--- title: SAS Viya Reviews meta_title: 'SAS Viya Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 814 reviews by the users' company size, role or industry to find out how SAS Viya works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 814 scale: '5' date_modified: '2026-07-18' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # SAS Viya Reviews **Vendor:** SAS Institute Inc. **Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Average Rating:** 4.3/5.0 **Total Reviews:** 814 ## About SAS Viya SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and empowers teams to innovate quickly while balancing speed, automation and governance by design. Viya unifies data management, advanced analytics and decisioning in a single platform, so organizations can move from experimentation to production with confidence, delivering measurable business impact that is secure, explainable and scalable across any environment. Key capabilities required to deliver trusted decisions include: • End-to-end clarity across the data and AI life cycle, with built-in lineage, auditability and continuous monitoring to support defensible decisions. • Governance by design, enabling consistent oversight across data, models and decisions to reduce risk and accelerate adoption. • Explainable AI at scale, so insights and outcomes can be understood, validated and trusted by business and regulators alike. • Operationalized analytics, ensuring value continues beyond deployment through monitoring, retraining and life cycle management. • Flexible, cloud-native deployment, allowing organizations to start anywhere and scale everywhere while maintaining control. ## SAS Viya Pros & Cons **What users like:** - Users value the **ease of use** of SAS Viya, which simplifies data visualization and enhances decision-making efficiency. (234 reviews) - Users value the **sophisticated analytical capabilities** of SAS Viya, enabling easy deployment and real-time decision-making. (218 reviews) - Users appreciate the **advanced analytical methods** offered by SAS Viya, enhancing decision-making and logistical data analysis capabilities. (196 reviews) - Users value the **end-to-end data lifecycle tooling** of SAS Viya, enhancing business insight and strategic decision-making. (166 reviews) - Users love the **intuitive interface** of SAS Viya, making data analysis and model deployment effortless for all skill levels. (145 reviews) - Efficiency (143 reviews) - Users value the **high performance efficiency** of SAS Viya, noting its speed and effectiveness in handling large data sets. (127 reviews) - Flexibility (119 reviews) - Visualization (119 reviews) - Users value the **powerful data visualization** capabilities of SAS Viya, enhancing insights and decision-making in their organizations. (116 reviews) **What users dislike:** - Users find SAS Viya to have a **learning difficulty** , making it challenging for non-technical individuals to navigate effectively. (151 reviews) - Users find the **learning curve steep** , making it challenging for non-technical users to navigate SAS Viya effectively. (144 reviews) - Users find the **visualization complexity** in SAS Viya challenging, particularly for non-technical users and beginners. (143 reviews) - Users struggle with the **difficult learning curve** of SAS Viya, particularly for new and non-technical users. (117 reviews) - Users find the **expensive pricing** of SAS Viya to be a significant barrier to entry for potential adoption. (108 reviews) - Users find SAS Viya to be **not user-friendly** , especially for non-technical users accessing reports and dashboards. (103 reviews) - Steep Learning Curve (96 reviews) - Complex Implementation (60 reviews) - Complex Usage (60 reviews) - User Difficulty (57 reviews) ## SAS Viya Reviews ### 1. Effective Data Analysis with SAS Viya **Rating:** 4.5/5.0 stars **Reviewed by:** Fungai J. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** October 28, 2025 **What do you like best about SAS Viya?** I have been using SAS Viya for data analysis for five years, and I appreciate its role in seamlessly transitioning from SAS Enterprise Miner during my mechanical engineering degree. I find it especially helpful for inventory management in my store, where it effectively addresses numerous data analysis challenges. Setting up SAS Viya was a breeze, largely due to its compatibility with virtual lab environments where most settings are pre-configured. The integration with SAS Studio, and the ability to use the PROC MIRP procedure, greatly facilitate my inventory management tasks. I find the data engineering tools particularly useful, with the 'data step' feature being my go-to tool for data engineering tasks. Its ability to pull data from my ERP system via SES, API tool, and perform data manipulations, as well as create basic graphs, is highly beneficial. Moreover, I have integrated Microsoft Excel with SAS Viya successfully, which enhances my workflow. I am particularly impressed with SAS Viya's integration capabilities with other applications like SAS Model Studio and SAS Visual Analytics, which make it an exceptionally versatile tool. **What do you dislike about SAS Viya?** I find the SAS Visual Analytics application a bit rigid and would appreciate more flexibility. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya for data analysis and inventory management in my store, enabling efficient data handling with its data engineering tools. ### 2. Great Macro Language, Hard-to-Look Interface but Outdated Interface, **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2026 **What do you like best about SAS Viya?** A macro language with a simple, straightforward syntax that stays easy to work with, even at more advanced levels. Keeping code and other features—like dashboarding and environment control—in one place makes it easier to manage complex scenarios and improves overall usability. Performance is good—certainly toward the higher end of the speed spectrum for statistical programming. **What do you dislike about SAS Viya?** The logs are often vague and not very helpful. Across most products, the interface is unpleasant to look at and feels outdated, and the code text is frequently too small to read comfortably. Support and documentation could be better as well. Python integration is fairly middle-of-the-road and seems to depend heavily on having access to admin commands, since installing new libraries can be difficult. **What problems is SAS Viya solving and how is that benefiting you?** Statistics are still the strong point, and data processing is also a major strength. That said, it isn’t always the simplest when it comes to writing code for certain tasks, such as joins or text-based analysis. ### 3. Powerful Integration, Effortless Customization **Rating:** 5.0/5.0 stars **Reviewed by:** 🇮🇳 Jaimit N. | Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** July 15, 2026 **What do you like best about SAS Viya?** I love how fast and easy it is to operate SAS Viya. It simplifies server maintenance by providing a single platform and customization features that make it user-friendly without the need for hard coding. I also appreciate accessing everything with one URL. The flexibility of integration with languages like JAVA, R, and Python adds tremendous value. I enjoy the UI customization and how the relationships and Geo Maps are present on every page, which enriches the overall experience. The ability to integrate different modules, such as using JAVA jar files for Sanction Screening, is very flexible. I can customize the front end using Visual Investigator, and the relationship tab helps me understand the data interactions clearly. Lastly, the setup was easy, thanks to the helpful guide. **What do you dislike about SAS Viya?** I find that since SAS Viya is completely cloud-based, there are many backend services supporting the environment, which makes the administration task very difficult. **What problems is SAS Viya solving and how is that benefiting you?** I find SAS Viya fast and easy to operate. It allows me to maintain servers on a single platform with customization without hard-coding. I also love the flexibility of integration with languages like JAVA, R, and Python, and the ability to customize the UI and use relationship tabs for data understanding. ### 4. Intuitive Research Tool That Saves Hours and Delivers Key Insights Fast **Rating:** 5.0/5.0 stars **Reviewed by:** Nayeli R. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 15, 2026 **What do you like best about SAS Viya?** Overall, it’s a great tool for researchers who need detailed information, and I find it to be a very useful website for research. It’s incredibly intuitive and gives me all the key information at a glance, which saves me at least an hour of work each day. It also optimizes cloud infrastructure by dynamically turning resources on and off based on the workload. **What do you dislike about SAS Viya?** To be honest, I don’t have anything negative to say. Their customer support team responds very quickly. I also find it very useful for data analysis, since it accurately records who created a model, what data it was trained on, and how it’s performing. **What problems is SAS Viya solving and how is that benefiting you?** It makes developers’ and data scientists’ work easier by streamlining the creation, deployment, and scaling of AI models. On top of that, its in-memory processing has enabled us to work with billions of rows of data and get results in seconds. ### 5. Intuitive Interface with Fast, Practical Reporting for Massive Data **Rating:** 5.0/5.0 stars **Reviewed by:** Nahom K. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** July 10, 2026 **What do you like best about SAS Viya?** Its intuitive interface makes it easy to quickly identify opportunities, and the reports are genuinely practical. I especially appreciate how simple it is to filter by the report type I need, with a wide range of filters available. I also like that it can handle complex calculations and machine learning models in just seconds, even when working with massive volumes of data. **What do you dislike about SAS Viya?** This program is very comprehensive, and in my department we only use a few of its functions. Overall, my experience has been positive and beneficial: it eliminates the need to move data between different tools and keeps the entire analysis cycle within a single, secure environment. **What problems is SAS Viya solving and how is that benefiting you?** It has enabled us to turn complex data into fast, reliable operational decisions, largely addressing challenges around efficiency, accuracy, and integration. It has also helped us predict product demand more precisely—avoiding losses from excess inventory or stockouts—and accurately evaluate the creditworthiness of all our customers. ### 6. Valuable, Data-Driven Insights That Keep Getting Better **Rating:** 5.0/5.0 stars **Reviewed by:** Gilbert B. | Senior Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** July 13, 2026 **What do you like best about SAS Viya?** I’m very satisfied with the product. It consistently provides valuable information about the performance of our promotions, sales opportunities, margins, and underperforming stores. The data-driven analysis and trust-based strategy have been especially helpful for identifying questionable product matches and making the right adjustments. **What do you dislike about SAS Viya?** The implementation process has been very straightforward, and they’ve treated us like we’re their most important client. I don’t have anything negative to say at the moment. The product is constantly evolving, and with each new version they provide an even better experience. **What problems is SAS Viya solving and how is that benefiting you?** Before SAS Viya, I spent hours manually implementing pricing strategies to improve revenue and margins. Since adopting this platform, it has been instrumental in streamlining our pricing process. It integrates smoothly with our internal reports and gives us daily visibility into the prices major industry players are setting for their products, which makes it much easier to stay on top of changes. ### 7. Powerful & Transforming Data into Decisions—Effortlessly and Intelligently. **Rating:** 4.5/5.0 stars **Reviewed by:** Venkatesh D. | SAS Administrator, Small-Business (50 or fewer emp.) **Reviewed Date:** April 24, 2026 **What do you like best about SAS Viya?** What I like best about SAS Viya is its powerful combination of advanced analytics and user-friendly interface. It allows both technical and non-technical users to work efficiently with data through its intuitive, cloud-based platform. The ability to handle large datasets quickly, along with built-in machine learning and AI capabilities, has significantly improved our decision-making process. I also appreciate the seamless integration with other tools and the flexibility it offers for customizing workflows. Overall, SAS Viya has made complex data analysis faster, more accessible, and more collaborative across teams. **What do you dislike about SAS Viya?** One downside of SAS Viya is that it can have a steep learning curve for new users, especially those without a strong analytics background. Additionally, the cost can be relatively high compared to other tools, and some advanced features require extra configuration, which can slow down initial setup. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya is solving the challenge of handling large, complex datasets and turning them into actionable insights quickly. Before using it, we struggled with slow processing and fragmented tools, but now we can perform advanced analytics, forecasting, and reporting in one unified platform. This has improved our decision-making speed, reduced manual effort, and increased overall efficiency across teams. ### 8. SAS Viya is a Powerful Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Deependra G. | Customer Support Engineer L2, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** September 18, 2025 **What do you like best about SAS Viya?** I use SAS Viya for reporting tool data management, report generation, and fetching data fast. I appreciate that statistical modeling and reporting are combined into one platform, making it a unified analytics platform. The cloud-based architecture and scalability make SAS Viya my first choice for software. It eliminates the need for multiple tools and improves workflow efficiency, allowing users to move seamlessly from raw data to insights without switching systems. The platform delivers powerful analytics capabilities, strong performance, and excellent scalability for handling complex data workloads. Although the installation is a bit complex, the support team from SAS is fantastic and makes the process easy and smooth, making it feel like we're using premium software. **What do you dislike about SAS Viya?** The software can be expensive compared to open source analytics tools, making it less accessible for small businesses or startups with limited budgets. Complex installation and maintenance. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya simplifies data management and integration, ensuring accuracy with real-time data. It streamlines reporting and analytics tasks, eliminating tool-switching to improve workflow efficiency. ### 9. SAS Viya is powerful and versatile, but challenging for beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Arthur Diego P. | Business Intelligence Analyst, Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** May 22, 2025 **What do you like best about SAS Viya?** - Extensive suite of tools for data preparation, analysis, reporting, and automation. - Clean and organized layout, with clearly separated micro tools that enhance productivity. - Powerful dashboard capabilities with high customization potential and interactive elements. **What do you dislike about SAS Viya?** - The platform can be quite complex for new users, with a steep learning curve. - There's limited access to free resources and open documentation, which makes self-learning more difficult compared to other platforms. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya is solving several key problems related to data integration, analysis, automation, and visualization—especially in complex enterprise and government environments. In my daily work, it provides a unified platform that allows me to connect to different data sources, perform data wrangling and transformation, run analytical models, and create interactive dashboards—all in one environment. ### 10. Powerful Analytics and Dashboards with Seamless Data Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Antonio M. | Analisa de BI, Mid-Market (51-1000 emp.) **Reviewed Date:** July 06, 2026 **What do you like best about SAS Viya?** Ability to integrate multiple data sources, develop interactive dashboards, manage large-scale datasets, enable data sharing and export, and leverage SAS AI capabilities to deliver advanced analytics and business insights. **What do you dislike about SAS Viya?** It is not yet a widely known platform, so there is still limited online documentation and community support available. Additionally, its cost is relatively high for most organizations. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya enables us to integrate multiple data sources, create interactive dashboards, automate reporting, and analyze large volumes of data in a single platform. This has reduced manual processes, improved reporting efficiency, and provided faster, more reliable insights for business decision-making. ### 11. Intuitive Interface, Perfect for Quick Deployments **Rating:** 5.0/5.0 stars **Reviewed by:** Joshua M. | Voice Biomarker Research - Undergraduate Research Assistant, Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2026 **What do you like best about SAS Viya?** I used SAS Viya during a hackathon to build an AI-powered safety monitoring system, and it was incredibly helpful. The platform allowed us to train and deploy the computer vision model for real-time object detection quickly, which was crucial given our time constraints. I found the user interface very intuitive, even for some team members without much technical experience. The cloud environment of SAS, brought into this platform, was impressive. I also liked the drag and drop pipelines feature, which simplified setting up preprocessing tasks. The initial setup was very simple, taking less than 30 minutes. Overall, I really enjoyed using this platform. **What do you dislike about SAS Viya?** Nothing I enjoyed using it. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helped us quickly train and deploy a model for real-time safety monitoring, solving time constraints during our hackathon. ### 12. It has had a perfect integration into multiple parts of the workflow **Rating:** 4.5/5.0 stars **Reviewed by:** Sivar G. | Director Business Intelligence, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2026 **What do you like best about SAS Viya?** I like the precision with which data can be extracted, because it helps pinpoint exactly what I want to understand or analyze. I also appreciate how intuitive the tool is: it enables all team members to create their own dashboards, and I love being able to turn metrics into charts and share links with other team members. **What do you dislike about SAS Viya?** Overall, it’s an excellent tool for report generation. It was one of the easiest tools I’ve implemented, and we had it up and running in under two days. I haven’t run into any issues or problems so far, and honestly, I don’t have anything negative to say about it. **What problems is SAS Viya solving and how is that benefiting you?** It has brought a radical change for us, delivering an excellent experience for developers by removing hidden semantic layers and reducing the disconnect between business insights and the data team’s understanding. It also saves us a lot of time and money thanks to the practical ability to centralize all our data and generate reports easily. ### 13. Effortless Unstructured Data Extraction with an Intuitive UI **Rating:** 5.0/5.0 stars **Reviewed by:** Cesar L. | Data Research Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** July 08, 2026 **What do you like best about SAS Viya?** I like that it uses efficient artificial intelligence models to extract information from unstructured data and turn it into meaningful data that can be used in predictive models. Overall, it’s a solid tool with an intuitive user interface. It also lets me generate usable data from system logs, which helps us improve productivity with minimal effort. **What do you dislike about SAS Viya?** It’s an excellent data management tool that can handle unstructured data while also providing strong security. On top of that, its cloud deployment across multiple regions is a real advantage. **What problems is SAS Viya solving and how is that benefiting you?** It greatly streamlines the process of quickly turning disorganized data into a clean, usable dataset for analysis, which helps me reach results faster and with more insight. On top of that, it provides strong collaboration features that make teamwork smoother and support efficient project management. ### 14. Integration with Python and R, complete cloud, and AI that makes it easier for beginners **Rating:** 4.0/5.0 stars **Reviewed by:** André V. | Senior Business Intelligence Analyst, Consulting, Mid-Market (51-1000 emp.) **Reviewed Date:** July 08, 2026 **What do you like best about SAS Viya?** Integration with other popular languages like Python and R, in addition to the fully integrated cloud environment. The interface is friendly and intuitive, the processing power is excellent, and the AI support greatly helps those who are just starting. **What do you dislike about SAS Viya?** Unlike other more popular languages, it is more difficult to get help from the community. Unfortunately, it is not a language so widely used, despite having an excellent return on investment. **What problems is SAS Viya solving and how is that benefiting you?** I am creating data intelligence dashboards for public clients and the integration greatly facilitates the work with the rest of the team. ### 15. Streamlined Data Processing in Clinical Trials **Rating:** 4.5/5.0 stars **Reviewed by:** Juhi T. | Clinical database programmer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 16, 2026 **What do you like best about SAS Viya?** I like that SAS Viya helps with data integration and cleaning, effectively transforming messy clinical trial data into structured databases. It also resolves issues with slow, disconnected, and rigid data processing in clinical trials. I appreciate that SAS Viya allows me to write native Python code. Additionally, the SAS Clinical Acceleration feature is valuable for normalizing data pipelines, handling decentralized trial layouts, and formatting clinical trials efficiently. **What do you dislike about SAS Viya?** The initial setup of SAS Viya was a bit tough and in flow, which made it challenging. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya for data integration and cleaning, which helps tidy up messy clinical trial data and integrate it into structured databases. It resolves slow, disconnected, and rigid data processing challenges in clinical trials. ### 16. A Powerful and Modern Platform for Advanced Analytics and Teaching **Rating:** 4.5/5.0 stars **Reviewed by:** Amir B. | Statistical Consultant and Graduate Instructor, Ontario Agricultural College, University of Guelph, Enterprise (> 1000 emp.) **Reviewed Date:** February 25, 2026 **What do you like best about SAS Viya?** What I like best about SAS Viya is how it combines the strength and reliability of traditional SAS with a modern, flexible environment. I appreciate the cloud-based structure, which makes it easier to access projects from different locations, and the integration of visual analytics with coding in SAS and Python. The interface is clean and intuitive, but still powerful enough for advanced modeling, including mixed models and large datasets. It feels scalable, efficient, and well-suited for both teaching and research environments. **What do you dislike about SAS Viya?** While SAS Viya is powerful, the transition from traditional SAS 9.4 can sometimes feel challenging, especially when certain procedures or workflows do not behave exactly the same way. Some advanced features require additional configuration or licensing, which can limit access depending on the setup. In addition, for new users, the interface and ecosystem can feel a bit overwhelming at first, particularly when navigating between different applications (e.g., Visual Analytics, Model Studio, programming). A smoother learning curve and clearer guidance for users migrating from earlier SAS versions would be helpful. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps solve the challenge of analyzing large, complex datasets efficiently while maintaining reproducibility and transparency. It provides scalable computing power, which is especially valuable when working with mixed models, high-dimensional data, or collaborative research projects. The integration of visual tools with programming also streamlines the workflow from data management to modeling and reporting. For me, this improves efficiency in both research and teaching, allowing me to demonstrate advanced methods clearly while handling real-world datasets more effectively. ### 17. Powerful Analytics and Machine Learning in an Intuitive SAS Viya Interface **Rating:** 4.5/5.0 stars **Reviewed by:** Arun K. | Security Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 24, 2026 **What do you like best about SAS Viya?** What I like best about SAS Viya is its powerful analytics and machine learning capabilities combined with an intuitive interface. It makes it easier to process large datasets, build predictive models, and generate actionable insights while maintaining strong security and governance controls. **What do you dislike about SAS Viya?** What I dislike about SAS Viya is that it can have a steep learning curve for new users, and some advanced features require significant training to use effectively. The licensing and infrastructure costs may also be challenging for smaller organizations. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya solves the challenge of analyzing large and complex datasets by providing advanced analytics, machine learning, data management, and seamless integration with cloud platforms, databases, and third-party tools. It helps organizations centralize data, automate insights, improve decision-making, and accelerate AI/ML model deployment across the business. ### 18. Incredibly Accurate, Privacy-Focused Analytics Platform for Data Analysts **Rating:** 4.5/5.0 stars **Reviewed by:** Vedran N. | Senior Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 06, 2026 **What do you like best about SAS Viya?** It’s an incredible tool that helps with virtually everything I need as a data analyst. It’s extremely accurate and includes all the features I need for working with data, while also maintaining data privacy. Overall, it brings together advanced analytics, artificial intelligence, and scalable cloud performance in one place. **What do you dislike about SAS Viya?** It’s a great platform for collecting data and then integrating it to achieve the desired format and results. It’s designed to handle large volumes of data and process everything in a systematic way. **What problems is SAS Viya solving and how is that benefiting you?** It transforms raw data into valuable information for decision-making. It also offers interactive dashboards that turn complex metrics into clear, easily shareable graphs. On top of that, it has helped me better understand my clients’ needs and preferences. ### 19. SAS Viya Exceeded Expectations with an Intuitive Dashboard and AI Capabilities **Rating:** 4.5/5.0 stars **Reviewed by:** Raphael G. | Director of Business Automation, Small-Business (50 or fewer emp.) **Reviewed Date:** June 04, 2026 **What do you like best about SAS Viya?** SAS Viya not only met our expectations but exceeded them. It’s an excellent data center solution that’s very easy to implement and use. I especially appreciate the intuitive dashboard features, which make analyzing my data a breeze and save me a lot of time. On top of that, the addition of AI capabilities has further enhanced our overall experience. **What do you dislike about SAS Viya?** The integration experience has been exceptional. The onboarding and support teams are always willing to help, and they consistently demonstrate strong knowledge and proactive guidance, especially when it comes to API-specific issues. **What problems is SAS Viya solving and how is that benefiting you?** I use it to monitor my e-commerce site’s performance, and I no longer need to manually manage files across multiple platforms. It also keeps our team up to date on our key performance indicators (KPIs), so we can stay on top of what matters. ### 20. Insightful AML Tool with Seamless Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Curtis C. | Freelance Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** May 04, 2026 **What do you like best about SAS Viya?** I find SAS Viya clean and simple to understand. I like how it allows us to integrate the SAS AML features, making it possible to provide seamless, agent-accessible data representing customers' banking details. The integration is valuable because it brings rules, advanced analytics, and case management together on a single cloud-native platform, allowing organizations to detect financial crime more accurately and efficiently while being regulator ready. **What do you dislike about SAS Viya?** Navigating clients and all their sub-categories can get a little busy. Also, the initial setup is a bit intricate and can be harder for those who are not technically inclined. A better menu presentation or a menu that provides options on what I would like to see could improve the navigation. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya provides deeper insights into AML data and client transactions, with a dashboard for visual representation. Integrating SAS AML features allows seamless access to customer banking details on a cloud-native platform, improving financial crime detection and regulatory readiness. ### 21. Versatile Analytics Tool with a Few Scalability Concerns **Rating:** 3.5/5.0 stars **Reviewed by:** SAURABH R. | Enterprise (> 1000 emp.) **Reviewed Date:** October 23, 2025 **What do you like best about SAS Viya?** I like SAS Viya's low code, no code interface because it allows people who don't know how to code to pretty much do everything. You can create dashboards, models from scratch, and data pipelines. It gives you the option to either code or use drag and drop. As a non-tech person, you can do almost anything you want on SAS Viya without ever writing code. That's something very unique. **What do you dislike about SAS Viya?** In my experience, when we tried to create reports which are quite extensive on SAS Viya, they tend to slow down a bit and get laggy, making me feel they're not that scalable. If the data keeps increasing, it might not scale as much as we want it to. I also have a complaint with SAS Intelligent Planning; the user interface is quite outdated and configuring it is complicated. The learning curve is quite steep, especially in today's age where tools are expected to be intuitive and easy to adapt. Additionally, installing SAS Viya can be complicated, with potential issues during installation and configuration. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya for creating data pipelines, dashboards, and predictive models. It provides end-to-end data capabilities and offers a low code, no code interface, empowering non-tech people to build models and reports without writing code. ### 22. Powerful, User-Friendly Analytics with an Intuitive Drag-and-Drop Interface **Rating:** 4.5/5.0 stars **Reviewed by:** Afifa J. | Student, Small-Business (50 or fewer emp.) **Reviewed Date:** April 29, 2026 **What do you like best about SAS Viya?** SAS Viya is a powerful yet user-friendly analytics platform that I genuinely enjoy working with. Its intuitive drag-and-drop interface makes building and running models straightforward, even without heavy coding knowledge. **What do you dislike about SAS Viya?** One drawback of SAS Viya is that the font size can be extremely small, making it difficult to read and navigate the interface comfortably. The platform can also feel overwhelming at first due to the sheer number of features and options available, which can be challenging for new users to get used to. Additionally, it can be slow to load at times, which interrupts the workflow when working on larger projects. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya has been really beneficial in simplifying complex data tasks. It helps me easily visualise data through clear charts and graphs, making patterns and trends much easier to identify. It has also made data analysis more straightforward and efficient, allowing me to draw meaningful insights quickly. ### 23. Fast Data Analysis, but Clunky Interface **Rating:** 4.0/5.0 stars **Reviewed by:** Shihab S. | Engineering Trainer, Mechanical or Industrial Engineering, Small-Business (50 or fewer emp.) **Reviewed Date:** April 24, 2026 **What do you like best about SAS Viya?** I like that SAS Viya was able to really analyze thousands and thousands of data in a very short time, which I think is pretty useful because I would like to work with governments and bigger organizations that have huge amounts of data. SAS Viya was able to analyze them very quickly and at a very reasonable time. It's really important that we're able to take in that data and analyze it because other software isn't as fast. They struggle with large amounts of data, but SAS Viya was able to analyze those data in a very short time. **What do you dislike about SAS Viya?** I felt like the SAS Viya interface was not very user-friendly in terms of finding files. It's very clunky compared to industry standards like Google products. It was difficult to locate folders and files, and we needed multiple training sessions just for the basics, which should be easily accessible for tech people. Also, the initial setup felt daunting and required watching multiple videos. As someone tech-savvy, I find this not very user-friendly. It scared me away initially, and I might not have returned if not for work obligations. There is a bit of an initial learning curve, making it a bit difficult to get started. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps analyze huge volumes of health data quickly, identifying crucial age groups needing support. It processes large datasets faster than other software, saving time. ### 24. Powerful, Cloud-Based Analytics Platform with Scalable ML and Visualization **Rating:** 4.0/5.0 stars **Reviewed by:** John M. | Medical, Enterprise (> 1000 emp.) **Reviewed Date:** February 06, 2026 **What do you like best about SAS Viya?** What I like best about SAS Viya is that it combines powerful data analytics, machine learning, and visualization into one modern, cloud-based platform. It allows users to process large datasets quickly using scalable computing while supporting multiple programming languages like SAS, Python, and R, which makes collaboration easier across teams. I also like that it integrates the entire analytics workflow from data preparation to model deployment and monitoring into a single system, helping organizations work more efficiently while maintaining strong data governance and security. **What do you dislike about SAS Viya?** One potential downside of SAS Viya is that it can have a steep learning curve, especially for users who are new to SAS or enterprise analytics platforms. The cost of licensing and implementation can also be high compared with some open-source alternatives, which may limit accessibility for smaller organizations. Additionally, while Viya supports multiple programming languages, some advanced customization can still feel more seamless within the SAS ecosystem, which may reduce flexibility for teams that primarily work in open-source environments. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya solves the challenge of managing and analyzing large, complex datasets efficiently while streamlining the entire analytics workflow in one platform. It helps by reducing the need to switch between multiple tools for data preparation, modeling, and deployment, which improves productivity and collaboration across teams. The platform’s scalable, cloud-based computing allows analyses to run faster and handle larger datasets, leading to quicker insights and better decision-making. For my medical projects, I needed quick and reliable statistical analyses, and SAS consistently provided accurate, reproducible results. Additionally, its built-in governance and model monitoring help ensure reliability, transparency, and compliance, which supports consistent and trustworthy outcomes. ### 25. Powerful Analytics Platform for Enterprise Risk and Financial Modeling **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** April 23, 2026 **What do you like best about SAS Viya?** SAS Viya offers a robust and modern platform for advanced analytics and modeling. The interface is clean and relatively intuitive, especially for users familiar with analytics tools, although its proprietary programming language involves a learning curve. I also appreciate that SAS Viya can connect with multiple data sources and platforms, making it highly flexible for enterprise environments and compatible with existing data ecosystems. Regarding performance, the platform is highly efficient, comparable to leading providers, particularly when handling millions of records. Its cloud-based architecture enables scalability and faster processing compared to traditional SAS 9. Although it is an expensive product, it provides reliable support, especially for regulated organizations. Finally, SAS Viya stands out for its strong machine learning and AI capabilities. It also offers specialized products for predictive modeling, risk modeling, and both batch and real-time scoring. Overall, SAS Viya is a comprehensive and powerful platform, well-suited for large organizations. **What do you dislike about SAS Viya?** One of the main drawbacks is its high cost, which makes it less accessible for small organizations. In our case, it is only used at the group´s headquarters due to budget constraints. I also find that the training and certification courses are still quite expensive. Making them more accessible would help promote the development of skilled professionals. Additionally, some essential features, such as connectors to other databases, are offered as add-ons that require additional licensing costs, which increases the overall investment. Finally, I find the CASL language challenging, as it has a steeper learning curve compared to the traditional macro-based SAS language. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps centralize financial calculations and risk indicators required by regulators into a single platform. Previously, these processes were handled using multiple tools, which made them more complex and less efficient. It also significantly improves time-to-production, as everything is integrated within the same platform. This reduces deployment times and streamlines the overall workflow. ### 26. SAS Viya: Cloud-Native, High-Performance Analytics with Flexible Language Support **Rating:** 5.0/5.0 stars **Reviewed by:** Sachin M. | Biostatistician, Enterprise (> 1000 emp.) **Reviewed Date:** February 05, 2026 **What do you like best about SAS Viya?** What I like most about SAS Viya is its cloud-native architecture and strong performance. It enables faster data processing through in-memory analytics, supports Python, R, and SQL alongside SAS, and offers convenient access via a web-based interface. Overall, these capabilities make analytics more scalable, collaborative, and flexible than in traditional SAS environments. **What do you dislike about SAS Viya?** What I dislike about SAS Viya is its steeper learning curve, particularly for users who are new to cloud environments. Migrating from SAS 9 can be complex, and the administration and licensing costs can be high. In addition, some traditional SAS features behave differently in Viya, which may require adaptation, retraining, and extra time to adjust. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya addresses common challenges in traditional analytics platforms, such as scalability limits, slow processing, and restricted integration options. It enables faster in-memory analytics, supports large and complex datasets, and integrates smoothly with Python, R, and cloud environments. For me, this translates into shorter run times, better collaboration, and a more efficient way to work on modern analytics tasks, including clinical and biostatistical workflows. ### 27. Easy Setup, Excellent Learning Pathways **Rating:** 3.5/5.0 stars **Reviewed by:** sahar z. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 21, 2026 **What do you like best about SAS Viya?** I use SAS Viya to learn machine learning training with and without code. I appreciate the SAS Viya Learner, which offers workshops, a platform, and datasets to learn and try things simultaneously. I like the simplicity of using the app and the workshops that help me to learn the ideas. The pathways in the workshops are particularly beneficial in guiding me towards my professional goals. Also, setting up the environment was pretty easy. **What do you dislike about SAS Viya?** I think starting something new can be tough because you're often biased against learning new things. It happened to me with SAS too, and at first, I questioned why I needed it. Also, I think there should be separate paths for people who are already in this field and those who are new, with different workshops for each group. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya to learn ML training both with and without code, finding simplicity in the app and helpful workshops for understanding professional goals. ### 28. SAS Viya: Scalable, In-Memory Analytics with Smooth Python and R Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) **Reviewed Date:** April 23, 2026 **What do you like best about SAS Viya?** What I appreciate most about SAS Viya is how it brings together data management, advanced analytics, and governance in a single, scalable platform. The in-memory processing really makes a difference when working with large datasets, and the integration with open-source tools like Python and R is much smoother compared to older SAS environments. It also feels much more flexible in terms of deployment (cloud, hybrid), which is important in real-world enterprise setups. **What do you dislike about SAS Viya?** One downside is the relatively high cost, especially for smaller teams. Also, some features can feel complex or less intuitive at first, requiring time and experience to fully leverage. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps address fragmented data workflows by centralizing data preparation, governance, and advanced analytics in one platform. From a consulting perspective, this reduces time spent stitching together tools and allows me to deliver end-to-end solutions faster, with better traceability and compliance for clients. ### 29. Effortless Interactive Dashboards with Real-Time, AI-Powered Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Janick N. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 15, 2026 **What do you like best about SAS Viya?** I like how easily it transforms raw data into interactive dashboards and visualizations. It also lets me build interactive dashboards and get AI-powered insights without a complex setup. I especially appreciate that we can create calculated columns and metrics, and that everything can stay up to date with real-time data. **What do you dislike about SAS Viya?** SAS offers comprehensive data preparation capabilities, with a clear focus on handling large volumes of data. I honestly don’t have anything negative to say. Features like chat and AI-powered search make reports easier to understand, and they’re genuinely useful for users. **What problems is SAS Viya solving and how is that benefiting you?** SAS analytics tools have improved our employees’ efficiency. We use them for data visualization, and the dashboards are fast and highly responsive. This helps us spot patterns and trends more quickly, and it also makes it easier to identify what works and what doesn’t. ### 30. Excellent Support and Easy Integration for Real-Time, Informed Decisions **Rating:** 4.5/5.0 stars **Reviewed by:** Miloud K. | Operations Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2026 **What do you like best about SAS Viya?** SAS Viya’s biggest strengths are its excellent team, its well-structured support system, and how easy it is to integrate. It gives our clients real-time visibility and helps us make informed decisions that support growth. **What do you dislike about SAS Viya?** Having a tool like SAS Viya that centralizes all our data sources in one place has been incredibly valuable. It also helps the team take almost any question and turn it into a practical solution. **What problems is SAS Viya solving and how is that benefiting you?** We analyze and measure data, primarily drawing from diverse sources, to better understand our performance and pinpoint opportunities for improvement and optimization. This approach helps us listen to customers and anticipate their needs. It also gives us clearer visibility into inquiries, which in turn strengthens confidence and trust in the data. ### 31. SAS Viya - A powerful and performant tool for analytics and modeling **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 12, 2025 **What do you like best about SAS Viya?** SAS Viya is designed to work smoothly with open-source technologies and standards, which makes it easier to integrate into existing systems and workflows. As a result, organizations can continue to leverage their current investments in tools and infrastructure while also taking advantage of SAS Viya’s advanced analytics capabilities. From an enterprise perspective, it also stands out for secure cloud integration, strong connectivity options, Git integration in SAS Studio, and capabilities that fit modern architecture and DevOps practices. **What do you dislike about SAS Viya?** It’s expensive, so you really need to look at the total cost of ownership (TCO) rather than focusing only on the upfront costs. When you evaluate it that way, make sure you also weigh the value SAS Viya provides. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya improves the agility of analytic talent by enabling analysts to work more efficiently and effectively. This is a meaningful, material improvement that can be quantified, and it helps justify investments in SAS. ### 32. Effective Data Analysis, Challenging Setup but Worthwhile **Rating:** 3.5/5.0 stars **Reviewed by:** Nicholas S. | Manager - ML Ops, Enterprise (> 1000 emp.) **Reviewed Date:** April 28, 2026 **What do you like best about SAS Viya?** I like that our Kubernetes deployment with SAS Viya makes it easier to address issues without impacting other aspects of the environment. I find ESP valuable due to our scale of time series data, and Intelligent Decisioning has allowed us to enhance alerting logic while increasing reliability. **What do you dislike about SAS Viya?** The out-of-the-box observability tools are sufficient, but we find ourselves needing to do a lot to get basic alerts set up. Some suggested alerts to start with would be great. I hear the initial setup was quite tough. I believe the conversion of SAF ESP models was the real challenge. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps us analyze process and commercial data, identifying process deviations and vibration anomalies. With Kubernetes deployment, we resolve issues without affecting our environment. ESP handles our scale of time series data, and Intelligent Decisioning improves alerting logic and reliability. ### 33. SAS Viya in the Cloud: Dramatic Performance Gains for Long-Running Code **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Small-Business (50 or fewer emp.) **Reviewed Date:** February 09, 2026 **What do you like best about SAS Viya?** Previously, we were using SAS 9.4 and ran into performance issues. One of the actuaries in our department was especially concerned because their code was taking more than 24 hours to finish. After moving to SAS Viya, that same code now completes in about 3 to 4 hours. Because our environment is hosted in the cloud, we see this as the primary driver behind the performance improvement. **What do you dislike about SAS Viya?** Since the environment is hosted by SAS, whenever we need to create a new user account, we have to submit a request to the SAS team to take care of it. In the same way, we don’t have direct access to storage, which makes it harder to investigate administrative issues or carry out admin-level tasks on our own. Also, because SAS Viya is browser-based, when there’s a network drop it can be difficult to tell whether the problem is on the SAS side or on our network, especially when we’re fetching data from the database. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps us automate and manage our daily operations efficiently. We send more than 1,000 emails to our stakeholders every day, and SAS Viya handles this process smoothly within our morning time window. Its processing speed is another major advantage. In addition, for actuarial work, SAS Viya supports models such as GLM, which are very helpful and easy for users to work with. ### 34. SAS Viya Review: A Powerful Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Aarsh B. | Technical officer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 08, 2026 **What do you like best about SAS Viya?** SAS Viya provides a unified, cloud‑native platform that combines advanced analytics and AI tools with strong flexibility for both coders and non‑technical users. It simplifies data preparation and visualization, integrates smoothly with existing systems, and supports tasks ranging from quick exploration to complex modeling. Its machine learning and governance features ensure enterprise‑level trust and transparency, while fostering accessibility and collaboration across teams. The onboarding process was seamless, and the supportive trainer enhanced the overall experience. **What do you dislike about SAS Viya?** While SAS Viya stands out as a robust analytics platform, it does come with a number of challenges. The cost can be a significant barrier for smaller teams, especially when compared to open-source options. The interface is generally user-friendly, but accessing and mastering advanced features often involves a steep learning curve, particularly for those new to SAS. Although integration with Python and R is available, it can feel unwieldy at times, and the platform's performance may fluctuate depending on the specific cloud environment. Additionally, the documentation sometimes lacks depth for more complex troubleshooting, which can make SAS Viya less suitable for organizations that prioritize flexibility and cost-effectiveness. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya unifies data preparation, analysis, and visualization into a single platform, eliminating the need to juggle multiple tools or teams. This integration enables faster reporting, smoother collaboration, and greater confidence in results. Automation reduces manual effort, while cloud scalability ensures long‑term relevance. Overall, the platform streamlines workflows and makes advanced analytics more accessible and efficient. ### 35. Fast and Powerful Analytics Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Mahmoud H. | DevOps, Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about SAS Viya?** What I like best about SAS Viya is its strong performance, fast processing, and how easily it integrates with cloud platforms. It supports advanced analytics and makes teamwork easier by keeping everything in one place **What do you dislike about SAS Viya?** What I dislike about SAS Viya is that it can be complex to configure, and it requires strong technical skills to manage in large environments **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya solves problems related to data processing, analytics, and model deployment. It helps me work faster by keeping data preparation, reporting, and machine learning in one platform. This reduces complexity and improves overall efficiency ### 36. Modern Analytics All-in-One: Statistics, AI/ML, and Data Management **Rating:** 4.5/5.0 stars **Reviewed by:** Nitin P. | Biostatistician, Mid-Market (51-1000 emp.) **Reviewed Date:** June 11, 2026 **What do you like best about SAS Viya?** It provides modern analytics in a single platform, combining statistical approaches, AI and machine learning techniques, along with data management. **What do you dislike about SAS Viya?** SAS viya is very expensive. It's require proper infrastructure requirements. It's is not flexible like R/Python **What problems is SAS Viya solving and how is that benefiting you?** I can integrate and prepare data from multiple sources within a single platform. SAS Viya also includes built-in statistical models, which makes it easier to get started without having to set everything up from scratch. ### 37. SAS Viya Useful for Statistical Analyses and Great platform for Big Data Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Pramod P. | Biostatistician and SAS programmer , Pharmaceuticals, Mid-Market (51-1000 emp.) **Reviewed Date:** December 14, 2024 **What do you like best about SAS Viya?** Currently, I am working as a Statistical SAS programmer. I mostly needful for SAS software. Our organization highly appreciated sas due to its high security. time orientation inbuilt output. Less coding as compared to other softwares. It is so easy and fast running process software. I love most statistical sas software and joyful for my job. **What do you dislike about SAS Viya?** My experience says that, we didn't dislike anything about sas because we mostly used sas viya and nun of any error fond it. It's customer care service highly appreciated so, we love it. **What problems is SAS Viya solving and how is that benefiting you?** SAS viya solved our problems like most timely delevery to market. Good graphical presentation. It's table, listing and figures well and so accurate. It solved complex statistical techniques and many more statistics coverd in proc steps. It is so easy to our calculations part. ### 38. Fresh Lessons and New Perspectives with Every Challenge **Rating:** 5.0/5.0 stars **Reviewed by:** Jamela A. | Admin Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** April 11, 2026 **What do you like best about SAS Viya?** There's a lot to learn, it's not about the challenges and the rewards that we can get, but it is more about the lesson or new idea and perspective that we can get after finishing a task or challenges. **What do you dislike about SAS Viya?** Maybe, about how limited the challenges is, and some of the challenges is a bit hard but it's fine. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps solve the hassle of dealing with scattered data tools and unclear AI decisions by bringing everything into one platform, making it easier for me to analyze data, trust the result, and make faster,more confident decisions. ### 39. Powerful Data Insights, Needs Better Compatibility **Rating:** 4.0/5.0 stars **Reviewed by:** Alhussien N. | DevOps Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 23, 2025 **What do you like best about SAS Viya?** I like how SAS Viya can integrate with other systems and show dashboards. I appreciate the great things it can do with data, like creating charts, AI models, and data indexing. These features help us a lot with taking decisions and with many other things. **What do you dislike about SAS Viya?** I have issues with compatibility with other applications when using SAS Viya. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya to integrate with other systems and show dashboards. It helps us a lot with taking decisions, making great things with data like charts, AI models, and data indexing. ### 40. Scalable, Stable, and Speedy Analytics Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Venkata Bhaskar G. | A, Small-Business (50 or fewer emp.) **Reviewed Date:** May 04, 2026 **What do you like best about SAS Viya?** I use SAS Viya as an enterprise analytics and AI platform to build and deploy models for risk management and fraud detection. I like the enterprise data governance capabilities and the scalability, speed, stability, and support it offers. SAS Viya enables large-scale data processing, regulatory reporting, and faster model governance. I also appreciate its enterprise-friendly nature and the fact that it's easier to set up than traditional SAS. **What do you dislike about SAS Viya?** I find SAS Viya could be more user-friendly for non-technical users. The UI simplicity and ease of onboarding could be improved compared to cloud native analytic tools. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya for building models for risk management, fraud detection, and handling regulatory complexities. It enables large-scale data processing and faster model governance. ### 41. Integrated Ecosystem, but Greater Flexibility is Needed **Rating:** 4.0/5.0 stars **Reviewed by:** Ilaria A. | Enterprise (> 1000 emp.) **Reviewed Date:** April 24, 2026 **What do you like best about SAS Viya?** I like the integrated ecosystem of SAS Viya. I appreciate how the ecosystem connects SAS Enterprise Guide or SAS Studio with CAS, allowing me to take the dataset from CAS and immediately create charts with Viya. It is a great addition to the package of programs we use. **What do you dislike about SAS Viya?** I don't like the rigidity and having to create custom charts even for simple things, like a histogram or a line chart, where only one variable can be placed on the axes. I believe it's necessary to add flexibility and simplify some processes and layouts. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya to create dashboards with data automatically updated weekly, using value boxes and rules to determine factors. I appreciate the integrated ecosystem with Enterprise Guide and SAS Studio to quickly make charts. ### 42. User-Friendly Low-Code/No-Code Functionality That Delivers **Rating:** 5.0/5.0 stars **Reviewed by:** Tushar S. | Team Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** April 15, 2026 **What do you like best about SAS Viya?** Low code no code functionality and user friendly interface **What do you dislike about SAS Viya?** It usually takes heavy infrastructure to setup the environment, if we can reduce that then it would be helpful for customers. I mean even for bare minimum infra it is too much of a cost **What problems is SAS Viya solving and how is that benefiting you?** We solve multiple problems for our customers as we are SAS partners, for example implement SAS AML and making bank to comply with RBI policies. Another one is creating golden records for state level citizen datahub. There so many more. ### 43. Steep Learning Curve Transitioning from SAS 9 to SAS Viya **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Enterprise (> 1000 emp.) **Reviewed Date:** July 13, 2026 **What do you like best about SAS Viya?** Its cloud-based, user-friendly environment that combines SAS programming, advanced analytics, and visual reporting in one platform, making data analysis faster, more collaborative, and scalable. **What do you dislike about SAS Viya?** One limitation of SAS Viya is that the transition from traditional SAS can involve a learning curve, especially for users accustomed to SAS 9. Additionally, some legacy workflows and custom programs may require adaptation when moving to the Viya environment. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya solves challenges related to scalability, collaboration, and processing large datasets by providing a cloud-based analytics platform. For me, this means faster execution of analyses, easier sharing of results across teams, and the ability to work more efficiently with large clinical trial datasets without being limited by local computing resources. ### 44. Powerful, Scalable Analytics with User-Friendly Cloud Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Osama H. | DevOps Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 01, 2025 **What do you like best about SAS Viya?** What I like best about SAS Viya is its ability to combine powerful analytics with a modern, cloud-native architecture. It provides a unified platform where data preparation, machine learning, reporting, and model deployment all happen in one place. The scalability is excellent because it runs on Kubernetes, which makes it easy to handle large workloads and integrate with existing cloud environments. I also appreciate how user-friendly it is for both technical and non-technical users — from data scientists who prefer coding to business users who rely on visual interfaces. This combination of flexibility, performance, and ease of collaboration is what really stands out. **What do you dislike about SAS Viya?** While SAS Viya is a powerful analytics platform, there are a few areas that could be improved: High learning curve: Some advanced features can feel complex for new users, especially those without prior SAS experience. Cost and licensing model: Viya can be relatively expensive for organizations with limited budgets. Resource consumption: The platform can be heavy on infrastructure resources, which requires strong hardware or cloud capacity. User interface complexity: Although it has improved over time, some parts of the UI can still feel less intuitive compared to newer analytics tools. Integration challenges: Integrating Viya with certain external systems or custom pipelines sometimes requires additional effort. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps unify data processing, analytics, and machine learning in one platform. It solves the problem of having scattered tools by providing a single environment where teams can access data, run models, share results, and deploy analytics faster. This improves productivity, reduces manual work, and ensures consistent, reliable insights. ### 45. Efficient Analytics Tool with Intuitive Interfaces **Rating:** 4.5/5.0 stars **Reviewed by:** YOOJUNG P. | Marketing Executive **Reviewed Date:** February 15, 2026 **What do you like best about SAS Viya?** I appreciated SAS Viya's straightforward approach in providing detailed keyword and sentiment analysis, as well as its ability to show correlations between keywords. I loved the term map and sentiment analysis features because they show correlations between all keywords and classify them which is very helpful. I also found the data it provided to be clear, making it easy to identify trends. Another feature I liked was the flexibility to use both visual and programming interfaces, particularly with R, allowing me to customize categories for analysis. Additionally, the initial setup was easy, and the examples provided were clear. **What do you dislike about SAS Viya?** It's just that there are some codes that require more rules and they are not specified in description pages. It would be nice if the examples could be expanded. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps me analyze large datasets, offering detailed sentiment and keyword analysis. It gives clear data and trends with features like term map, showing keyword correlations while allowing customization using visual and programming interfaces like R. ### 46. Cloud-Native Powerhouse for Advanced Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Rena P. **Reviewed Date:** February 13, 2026 **What do you like best about SAS Viya?** I particularly like SAS Viya's cloud native architecture and scalability, enabling seamless integration of data preparation, advanced analytics, and machine learning within a single platform. The user-friendly UI combined with powerful statistical capabilities makes it efficient for both technical users and business stakeholders. I appreciate its strong governance, model management, and deployment capabilities, which make transitioning from development to production very smooth and reliable. **What do you dislike about SAS Viya?** I believe while SAS Viya is a very powerful analytics platform, there is still room for improvement in terms of ease of onboarding and cost structure. The learning curve can be steep for new users, especially when transitioning from open-source ecosystems like Python. Additionally, deeper integration and flexibility with certain third-party tools, and more streamlined UI workflows, could further enhance the product's usability. Also, expanding community resources and documentation would be helpful for smoother adoption for smaller teams. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya solves challenges in large-scale data processing and model deployment, streamlining data preparation, reducing manual analysis time, and enabling scalable workflows. It enhances collaboration through centralized management and accelerates decision-making with efficient insights from complex data. ### 47. Easy Setup, Effective Analysis but Limited Collaboration **Rating:** 4.0/5.0 stars **Reviewed by:** Saurabh P. | Project Consultant, Education Management, Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2026 **What do you like best about SAS Viya?** I use SAS Viya for my University assignments and personal projects, and it makes my work easier because of its ease of use and simplicity, which saves me a lot of time. I particularly like how I can connect different nodes to see final results, which helps a lot with analysis. Connecting nodes allows me to see final results and different values like precision and F1 scores. Also, the initial setup is super easy and hassle-free. **What do you dislike about SAS Viya?** I personally do not like how SAS Viya does not have a way of working with a team together. If I'm working with my team and I need to share some ideas or connect my ideas with my teammates, I feel it is not possible because there are no cloud sharing options. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya makes my work easier with its ease of use and simplicity, saving me a lot of time. I like connecting different nodes to see final results, which aids my analysis. ### 48. Seamless Data Management with Robust Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Ria A. | Graduate Research Associate, Mid-Market (51-1000 emp.) **Reviewed Date:** February 05, 2026 **What do you like best about SAS Viya?** I like SAS Viya for its powerful analytics combined with a very intuitive interface, which lets me move seamlessly from data preparation to modeling to visualization all within the same environment, without having to constantly switch tools. This seamless transition keeps my workflow connected and reproducible, reducing errors and saving time as I don't need to export files or switch platforms. I also appreciate how it allows for efficient management and analysis of large datasets. The setup was relatively smooth because of its easy-to-navigate interface. **What do you dislike about SAS Viya?** One area that could be improved is flexibility compared to open-source tools. While SAS Viya is powerful, I sometimes feel it can be less customizable than environments like Python, especially when I want to implement very specific or cutting-edge methods. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya helps me manage large complex datasets and offers tools for data cleaning, transformation, and advanced statistical analyses. It saves me time, reduces errors, and keeps my workflow connected from preparation to visualization. ### 49. Scalable Cloud Analytics with Powerful Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Business Supplies and Equipment | Small-Business (50 or fewer emp.) **Reviewed Date:** October 23, 2025 **What do you like best about SAS Viya?** I use SAS Viya for end-to-end data management and deploying machine learning models to optimize business operations. It eliminates data silos by providing a unified cloud platform where our team can collaborate on large-scale analytics. I really appreciate the high-performance cloud analytics service (CAS) engine that allows for rapid processing of massive enterprise datasets. The seamless integration with Python and Microsoft Office makes it the perfect choice for my profession. We migrated from an older on-premise SAS environment to leverage the improved scalability and cloud-native architecture of SAS Viya. The deployment was managed by our IT team and was very efficient. **What do you dislike about SAS Viya?** The administrative side of managing user permissions and cloud resources can be overly complex for smaller IT teams. **What problems is SAS Viya solving and how is that benefiting you?** I use SAS Viya for end-to-end data management and deploying machine learning models. It eliminates data silos by providing a unified cloud platform, allowing my team to collaborate on large-scale analytics. ### 50. Fast, Cloud-Compatible, Yet Code-Heavy **Rating:** 4.0/5.0 stars **Reviewed by:** Nazmul R. **Reviewed Date:** February 06, 2026 **What do you like best about SAS Viya?** I use SAS Viya to teach my students analytics methods, and I really appreciate that it's a web-based platform, so we don't need to deal with software updates or admin approvals. It's also faster than the standard platform and can be accessed from the cloud. I think the main feature is that it is lightweight, fast, and can be used across a variety of device types. I find it student-friendly and relatively easy to learn, with a lot of helpful resources available to dive deeper into. **What do you dislike about SAS Viya?** It is still code-heavy and some students find it challenging. It would be nice to have some kind of code helper for the platform. The initial setup was not very hard but could have been easier. **What problems is SAS Viya solving and how is that benefiting you?** SAS Viya saves us from dealing with software updates and admin approvals, conserving our computing resources. It's faster than standard platforms, usable from the cloud, and student-friendly, making analytics methods easier to learn. ## SAS Viya Discussions - [What is SAS Visual Data Mining and Machine Learning used for?](https://www.g2.com/discussions/what-is-sas-visual-data-mining-and-machine-learning-used-for) - 2 comments - [View SAS Viya pricing details and edition comparison](https://www.g2.com/products/sas-sas-viya/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-18+18%3A41%3A55+-0500&secure%5Bsession_id%5D=df699c97-a665-4037-aa16-6945f9b624a3&secure%5Btoken%5D=85350fa5a0a8bb17d5f587e86b2cec7ff8dc381b5368ebcaaffb0e9e954b407a&format=llm_user) ## SAS Viya Integrations - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) - [Base SAS](https://www.g2.com/products/base-sas/reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 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[SAS/ACCESS Interface to Impala](https://www.g2.com/products/sas-access-interface-to-impala/reviews) - [SAS Data Integration Server](https://www.g2.com/products/sas-data-integration-server/reviews) - [SAS Enterprise Guide](https://www.g2.com/products/sas-enterprise-guide/reviews) - [SAS Studio](https://www.g2.com/products/sas-studio/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [VMware Greenplum](https://www.g2.com/products/vmware-greenplum/reviews) ## SAS Viya Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Source Access** - Breadth of Data Sources - Ease of Data Connectivity - API Connectivity **Data** - Data Processing - Data Sources - Integration - Real-Time Processing **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Administration** - Quality Control - Data Sampling - Collaboration **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **System** - Data Ingestion & Wrangling **Data Preparation** - Connectors - Data Governance **Financial Planning** - Extended Planning - Reporting - Integration **Management** - Data dictionary - Data Replication - Query Language - Data Modeling - Performance Analysis **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Integration** - Data - Applications **Setup** - Integration - Maintenance - No-Code **Integration - Machine Learning** - Integration **Agentic AI - Accounting & Finance** - Autonomous Task Execution **Agentic AI - FP&A (Financial Planning & Analysis) ** - Proactive Assistance - Decision Making **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Financial Insight** - Budgeting - Forecasting - Planning **Data Interaction** - Profiling and Classification - Metadata Management - Data Modeling - Data Joining - Data Blending - Data Quality and Cleansing - Data Sharing - Data Governance **Analytics** - Reporting & Analytics **Compliance** - Sensitive Data Compliance - Policy Enforcement - Compliance Monitoring **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Management** - Cataloging - Monitoring - Governing - Model Registry **Model Development** - Feature Engineering **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Maintenance** - Data Migration - Backup and Recovery - Multi-User Environment **Security** - Access Control - Roles Management **Operations** - Metrics - Infrastructure management - Collaboration **Business Logic** - Authoring Business Logic - Testing Business Logic - Model Development **Data** - Security - Data Visualization **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Data Analysis** - Analysis - Data Interaction **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Data** - Data Visualization - Data Analysis - Custom Reporting - Reporting Templates **Data Exporting** - Breadth of Integrations - Ease of Integrations - Data Workflows **Data Quality** - Data Preparation - Data Distribution - Data Unification **Methodology** - ANOVA Support - Regression - Time Series Analysis **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Security** - Data Encryption - User Access Control **Maintainence** - Data Quality Management **Management** - Cataloging - Monitoring - Governing **Management** - Catalog - Collaboration **Analysis** - Automation - Named entity recognition - Keyphrase Extraction - Topic Analysis - Sentiment Analysis - Language Identification - Syntax/Part of Speech Parsing **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Deployment** - Managed Service - Application - Scalability **Status Communication** - Collaboration - Version Control - Real-Time Data Updates - Scorecards **Functionality** - Identification - Correction - Normalization - Preventative Cleaning - Data Matching **Analytics** - Impact analysis - Simulation **Customization** - Pre-Built Parameterization - Custom Extension - Compositionality **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 **Management** - Reporting - Automation - Quality Audits - Dashboard **Deployment** - Application Development - Integration **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making **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 **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Agentic AI - Decision Management Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **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 SAS Viya Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,321 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.5/5.0 (707 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (845 reviews)