, no-code automation, multi-tenant architecture, ease of creating dashboards, and AWS-native performance, which makes it easier for SaaS businesses to provide faster and more efficient advanced analytics. **What do you dislike about Qrvey?** We are unhappy with the complex setup for advanced functionality, non-transparent pricing, and the requirement of technical knowledge for customization. Some users also rate the average customer service compared to other big BI solutions. **What problems is Qrvey solving and how is that benefiting you?** Qrvey makes embedded analytics easier by integrating data gathering, processing, visualization, and automation into a single solution. The multi-tenant architecture and serverless technology on AWS make it easier for SaaS organizations to scale securely and efficiently. This enables SaaS organizations to deliver customer-facing analytics faster, with less engineering effort, and lower infrastructure costs. ### 2. Empowers Decisions with Comprehensive Data Tools **Rating:** 5.0/5.0 stars **Reviewed by:** Antoneta Valerie B. **Reviewed Date:** November 19, 2025 **What do you like best about Qrvey?** I find Qrvey incredibly useful for accessing data, running reports, and building my own dashboards. The efficiency it offers in facilitating faster decision-making is remarkable, especially with its ability to analyze various data sources comprehensively. I like that Qrvey has a user-friendly interface, making it accessible and easy to navigate. The strong customer support is another aspect I appreciate, as it ensures any issues I encounter are addressed promptly and effectively. Overall, Qrvey functions comprehensively to meet my needs. **What do you dislike about Qrvey?** I find the process of bug fixing in Qrvey to be challenging, particularly when it comes to dealing with issues related to data pickers and the data loading process. Additionally, the learning features in Qrvey seem inadequate; I feel that continuous development is necessary to make them more powerful and effective. The user experience could also benefit from improvements, especially concerning customization and ensuring consistency across different devices, with a particular focus on mobile compatibility. **What problems is Qrvey solving and how is that benefiting you?** I use Qrvey to access and analyze data from various sources, enabling faster decision-making. It allows me to run reports and build dashboards efficiently while benefiting from its user-friendly design and comprehensive functionality, supported by strong customer service. ### 3. All-in-One Analytics Platform That Streamlines Workflow **Rating:** 5.0/5.0 stars **Reviewed by:** Damini R. | Account Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2025 **What do you like best about Qrvey?** All-in-one embedded analytics platform Qrvey isn’t just dashboards—its platform combines data collection, transformation, automation, and analytics in one environment. This reduces the number of separate tools a team needs to manage. **What do you dislike about Qrvey?** Requires strong AWS alignment Qrvey is tightly integrated with AWS. Pros for AWS-native teams, but for companies using Azure, GCP, or on-prem environments, this can be a limitation. **What problems is Qrvey solving and how is that benefiting you?** Reducing Engineering Effort / Build Time Without a solution like Qrvey, engineering teams might spend a lot of time “reinventing analytics” — building chart builders, data pipelines, dashboards, permissions, etc. Qrvey gives ready-made building blocks. Qrvey This allows product teams to focus on core features rather than analytics plumbing. Qrvey You can deploy Qrvey in your own cloud account, so you don’t hand over control to a third-party system. ### 4. Focused Embedded Analytics That Delivers **Rating:** 4.0/5.0 stars **Reviewed by:** Anindita B. | SEO Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2026 **What do you like best about Qrvey?** I like it’s focused on embedded analytics **What do you dislike about Qrvey?** Some features take time to master, and there’s still more to explore and learn **What problems is Qrvey solving and how is that benefiting you?** Analytics workflow automation ### 5. Effortless Embedded Analytics That Delivers **Rating:** 5.0/5.0 stars **Reviewed by:** Himanshu F. | ENGINEER - 1st, Small-Business (50 or fewer emp.) **Reviewed Date:** December 18, 2025 **What do you like best about Qrvey?** Easy to use embedded analytics platform. Powerful data visualization and reports. **What do you dislike about Qrvey?** Initial learning curve for new users. Can feel complex for small or simple use cases **What problems is Qrvey solving and how is that benefiting you?** Qrvey helps turn raw data into clear insights through visual reports, filters, and real-time analytics. Saves time by reducing manual data analysis. ### 6. Nice **Rating:** 4.0/5.0 stars **Reviewed by:** Joyce C. | Coordinadora de Procesos, Small-Business (50 or fewer emp.) **Reviewed Date:** January 28, 2025 **What do you like best about Qrvey?** Its interface because it´s very friendly and useful **What do you dislike about Qrvey?** Slow when large amount of data is being used **What problems is Qrvey solving and how is that benefiting you?** Continuous improvement ### 7. Yojerlis' Qrvey review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Wholesale | Enterprise (> 1000 emp.) **Reviewed Date:** January 28, 2025 **What do you like best about Qrvey?** How easy businesses integrate data analytics, automation, and embedded BI into their applications. **What do you dislike about Qrvey?** Limited Customization for Advanced Users. **What problems is Qrvey solving and how is that benefiting you?** Benefit: How easy businesses integrate data analytics, automation, and embedded BI into their applications. Problen: Limited Customization for Advanced Users. ### 8. Great Potential, missed expectations and poor experience **Rating:** 0.0/5.0 stars **Reviewed by:** Verified User in Mental Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2024 **What do you like best about Qrvey?** Modern User interface and cloud architecture **What do you dislike about Qrvey?** The product was not scalable with large (tables and data) databases requiring synchronization. The company philosophy is to offer a minimum viable product and fix features as customers find issues and bugs. And there were many many bugs during our one year trying to use the product before giving up. **What problems is Qrvey solving and how is that benefiting you?** The need for modern BI solutions with easy integration ### 9. Young, agile product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Qrvey?** Qrvey's implementation and support in the post-sales process are stellar! They listen to your needs and do their best to assist in getting solutions either creatively using existing features or planning future enhancements. They seem to understand the rigid nature of legacy BI solutions and put their efforts into being both responsive to their clients and being modern in their approach. **What do you dislike about Qrvey?** Hosting cost can be a little hard to predict. The infrastructure pricing is all based on consumption within AWS, so if some unexpected activity spikes up, it can quickly drive up the hosting cost. **What problems is Qrvey solving and how is that benefiting you?** We are leveraging Qrvey to present a more flexible ad hoc reporting platform to our B2B SaaS customers. Our existing reporting platform is SQL Reporting Services, and we hear a lot of desire from our customers to have better and more flexible access to their data in the way they want to use it. ### 10. Cost effective solution for embedded analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Joshua R. | Owner/Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about Qrvey?** Support is responsive and knowledgeable. Has most functions that users would expect from a BI tool. **What do you dislike about Qrvey?** Would have liked to see more customization options for themes and styles, and more granular permissions within a widget to limit access to certain functions. **What problems is Qrvey solving and how is that benefiting you?** Qrvey is providing an embedded analytics and BI solution with our WFM application. ### 11. Great support and a good product **Rating:** 4.5/5.0 stars **Reviewed by:** Razvan N. | Sr. Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** August 24, 2023 **What do you like best about Qrvey?** Great support and communications with account management. The product also has the potential of being great **What do you dislike about Qrvey?** I would like a more consistent product stability. **What problems is Qrvey solving and how is that benefiting you?** It allows us to create Analytics content for external and internal customers ### 12. Good AWS-based embedded BI tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2023 **What do you like best about Qrvey?** Good support for a wide variety of data sources with powerful data transformation capabilities. Support has been quite responsive when questions and issues have occured. **What do you dislike about Qrvey?** Platform performance for both the chart designer and end user rendering can be slow on under-spec'd hardware (both client and server hardware.) **What problems is Qrvey solving and how is that benefiting you?** Qrvey helps us provide our customers with visualization of their data, helping highlight opportunities for the customer to find savings and/or improve other aspects of their businesses. ### 13. Incredible Growth **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2022 **What do you like best about Qrvey?** The people of Qrvey are incredible. Working with them to incorporate new functionality into our offering has been an enriching and rewarding experience. Potential solutions are discussed, determined, and implemented incredibly quickly. **What do you dislike about Qrvey?** There are not any downsides to working with Qrvey versus any other analytics too. **What problems is Qrvey solving and how is that benefiting you?** Qrvey addresses the need for low code visual representations of client data delivered through an automated ETL process. Since investing time and effort in improving this offering alongside Qrvey, client engagement around Dashboards has more than doubled. ### 14. Embedded Analytics for Multitenant SaaS Applications **Rating:** 4.0/5.0 stars **Reviewed by:** Chris H. | Sr Director - Product Strategy, Mid-Market (51-1000 emp.) **Reviewed Date:** November 29, 2022 **What do you like best about Qrvey?** Qrvey's support team is extremely helpful, especially when implementing in a complex SaaS environment. In addition to the excellent technical support, Qrvey's ability to provide a full suite of analytics makes them unique in this field. **What do you dislike about Qrvey?** One of the most frustrating aspects of the Qrvey implementation was this weird "data ballooning" issue, where our data kept expanding beyond what we had estimated. It took a lot of data analysis to figure out what was causing this data issue, but Qrvey eventually figured it out and released a bug fix to address it. We'll continue to monitor our data usage, but we're optimistic that Qrvey fixed the problem. **What problems is Qrvey solving and how is that benefiting you?** Building a full set of analytic tools and dashboards would have required an enormous amount of resources and time for our organization. The ability to embed Qrvey's analytics has enabled us to offer our customers a dashboard and chart-building capabilities in an easy-to-use tool without customers needing to have a sophisticated data analysis team in-house. ### 15. Qrvey Dramatically Accelerates Time to Market for Embedded Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Sports | Mid-Market (51-1000 emp.) **Reviewed Date:** August 24, 2023 **What do you like best about Qrvey?** The ability to quickly and easily, create, deploy then iterate on a library of interactive dashboards **What do you dislike about Qrvey?** The administrative and data management features need an enterprise lift **What problems is Qrvey solving and how is that benefiting you?** Qrvey solves the whole ETL pipeline and that has allowed us to quickly and easily deploy and then iterate ### 16. Excellent platform for embedded, cloud-native analytics and automation on AWS **Rating:** 5.0/5.0 stars **Reviewed by:** Dara K. | Analytics Program, Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2022 **What do you like best about Qrvey?** Qrvey is one of the only tools out there that gives us the ability to embed a full suite of analytics into web apps. Qrvey's embed capability goes beyond charts and dashboards, letting us integrate a full analytics authoring interface into apps. The Workflows feature also allows a lot of flexibility for setting up custom actions/automations. Things like "if a KPI drops more than 10% week-over-week, send a copy of our KPI report to the analytics mailing list." The API support is pretty excellent as well. **What do you dislike about Qrvey?** There is some data replication involved when getting tabular data into Qrvey's data store, but this allows for faster queries versus a distributed data "query push-down" model, so it's a trade-off. Qrvey implementations become more complex to manage at scale (both user count and data volume), but that's the case with most other analytics platforms as well. **What problems is Qrvey solving and how is that benefiting you?** Qrvey is helping us deliver insights and allow customers to self-serve their analytics and reporting needs. ### 17. Great solution for Embedded Analytics for AWS applications **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** August 28, 2023 **What do you like best about Qrvey?** Customer support Responsive services native AWS Archecture **What do you dislike about Qrvey?** Small company and traditional challenges when integrating a newer product **What problems is Qrvey solving and how is that benefiting you?** Embedded analytics to allow our customers to visualize KPIs ### 18. Built for in-product analytics offering and internal data dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Farnaz R. | Co-Founder & Chief Technology Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 10, 2022 **What do you like best about Qrvey?** Qrvey is designed to be embedded within other SaaS applications. It offers OEM-based private cloud deployment that makes it easier to ensure security and user privacy and remain GDPR compliant in a cost-effective way. The tool offers enough ETL features that a data analyst can manipulate and merge data to create business insights, and does not require an understanding of data querying languages to do this. It has a diverse set of charts, more than competitors like GoodData, although fewer options than heavier tools like DOMO. Chart creation is easy, if someone can understand excel, they can understand building charts on Qrvey. Unlike similar tools in the same space, the data sets, ETL creation, and chart creation has an easy-to-understand UX. I like the flexibility of the page-building canvas, one can place as many charts as fits the need on a row or a page. Charts offer many configuration options to style them. Their support and success team are attentive to client questions and issues. Their work was instrumental in my team's ability to deploy and use the tool. **What do you dislike about Qrvey?** I would love to see Qrvey spend more time on visual designs and visual assets. The final outcome of the charts could look sharper and more aligned with the UI patterns. We have been able to use CSS overrides to adjust shadows, color patterns and a few other things for an outcome that we are proud of. **What problems is Qrvey solving and how is that benefiting you?** Our first goal is to offer in-product analytics dashboards to our clients with light customizability options. As well as providing programmatic access to data to our clients. Our second goal is to offer dashboard and chart building to data-savvy users in our client base. Our third goal is to give our finance team the freedom to sell different license models to clients but have the ability to give our clients a clear dashboard that shows their usage. We will use Qrvey for all these different use cases. ### 19. Recently implemented Embedded Qrvey **Rating:** 4.5/5.0 stars **Reviewed by:** chris l. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** May 26, 2022 **What do you like best about Qrvey?** Easy to embed into SaaS applications ; very flexible model ; very responsive to our needs if we want a new feature or some modifications; the capability to manage implementing reports and datasets to multiple customer instances, manage versioning of reports / datasets, Qrvey offers the capability to do these "releases" and to track them and even roll them back when needed ; if we were to keep using AWS Quicksight then we would have had to build our own application using the QS API to do this **What do you dislike about Qrvey?** havent found anything that i dislike ; wanted capability to directly query our database vs. using an index and they are currently adding that feature **Recommendations to others considering Qrvey:** If you need an embeddable reporting platform that is cloud native, scalable and a team that is great to work with and that will go the extra mile to ensure your success ,then i urge you to contact Qrvey. **What problems is Qrvey solving and how is that benefiting you?** we are migrating from a SaaS application that offered an analytics capability in a different application (Quicksight) to one that is embedded so Qrvey allows us to offer a very functional way to offer embedded reporting, embedded report authoring environment for our users ### 20. Great cloud native embedded analytics option for SaaS products **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 29, 2022 **What do you like best about Qrvey?** The fact that it is built for the cloud and leverages mostly serverless cloud native technology. Also, it was built for embedding within a multi-tenant SaaS application like ours. Most other products we evaluated feel short on that front. **What do you dislike about Qrvey?** Their pricing model is a bit confusing. They charge based on the amount of data that is pushed into the platform for reporting but it is not the same as the raw data size being injected. There is some multiplier that gets applied as data is replicated within the platform for performance and redundancy reasons and that makes it hard to predict the cost. Also, the platform is hosted within your own AWS account, which adds to the TCO and the hosting cost is not insignificant. **What problems is Qrvey solving and how is that benefiting you?** Qrvey is enabling us to deliver embedded analytics to our clients within our multi-tenant SaaS application with advanced features such as adhoc reporting and email subscriptions to reports that our customers have wanted for a long time. ### 21. Mutual growth through business analytics. **Rating:** 4.5/5.0 stars **Reviewed by:** Alejandro O. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 21, 2022 **What do you like best about Qrvey?** The responsiveness of their support team and their ability to implement features shortly after our feedback. The ease of use and simplicity of the platform is also a big plus, with great automation features and capacity for seamless scalability. **What do you dislike about Qrvey?** A few (certainly not many) features are great on paper but fall short on performance, like datalinks. These on-demand joins would be useful but they never quite worked as expected. **What problems is Qrvey solving and how is that benefiting you?** Providing business analytics, including survey and exam capabilities to hundreds of clients. The ability to embed the page builder and view into client sites has allowed us to distribute customizable and near real-time dashboards to all of our stakeholders. ### 22. Embedded Analytics for SaaS product **Rating:** 5.0/5.0 stars **Reviewed by:** Srinivasa S. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** July 26, 2022 **What do you like best about Qrvey?** 1. Short Go-To-Live 2.Simplicity and Robustness of their chart/page builder 3. Excellent Product and Customer Support **What do you dislike about Qrvey?** Nothing to dislike. More power on styling will make the platform even more conducive for modern apps which they are adding shortly. **What problems is Qrvey solving and how is that benefiting you?** We are using Qrvey for embedded analytics on our SaaS Product. ### 23. Qrvey as Partner for Analytics and Embeds **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2022 **What do you like best about Qrvey?** Installing Qrvey into our AWS environments was a simple and well-documented process. Updates, for product enhancements and releases, are also easily accomplishable. This allows us to stay focused on the things that matter, bringing solutions and analysis to our users. **What do you dislike about Qrvey?** The power of the page builder is quite extensive, however, on-the-fly calculations in the page are limited for some use cases. Overcoming these can be solved by other methods. **What problems is Qrvey solving and how is that benefiting you?** We want to provide our Users with unfettered access to run analysis on their database and event data in app. This solution allows us to bring that to fruition with limited engineering effort and more business ### 24. Highly customizable embedded analytics product with great customer support **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Human Resources | Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2022 **What do you like best about Qrvey?** Integration with AWS and the provision of having options to either embed the out-of-the-box analytics or use the API endpoints to build on top of it. **What do you dislike about Qrvey?** The lack of features for providing error handling capacity to the parent application when something isn't working is what I would like to see as improvements in the future versions of Qrvey. **What problems is Qrvey solving and how is that benefiting you?** The problem that Qrvey helped us solve is to provide self-serve analytics tools to our customers to get access to their data and be able to slice it and dice it in the way they like. Also, export to raw files if needed to be. ### 25. Qrvey app review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2022 **What do you like best about Qrvey?** Easy to create a new page in the Page Builder as basic charts from datasets are already available when I uploaded datasets. **What do you dislike about Qrvey?** Page Builder and Report Builder are essentially the same and caused some confusion when to use Page Builder vs. Report Builder for our use cases. **What problems is Qrvey solving and how is that benefiting you?** Qrvey easily creates numerous dashboards from our data which can be integrated with our application for our customers. ### 26. Report Builder is Flexible and Intuitive **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2022 **What do you like best about Qrvey?** As a Report Builder, the canvas is easy to use. I like that Qrvey automatically creates summary and metric visualizations that can be added directly to a page. **What do you dislike about Qrvey?** The Page Builder UI is a bit confusing, but usability improvements are already on the roadmap. **What problems is Qrvey solving and how is that benefiting you?** Qrvey will be used to deliver out-of-the-box reporting and dashboards as well as embedded charts and graphs throughout our SaaS application. We will also be using Qrvey to allow platform users to build their own dashboards and reports. This will free up our report developer resources and excite our community of power users. ### 27. Qrvey review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 01, 2022 **What do you like best about Qrvey?** Easy to build charts and dashboards and join datasets together **What do you dislike about Qrvey?** Would like more graphic objects and more filtering options **What problems is Qrvey solving and how is that benefiting you?** Allows us to create dashboards with current data and to organize according to person ### 28. Fantastic Analytics Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Ali A. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2021 **What do you like best about Qrvey?** In comparison with other solutions, Qrvey really offers an array of robust features that makes it easy to implement. The ability to embed the visualizations into different platforms easily really is a major plus too. **What do you dislike about Qrvey?** This is a really hard question to answer since for the moment there really isn't anything. The platform is really great to work with and couldn't be happier. **What problems is Qrvey solving and how is that benefiting you?** We needed an analytics solution for our cloud-based operations and the ability to create embeddable visualizations into our custom platform easily. ### 29. Qrvey Customer Satisfaction Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Herman H. | Chief Information Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 20, 2021 **What do you like best about Qrvey?** The Qrvey Team overall is fantastic. Their overall capability/app functionality is a game-changer that is allowing me to be as innovatie as possible while I tranform my company from a intellectual legacy system. **What do you dislike about Qrvey?** I have not encountered any downsides to the Qrvey App. **What problems is Qrvey solving and how is that benefiting you?** Qrvey allows me to unify our data architecture to streamline our workflow processes, drive predictive data insights, automate human touch points while delivering personalization. ## Qrvey Discussions - [What is Qrvey used for?](https://www.g2.com/discussions/what-is-qrvey-used-for) - [View Qrvey pricing details and edition comparison](https://www.g2.com/products/qrvey/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-25+09%3A08%3A16+-0500&secure%5Bsession_id%5D=b299be78-4ad3-405b-b875-673d3843be73&secure%5Btoken%5D=7113bf6ac9e308db95d71254a977f65135cf24efdcd110c3098faf4263d488a2&format=llm_user) ## Qrvey Integrations - [Snowflake](https://www.g2.com/products/snowflake/reviews) ## Qrvey Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors - Data Governance **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **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 Qrvey Alternatives - [Sisense](https://www.g2.com/products/sisense/reviews) - 4.2/5.0 (981 reviews) - [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) - 4.3/5.0 (672 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,545 reviews)