--- title: Panaya Smart Testing and Change Intelligence Reviews meta_title: 'Panaya Smart Testing and Change Intelligence Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 540 reviews by the users' company size, role or industry to find out how Panaya Smart Testing and Change Intelligence works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 540 scale: '5' date_modified: '2026-07-12' parent_category: name: Generative AI url: https://www.g2.com/categories/generative-ai --- # Panaya Smart Testing and Change Intelligence Reviews **Vendor:** Panaya LTD **Category:** [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools) **Average Rating:** 4.5/5.0 **Total Reviews:** 540 ## About Panaya Smart Testing and Change Intelligence Panaya is a SaaS-based company certified by SAP, Oracle, and Salesforce.com. It offers an all-in-one platform for Smart Testing solutions and Change Intelligence tailored for ERP, CRM, and cloud business applications. Panaya accelerates and de-risks digital landscapes with AI-powered Test Automation, Test Management, and Impact Analysis. Panaya's focus on ease of use and an intuitive interface ensures seamless collaboration between business and IT, empowering business users and IT professionals to gain real-time visibility and control over their projects. This capability enables faster releases and continuous delivery of high-quality software. Since its founding in 2006, over 3,000 companies across 62 countries, including a third of the Fortune 500, have trusted Panaya to drive rapid, quality testing and change management in their enterprise business applications. ## Panaya Smart Testing and Change Intelligence Pros & Cons **What users like:** - Users appreciate the **ease of use** of Panaya Smart Testing, finding it simplifies testing and documentation significantly. (61 reviews) - Users value the **streamlined testing capabilities** of Panaya, enhancing efficiency in documenting and managing SAP ECC 6 changes. (53 reviews) - Users value the **time-saving features** of Panaya Smart Testing, enhancing productivity and smoothing out testing processes. (30 reviews) - Users appreciate the **user-friendly automation** of Panaya Smart Testing, enhancing efficiency and simplifying training on SAP applications. (25 reviews) - Users value the **intuitive user interface** of Panaya Smart Testing, facilitating easy implementation and seamless integration. (23 reviews) - Users appreciate the **helpful support and intuitive design** of Panaya, enhancing their overall testing and change management experience. (21 reviews) - Intuitive (20 reviews) - Users value the **responsive customer support** of Panaya Smart Testing, ensuring quick assistance whenever needed. (18 reviews) - Users value the **efficient tracking and management** features of Panaya, which improve workflow and communication significantly. (17 reviews) - Functionality (16 reviews) **What users dislike:** - Users experience **testing difficulties** due to accidental data loss and navigation issues, hindering effective defect logging. (17 reviews) - Users experience **recording issues** with Panaya Smart Testing, causing complications during evidence capture and slowing down testing. (14 reviews) - Users find the **learning curve challenging** due to initial setup complexities and navigation unfamiliarity. (13 reviews) - Users experience **slow performance** in various aspects, especially within Citrix and SAP environments, affecting usability. (13 reviews) - Users note several **missing features** in Panaya, such as automated task assignments and video recording options. (12 reviews) - Insufficient Information (10 reviews) - Setup Difficulty (10 reviews) - Difficult Setup (8 reviews) - User Difficulty (8 reviews) - Slow Loading (7 reviews) ## Panaya Smart Testing and Change Intelligence Reviews ### 1. Panaya Review of a big testingphase **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Wholesale | Enterprise (> 1000 emp.) **Reviewed Date:** June 09, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Good structure and filtering to find requirements and defacts **What do you dislike about Panaya Smart Testing and Change Intelligence?** Panaya has short timewindows after which you get kicked of the session and you have to login again **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I used it for development. It was good for organizing my work and setting reminders. ### 2. Great tool for Project Management and ERP implementation **Rating:** 4.5/5.0 stars **Reviewed by:** Andres d. | ERP Deployment lead, Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2023 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya is a very intuitive tool, and it has everything we need for project management. It also provides a clear picture of where we are at any time, which makes it the best tool I’ve used. **What do you dislike about Panaya Smart Testing and Change Intelligence?** The only thing I’d say is complicated is the interface for recording directly from the ERP; there’s nothing wrong with the tool or with our internal connection. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Its a great tool for EPR deployment tracking and Testing. ### 3. Accurate Impact Analysis and Faster, More Reliable Regression Testing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** January 28, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya Smart Testing and Change Intelligence provides highly accurate impact analysis that helps us understand exactly what will be affected by any change. Its user‑friendly interface, automated workflows, and end‑to‑end traceability make regression testing significantly faster and more reliable. The clear dashboards, reusable test scripts, and seamless integration with enterprise systems greatly improve planning, execution, and collaboration across teams. **What do you dislike about Panaya Smart Testing and Change Intelligence?** The platform works extremely well overall, but occasional delays in loading detailed reports can slow down the workflow a bit. Aside from that, I have not faced any major issues—the tool continues to perform reliably and consistently supports our testing needs. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya Smart Testing and Change Intelligence helps us identify the exact impact of every change, reducing risk and eliminating unnecessary testing efforts. It streamlines our end‑to‑end testing process, improves defect detection, and accelerates releases with greater accuracy and confidence. This has significantly enhanced productivity, reduced rework, and improved overall quality in our delivery cycles. ### 4. Efficient Testing with Custom Challenges **Rating:** 4.0/5.0 stars **Reviewed by:** Susan K. **Reviewed Date:** January 20, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I like that Panaya Smart Testing and Change Intelligence captures the evidence automatically. It's easy to copy tests from one project to another. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Some sections of the test are harder to update, especially when dealing with a large number of requirements. The data tab is a little tricky to use and not easy to copy and paste information into, which led us to find a workaround by creating custom fields, which works better. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya Smart Testing and Change Intelligence is a huge time saver for collecting evidence and managing handoffs between testers. It lets us build an extensive test archive for reuse in future projects. Automatic evidence capture and easy test copying really streamline our work. ### 5. Effortless Documentation, Exceptional Performance **Rating:** 5.0/5.0 stars **Reviewed by:** Lucas P. | IT Applications Specialist II **Reviewed Date:** December 03, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** I really appreciate how Panaya Smart Testing and Change Intelligence streamlines the process of generating test evidence for changes and improvements in SAP ECC 6. The tool significantly reduces the time needed to create documentation, which is particularly valuable when facing time constraints. This efficiency leads to a better performance in managing those procedures. I also love how easy it is to perform the activities within the application, as Panaya effectively backseats my tests and autonomously generates the necessary documentation, which saves a considerable amount of time and effort. The usability of Panaya is remarkable, as these functionalities make complex tasks much simpler and efficient. **What do you dislike about Panaya Smart Testing and Change Intelligence?** For now i don't have anything to dislike in Panaya. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence to generate structured test evidence and reduce documentation time, enhancing my team’s performance with ease. ### 6. Complete Flow for testing processes **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** May 05, 2022 **What do you like best about Panaya Smart Testing and Change Intelligence?** Its great that every task can be given to the expert who is able to test his own step inside the workflow **What do you dislike about Panaya Smart Testing and Change Intelligence?** would be great if there is a chance to change the tester, maybe with approval step of leader for the process flow testing **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** We test the complete workflow in SAP to see if all necessary results are as expected. Also we would like to bring as many end users into test environment as possible. So we get very fast at cut over because end users know the new system. Trainers know who is trained and via evidence the Trainer sees via evidence if End user is doing the right thing. ### 7. User-Friendly with In-Depth Reporting **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User **Reviewed Date:** June 10, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I find Panaya Smart Testing and Change Intelligence very user-friendly, which makes it easy to run and view test scripts and defects. I also like the reporting functionality, as it provides an in-depth daily update, which is really helpful for our ongoing work. **What do you dislike about Panaya Smart Testing and Change Intelligence?** N/A **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence to centralize issues, create process transparency, and prioritize problems. Its user-friendly interface and detailed reporting help by making test scripts easy to manage and providing in-depth daily updates. ### 8. Friendly Platform that Improves Test and Change Management **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about Panaya Smart Testing and Change Intelligence?** I admire the user-friendly environment of Panaya Smart Testing and Change Intelligence, which turns test management into an intuitive and simple process. The platform not only facilitates automation through script creation and bulk uploads, but also supports massive changes and allows for the recording of evidence. This professional environment helps me manage tests and users efficiently. I also greatly appreciate the continuous growth of the applications, which suggests an ability to constantly adapt and improve with the users' needs. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Its environment could be improved via API for linking data created with other tools, such as reporting or artificial intelligence tools. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence to manage SAP testing, automate scripts, and efficiently manage changes, improving collaboration with a professional and friendly environment. ### 9. Easy to Use and Reliable **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 03, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I think the best part is the ease of use and the reliability. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Sometimes it doesn't work with our SAP system, but that's been resolved. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It's making it easy to record test cases which saves me time. ### 10. Great UI and Seamless SAP & AI Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Venu . | IT Solutions Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** June 11, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Great UI and integration with SAP , and using AI integration **What do you dislike about Panaya Smart Testing and Change Intelligence?** No it is very good tool to track your project progress **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** major data centralization and automation , SAP integration and recording ### 11. Seamless SAP Integration and Excellent User Experience **Rating:** 4.5/5.0 stars **Reviewed by:** José B. | SAP Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** December 18, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** The integration with SAP is seamless, and the user experience is excellent. **What do you dislike about Panaya Smart Testing and Change Intelligence?** At this time, I have no further comments or suggestions to offer. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Because the integration with SAP is seamless, I find that it saves a significant amount of time when performing tests, which is a major advantage. ### 12. PANAYA , a smart way to manage your tasks. **Rating:** 5.0/5.0 stars **Reviewed by:** Avinash G. | Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 23, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Using PANAYA since while, it's easy to track assigned tasks, step status, action pending with whome and alongside defects raised for concern steps. It's all at same place, really convenient. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Sometimes it's very tiring to view evidence in tests or tasks, like everytime we have to download it to see, also if we can download all evidence from perticular test script in zip file it will be helpful. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It's helpful in managing test progress monitoring also for quick summary of ongoing task for me and my team. ### 13. Perfect for Recording Test Activities with Complete Evidence **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** June 03, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** It helps me record every activity on the test properly, with all evidences. **What do you dislike about Panaya Smart Testing and Change Intelligence?** There is not much to dislike. I can record and maintain tasks without any hiccup. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It is helping me save time ### 14. Easy-to-Use SAP Integration with Step-by-Step Logging **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** June 09, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Integrated with SAP recording and steps by steps logging. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Everything features look good and easy to use. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya Smart Testing and Change Intelligence helps me with compliance issues. ### 15. Automatic Evidence Capture Makes Testing Quicker and Easier **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I like the automatic evidence capturing - it makes testing quicker and easier **What do you dislike about Panaya Smart Testing and Change Intelligence?** There is not currently anything I do not like about it **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Testing is streamlined which saves time ### 16. Easy Step Navigation and Evidence Recording for Solo Testers **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Business Supplies and Equipment | Mid-Market (51-1000 emp.) **Reviewed Date:** June 09, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** It's nice that a single tester can easily navigate through the steps, and record the evidence, without slowing down to have to manually capture data. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Sometimes it was disappointing when the system did not capture our evidence. On a longer script, it may mean going back many steps to recreate a scenario on end-to-end processes. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Accurate and thorough documentation for audit. ### 17. Effortless Setup with Great Support, Needs Better Reporting **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User | Mid-Market (51-1000 emp.) **Reviewed Date:** June 04, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I use Panaya Smart Testing and Change Intelligence for project testing. I appreciate the video recorder, which is really beneficial for my testing activities. The setup was very easy, and I received good support from the Panaya team. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Need more Reporting functions, dashboard tools **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence for project testing, capturing screenshots and evidence, and planning. ### 18. Assertive notifications and evidence prints that save time **Rating:** 5.0/5.0 stars **Reviewed by:** Teresa CRISTINA d. | Analista Jr, Enterprise (> 1000 emp.) **Reviewed Date:** January 27, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Very important is the assertiveness of notification for the next phase and the comfort and time-saving in the prints of the evidence. **What do you dislike about Panaya Smart Testing and Change Intelligence?** At the moment I have no criticisms, but a notification alert could come up to 6 hours after the first notification. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** deliver a test with time accuracy and evidence ### 19. Implementation of Oracle coin Panaya **Rating:** 5.0/5.0 stars **Reviewed by:** Francisco E. | Manager TI, Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya is a highly intuitive test management solution that allows for quick adoption in any project. It offers robust functionalities for the loading and execution of automated scripts, defect tracking, and real-time generation of customized reports, all integrated into a collaborative environment that optimizes traceability and efficiency in every phase of the testing cycle. **What do you dislike about Panaya Smart Testing and Change Intelligence?** At the moment, I don't have a specific topic other than I would like them to include more graphics in the reports. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** During the global implementation of Oracle Cloud, I used Panaya as a key tool for project lifecycle management. Panaya allowed me to automate testing, ensure traceability of changes, and minimize risks by proactively identifying potential impacts on existing processes. Thanks to this platform, I managed to optimize execution times, ensure quality at each phase, and facilitate collaboration among the teams involved globally, contributing to the success of the Oracle Cloud implementation in the organization. ### 20. Simple, Well-Structured Layout Makes Panaya Easy to Use **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** June 10, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I like the structure and layout of Panaya. It’s simple and easy to use. **What do you dislike about Panaya Smart Testing and Change Intelligence?** I don’t like that, when I go to the test list, it sometimes shows my tasks and other times it shows other people’s tasks. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It clearly shows what you need to test and guides you through it step by step. ### 21. User-Friendly UI Boosts SAP Testing **Rating:** 5.0/5.0 stars **Reviewed by:** Sandra B. **Reviewed Date:** December 10, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** I like Panaya Smart Testing and Change Intelligence for its user-friendly UI, which is particularly effective for beginners as it doesn't require much training before they can start using it. **What do you dislike about Panaya Smart Testing and Change Intelligence?** We're not yet able to make the most of Panaya's features due to our lack of guidelines on using Panaya. We haven't provided our users standards to use Panaya, so each team uses Panaya in their own way, making data analysis a bit more difficult. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence for managing Worksoft scripts and SAP testing. It provides a user-friendly UI, which is especially helpful for beginners who don't need much training. ### 22. Smooth, Fluid Testing and Stakeholder Collaboration **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** June 10, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** The fluidity of tests and interactions between all the stakeholders **What do you dislike about Panaya Smart Testing and Change Intelligence?** Too much mail notifications, sometimes for minor changes **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** When we track tests in Excel, it’s hard to know who is responsible for the next step, and to be sure that the person knows what to do and when to do it. ### 23. Clear, Easy-to-Understand User Interface **Rating:** 4.5/5.0 stars **Reviewed by:** Prathmesh C. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** February 09, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Good and Easy to understand user interface **What do you dislike about Panaya Smart Testing and Change Intelligence?** It doesn’t include an option on the home screen to change the defect status. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It helps track defects in each cycle and keeps the business updated on progress. ### 24. Panaya Tool Experience and Feedback **Rating:** 4.0/5.0 stars **Reviewed by:** Ganesh G. | SAP Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Me and My Team is Using Panaya from Last couple of months to Do Automation Of SAP ERP transactions and Business Processes. Panaya is very good tool and Easy to use and easy to learn, we are recording the Script of SAP Transaction and business process from SAP GUI and web based fiori application as part of automation Process. it has Agent Testing also with which we can test recorded Script on Server **What do you dislike about Panaya Smart Testing and Change Intelligence?** Panaya is New tool, and Panaya team is proactively Improving the Tool to co-operate with complex business Scenario. I faced some issue while testing and recording the Script but after raising Support ticket in Troubleshooting mode, Panaya team fixed that issue in very next update of there Tool or Software. also still there are some issue, but I am sure they will definitely fix those issue in upcoming updates. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya is automating complex business scenario's of ERP by providing them a tool which automates there day to day transactions. with the Panaya automation they can automate there activities in ERP and focus on other business aspects which will improve there productivity towards the business. ### 25. Effortless Defect Tracking and Organized Test Scripts **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Farming | Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** That the test scripts can have their own steps and the related defects are also easily found. No additional tracker is needed for that. **What do you dislike about Panaya Smart Testing and Change Intelligence?** I could not find an option to restart the test and handle the steps separately from the first try. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I am not sure I understand the question, but if you want to know about the benefits - previously in projects we worked with excel tables. One tracker for the test details. Another tracker for the defects, and sometimes another tracker (yes, a new one) for defects shared with the relevant departments. Panaya makes it easier, one place, one 'tracker'. ### 26. Driving ERP agility: A survey on panaya's impact **Rating:** 4.5/5.0 stars **Reviewed by:** Darshan K. | Associate consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** What I like best about panaya smart testing and change intelligence is its AI-Powered codeless test automation, Which simplifies testing for non-technical users, The platform's ability to automatically generate test scripts and adapt a UI changes in real time, as seen in it's autonomous self-healing test automation eliminates the need of constant script maintenance, making it highly efficient and also the customer support is good. **What do you dislike about Panaya Smart Testing and Change Intelligence?** the platform can be slow at times and it take several minutes to reload and it shows inaccurate information when added filters. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya automates test creation, execution, and documentation. In large ERP systems, a small change can have unexpected ripple effects. Panaya analyzes code and configuration changes to predict what will break. Teams often struggle to track test coverage, defects, and progress. Panaya provides dashboards and real-time analytics for better decision-making. Manual regression testing slows down releases. Panaya accelerates testing and validation, enabling faster go-lives. Disconnected teams and tools lead to miscommunication. Panaya centralizes test management and fosters collaboration across QA, Dev, and Business teams. Benifits: Faster Time to Market: Reduces testing cycles by up to 50%, enabling quicker deployments. Reduced Risk: Change impact analysis helps avoid costly production issues. Improved Quality: Automated testing ensures consistent and thorough validation. Better Compliance: Audit trails and documentation support regulatory requirements. Enhanced Productivity: Teams spend less time on repetitive tasks and more on innovation ### 27. Boosting Confidence Before Oracle Go-Live with Panaya **Rating:** 4.5/5.0 stars **Reviewed by:** Bogdan B. | Head of Logistics Excelence, Mid-Market (51-1000 emp.) **Reviewed Date:** June 11, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** What I like best about Panaya Smart Testing and Change Intelligence is its ability to provide clear impact analysis and traceability across Oracle ERP changes. It saves a lot of time by identifying exactly what needs to be tested, reducing unnecessary effort. The test management interface is intuitive, allowing both technical and business users to collaborate easily. I also appreciate the real-time visibility into test progress and automated documentation, which supports compliance and audit readiness. Overall, it increases efficiency, reduces risk, and gives greater confidence during critical project phases like go-live. **What do you dislike about Panaya Smart Testing and Change Intelligence?** While Panaya offers strong functionality, one downside is that the initial setup and configuration can be time-consuming, especially when integrating with complex Oracle environments. Additionally, some advanced features may require extra training or support to use effectively, particularly for non-technical users. There can also be occasional delays in syncing data or generating reports in large-scale projects. However, these are relatively minor issues compared to the overall value the platform provides. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya Smart Testing and Change Intelligence helps solve the challenges of managing risk and complexity during Oracle ERP updates and go-live preparation. It identifies the exact impact of changes, so we don’t waste time testing unaffected areas. This reduces both effort and the risk of missing critical issues. The platform also streamlines test planning and execution, enabling better collaboration between technical and business users. Automated documentation and real-time tracking improve visibility, compliance, and audit readiness. Overall, it has helped us speed up testing cycles, improve quality, and gain more confidence before major deployments. ### 28. Effortless SAP Testing with User-Friendly Features **Rating:** 4.5/5.0 stars **Reviewed by:** Isaias C. | Senior SAP Consultant SD & LE **Reviewed Date:** December 03, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** I appreciate how easy to use and straightforward Panaya Smart Testing and Change Intelligence is, as it simplifies the process of testing SAP scenarios and resolving common material master issues. I particularly value the 'comments' tab feature, which provides a direct way to interchange messages with other users within the platform without needing to switch to another tool. This makes collaboration seamless and efficient, significantly enhancing the overall user experience. **What do you dislike about Panaya Smart Testing and Change Intelligence?** it is ok **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** I use Panaya Smart Testing and Change Intelligence to test SAP scenarios, solve common material master issues, and communicate directly with users, enhancing workflow through an easy-to-use interface. ### 29. Panaya's technology and benefit **Rating:** 5.0/5.0 stars **Reviewed by:** Kenji K. | SAP BASISコンサルタント, Small-Business (50 or fewer emp.) **Reviewed Date:** November 17, 2022 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya use welll the AI technology. It's great! **What do you dislike about Panaya Smart Testing and Change Intelligence?** I think that now Panaya UI is very easy to use. so, nothing improve more. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Calculation of cost and period at the timing of SAPERP modification. ### 30. We have been using panaya for the SAP Testing purpose at our company, excellent and user friendly. **Rating:** 5.0/5.0 stars **Reviewed by:** Aradhya . | Senior software engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 05, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** u have never seen such good user interface in any of the similar sofftwares **What do you dislike about Panaya Smart Testing and Change Intelligence?** there is nothing to tell negatives about the software. thanks **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya’s Smart Testing and Change Intelligence are solving critical challenges around risk, efficiency, and visibility in ERP change management and testing. One of the biggest problems organizations face is the high risk and effort involved in implementing changes—especially in complex systems like SAP or Oracle. Panaya addresses this by using AI-driven impact analysis to pinpoint exactly which areas are affected by a change, allowing us to focus our testing where it matters most. This has dramatically reduced the time and cost associated with regression testing while increasing our confidence in every release. We no longer waste time testing unaffected areas, and we can identify potential issues before they hit production. On top of that, the real-time collaboration features have improved cross-team alignment and transparency. For us, the biggest benefits are faster delivery, reduced risk, and improved quality. Panaya empowers us to be more agile and proactive, which ultimately helps us support the business more effectively and with fewer disruptions. ### 31. All-in-One Platform for Testing, Defects, and Project Metrics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Utilities | Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Everything is in a single platform, from testing to defects to project metrics. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Although the Success Center is fairly robust, searching for the right phrase can be tricky. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Centralizing testing, and tracking of defects will save a lot of time ### 32. Easy, Clear, and Simple Progress Tracking **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammad A. | Sole Purchase officer for local & external, Mid-Market (51-1000 emp.) **Reviewed Date:** January 26, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Easy, clear & simple, where you can see open tests & total progress **What do you dislike about Panaya Smart Testing and Change Intelligence?** No issues seen after many testing by this system **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** the tracking of the teams progress, also the defects open ### 33. Precise Impact Analysis, but Needs Upfront Configuration to Shine **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** January 22, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya excels at showing exactly what will be affected by a change (SAP updates, enhancements, patches). That precision helps teams avoid over-testing and reduces risk during releases. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Getting Panaya fully effective often requires significant upfront configuration and fine-tuning—especially in large, customized SAP environments. Some organizations struggle to realize value quickly without strong internal expertise **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Recommending a targeted set of test cases based on impact analysis saves time on test everything appraoch ### 34. Side-by-Side Requirements, Tests, and Defects with Strong Reporting **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Allowing Requirements, Test Cases, Defects to be placed and viewed side by side along with the reporting features **What do you dislike about Panaya Smart Testing and Change Intelligence?** It logs out after some inactivity and logging process is time consuming **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Putting the RTM together is easy and creating dashboards ### 35. Panaya has great products and great support. **Rating:** 5.0/5.0 stars **Reviewed by:** Joe B. | Manager Application Development, Enterprise (> 1000 emp.) **Reviewed Date:** June 12, 2024 **What do you like best about Panaya Smart Testing and Change Intelligence?** We can see the impact of code changes and can plan our tests for large projects and SAP upgrades. **What do you dislike about Panaya Smart Testing and Change Intelligence?** I do not have dislikes at this time to menton here. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** As a 12-year customer, MSA the Safety Company, is very pleased with the Panaya suite of products. We use the “Test Dynamic” tools to support our SAP landscape during the testing of large project and for upgrades and support packs. We expect Panaya to be a big help when we move to S/4 Hana and are also interested in additional Panaya products to help us further automate SAP testing. What sets them apart from many software solutions is their support after you purchase the product. As a newer user of the product at my company, I have had the pleasure of working with Deblina Saha who is our Panaya Customer Success Manager. Deblina meets with us on a regular basis to support the products we are licensed for and has been helping me personally get up to speed in my new role. She is very accessible to our teams and willing to help at any time. I highly recommend this company and their products and services. ### 36. Easy Test Execution and Strong Reporting for Monitoring **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** June 10, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Easy test execution and good reporting tools for test monitoring **What do you dislike about Panaya Smart Testing and Change Intelligence?** You cannot connect a test step with more than 1 testers, as alternatives **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It helps in Systems Integration Tests and User Acceptance Tests monitoring and execution ### 37. Panaya Test Interface Review **Rating:** 3.5/5.0 stars **Reviewed by:** Jit M. | SAP and Salesforce Quote to Cash IT Manager, Enterprise (> 1000 emp.) **Reviewed Date:** May 04, 2022 **What do you like best about Panaya Smart Testing and Change Intelligence?** For now the interface has been consistent and we do not see many bugs, we have just renewed our contracts. **What do you dislike about Panaya Smart Testing and Change Intelligence?** The one area of improvement I would like to see is the test screens should be controlled by the tester as to what needs to be recorded and what does not need to be recorded, maybe a toggle button to switch on and off so that the right screens are recorded, this would be a massive improvement and allow for the test results to be referenced much better for training and audit purposes. **Recommendations to others considering Panaya Smart Testing and Change Intelligence:** Should trial it before buying it. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Testing with internal IT users and UAT, checking the progress and logging and tracking defects seem beneficial **Official Response from Benjamin Alimi:** > Thanks for your feedback! We’re glad to hear you enjoy using Panaya for your testing activities. Just to clarify, the improvement you suggested is already available for years. You can pause the recording or toggle the application under test on or off to control what’s captured in the test evidence. You can find more details here: https://success.panaya.com/docs/run-document-salesforce-screens#pause-recording https://success.panaya.com/docs/run-document-salesforce-screens#suspend-recording ### 38. Simple to use tool **Rating:** 5.0/5.0 stars **Reviewed by:** Delphine R. | Change Manager, Enterprise (> 1000 emp.) **Reviewed Date:** September 22, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Ease of use, whether for testing or for the overall governance of the application. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Difficulty managing month-to-month licenses, but a necessary task given the cost of the licenses. Users don't think to request deactivation when the tests are completed. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** The tool allows us to facilitate testing during UATs, and validate whether things are going well or not. The link with the JIRA tool is also interesting, as it allows us to report a defect directly in our project support tool. ### 39. No-Code Automation and Easy Integration, Increasing Efficiency **Rating:** 5.0/5.0 stars **Reviewed by:** José Ferreira Lima J. | Analista sênior, Enterprise (> 1000 emp.) **Reviewed Date:** December 08, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Ease of data integration, allowing the creation and execution of automated tests without the need for programming, and increases speed while reducing human errors. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Although the interface is user-friendly, to take full advantage of its potential (such as impact analysis, test automation, integration with processes), training and time for adaptation are necessary. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Problems they solve and the benefits it brings, because testing everything manually is unfeasible and consumes a lot of time and resources. Without precise analysis, there is a risk of failures in critical processes. ### 40. Simple. Easy to use. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Mid-Market (51-1000 emp.) **Reviewed Date:** December 03, 2024 **What do you like best about Panaya Smart Testing and Change Intelligence?** System is easy to navigate, and provides communication tools. Excellent follow up. **What do you dislike about Panaya Smart Testing and Change Intelligence?** I dont have anything I dislike about the program. It is easy to use and can be adjusted to fit any need. System is clearly defined for ease of use. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** System is testing procedure and allow us to troubleshoot issues that may occur. ### 41. Streamlined SAP Project Management with Smart Testing and Change Intelligence. **Rating:** 5.0/5.0 stars **Reviewed by:** 達也 . | Chief Producer, Enterprise (> 1000 emp.) **Reviewed Date:** July 21, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** What I appreciate most is Panaya’s ability to automate impact analysis and testing, which drastically reduces manual effort and project risk. The platform provides clear visibility into necessary code changes and test coverage, enabling faster and more confident decision-making. Panaya’s automated impact analysis completes in just 48 hours, compared to traditional methods that take weeks. It helps identify affected areas with high precision, supports automatic code correction, and integrates testing workflows in the cloud. These features reduce project costs by up to 40% and improve collaboration across teams, making SAP upgrades and maintenance much smoother. **What do you dislike about Panaya Smart Testing and Change Intelligence?** While Panaya offers powerful automation, its initial setup and data extraction process can be complex and may require technical support, especially for first-time users. The platform’s full potential is best realized in large-scale projects. For smaller teams or less complex environments, the learning curve and setup effort might outweigh the benefits. Additionally, some customization options may be limited depending on the system landscape. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you? Panaya solves the challenge of managing complex SAP changes by automating impact analysis and testing. Traditionally, identifying affected components and ensuring full test coverage required significant manual effort and time. With Panaya, we can quickly pinpoint the impact of changes, reduce testing cycles, and avoid unexpected issues during deployment. This has led to faster project delivery, lower costs, and improved system stability. ### 42. Use of Panaya **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** Order when performing the tests, there is no need to be uploading documents. **What do you dislike about Panaya Smart Testing and Change Intelligence?** the way to capture or record the test is a bit difficult to handle **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** the order at the time of conducting the tests and the assignment to avoid duplication ### 43. Great Features, But Navigation Could Be Clearer **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Cosmetics | Mid-Market (51-1000 emp.) **Reviewed Date:** December 03, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** I really like the dashboard that shows the progress of whats been tested, passed, failed, etc. I also like that you can leave comments and people can respond back. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Some of the navigation isnt clear - its hard for me to quickly find the view of my scripts that I want. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Its solving the onboarding of a new system. It is allowing us to track the progress of testers to make sure the new system runs smoothly. ### 44. Effortless Testing and Script Management for All Users **Rating:** 4.0/5.0 stars **Reviewed by:** Surendar v. | Senior Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** December 03, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** The Panaya testing platform is a simple tool even the person without any experience will be able to navigate around the tool and execute the scripts. Even while running any test Script if we want to modify it can be achieved using this tool. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Direct Screen snip is not available in the tool which can be included in the upcoming versions. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** We will be able to run the script that includes the standard SAP procedure with ease. ### 45. Transparent and User-Friendly Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Arumita S. | Project Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 13, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** It provides complete transparency and is user-friendly. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Less flexible in setting up the defect status **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Helped defining scope and testing progress real time basis ### 46. User-Friendly but Challenging Setup **Rating:** 4.0/5.0 stars **Reviewed by:** João Victor B. **Reviewed Date:** December 10, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** I find Panaya Smart Testing and Change Intelligence easy to use. I also appreciate its good UX, which enhances my experience. **What do you dislike about Panaya Smart Testing and Change Intelligence?** The initial setup wasn't easy as I had to install a few .exe files, which my colleagues didn't have to do. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Panaya Smart Testing and Change Intelligence creates documentation and shows what's available to test, automates scenario runs, and is easy to use with good UX. ### 47. Effortless Script Configuration and Use **Rating:** 4.5/5.0 stars **Reviewed by:** Luis I. | Quality and automation manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 10, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Has been very easy to configure new scripts an use. **What do you dislike about Panaya Smart Testing and Change Intelligence?** Nothing to dislike. The tool is good and the support we get for issues is also quick and exact. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** The platform offers fast execution, helps reduce errors, and boosts automation across various areas. ### 48. Step Recording with Screenshots Makes Process Sharing Easy **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2026 **What do you like best about Panaya Smart Testing and Change Intelligence?** I like that it records the steps and includes screenshots, so others who aren’t familiar with our processes can follow along and do their own testing. **What do you dislike about Panaya Smart Testing and Change Intelligence?** At times, the recorder doesn’t open. It also slows down testing because there’s noticeable lag during recording. **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** It helps us by recording test scenarios whenever we make changes to the programs, so we can keep track of what was tested and stay consistent during updates. ### 49. Panaya Best tool for Smart testing **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** June 17, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** Panaya smart testing is very user friendly tool for smart testing for project governance , My company is using this tool for a long time and very good feedback from them. It have analytical capabilities to explain management to know status of issue and project progress **What do you dislike about Panaya Smart Testing and Change Intelligence?** Well there is nothing as such to dislike Panaya. I can suggest to share status of project status with automated email to top management instead of download and explain the progress status . **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** we are using for defect management and software testing and it has benefit to capture status easily and showcase in every day weekly discussing with individual performance calibration ### 50. Complete and useful **Rating:** 5.0/5.0 stars **Reviewed by:** Patricio M. | SAP senior consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** September 30, 2025 **What do you like best about Panaya Smart Testing and Change Intelligence?** It covers all the tester needs to perform and fully document their tests, providing also tools for fixing any issues, tracking the solutions and give good status visibility views **What do you dislike about Panaya Smart Testing and Change Intelligence?** Zero dislikes. I just can use a bit more options for custom reporting **What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?** Complete and timely test execution and tracking. Also documentation of every executed test. ## Panaya Smart Testing and Change Intelligence Discussions - [why is the recording only on one screen of sap and not all windows?](https://www.g2.com/discussions/why-is-the-recording-only-on-one-screen-of-sap-and-not-all-windows) - 1 comment, 2 upvotes - [How can Panaya help with populating screen values automatically for business scenario testing?](https://www.g2.com/discussions/47358-how-can-panaya-help-with-populating-screen-values-automatically-for-business-scenario-testing) - 1 comment, 2 upvotes - [How to you track defects the most efficiently ?](https://www.g2.com/discussions/33323-how-to-you-track-defects-the-most-efficiently) - 1 comment, 2 upvotes - [How do I know all the knowledge material of panaya? What is the best way to study it?](https://www.g2.com/discussions/panaya-change-intelligence-how-do-i-know-all-the-knowledge-material-of-panaya-what-is-the-best-way-to-study-it) - 1 comment, 1 upvote - [Are there links/ tutorials for](https://www.g2.com/discussions/are-there-links-tutorials-for) - 1 comment, 1 upvote - [View Panaya Smart Testing and Change Intelligence pricing details and edition comparison](https://www.g2.com/products/panaya-smart-testing-and-change-intelligence/reviews?page=2&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-07-12+05%3A53%3A58+-0500&secure%5Bsession_id%5D=17df49f9-5082-49cc-97a1-3337f182681b&secure%5Btoken%5D=a380da7d56e6eae6d1a4c57ecfba8946237d1dfd1f43bfb922cd51a47729fc5e&format=llm_user) ## Panaya Smart Testing and Change Intelligence Integrations - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) - [DM Valid](https://www.g2.com/products/dm-valid/reviews) - [GK Software](https://www.g2.com/products/gk-software/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Microsoft Outlook](https://www.g2.com/products/microsoft-outlook/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Oracle EBS CRM](https://www.g2.com/products/oracle-ebs-crm/reviews) - [Oracle EBS Financials](https://www.g2.com/products/oracle-ebs-financials/reviews) - [Oracle EBS Projects](https://www.g2.com/products/oracle-ebs-projects/reviews) - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [SAP BPC](https://www.g2.com/products/sap-bpc/reviews) - [SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews) - [SAP ECC](https://www.g2.com/products/sap-ecc/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [SAP SuccessFactors HCM](https://www.g2.com/products/sap-sap-successfactors-hcm/reviews) - [ServiceNow App Engine](https://www.g2.com/products/servicenow-app-engine/reviews) - [ServiceNow IT Service Management](https://www.g2.com/products/servicenow-it-service-management/reviews) - [Workday Platform](https://www.g2.com/products/workday-platform/reviews) ## Panaya Smart Testing and Change Intelligence Features **Functionality** - Test Repository - Integration - Test Diversity **Functionality ** - Test Feedback - Test History - Customization - Test Variety **Agentic AI - Software Testing** - Autonomous Task Execution - Natural Language Interaction - Proactive Assistance **Agentic AI - SAP Store** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **AI Test Generation & Authoring** - UI-Based Test Generation - Natural Language Test Creation - Test Coverage Suggestions **Management** - Reporting - Version Control - Scaling **Automation** - Organization - Reliability - Thoroughness **Test Maintenance & Resilience ** - Self-healing - Dynamic Element Locators - AI-Powered Test Maintenance **Agentic AI - Automation Testing** - Autonomous Task Execution - Natural Language Interaction - Proactive Assistance **Execution & Analytics** - Intelligent Reporting - Visual Anomaly Detection - Root Cause Analysis ## Top Panaya Smart Testing and Change Intelligence Alternatives - [Tricentis Tosca](https://www.g2.com/products/tricentis-tosca/reviews) - 4.3/5.0 (62 reviews) - [TestRail](https://www.g2.com/products/testrail/reviews) - 4.4/5.0 (592 reviews) - [BrowserStack](https://www.g2.com/products/browserstack/reviews) - 4.4/5.0 (3,308 reviews)