---
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: '2026-07-17'
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&#39;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 find Panaya Smart Testing and Change Intelligence to be quite **user-friendly** , facilitating easy navigation and organization. (54 reviews)
- Users value the **efficient testing capabilities** of Panaya, significantly streamlining their testing processes during complex migrations. (45 reviews)
- Users value the **time-saving capabilities** of Panaya Smart Testing, enhancing efficiency in testing and migration processes. (30 reviews)
- Users value the **automation features** of Panaya Smart Testing, enhancing efficiency and simplifying user training processes. (25 reviews)
- Users appreciate the **responsive support** and intuitive platform of Panaya Smart Testing and Change Intelligence for effective collaboration. (20 reviews)
- Users value the **intuitive user interface** of Panaya Smart Testing, facilitating easy implementation and seamless integration. (20 reviews)
- Intuitive (19 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 face **testing difficulties** with data management, unable to delete tests or unused fields, complicating the process. (16 reviews)
- Users find the **learning curve steep** , requiring time and documentation to navigate effectively before full utilization. (13 reviews)
- Users report **slow performance** in Panaya, particularly in Citrix and when recording videos, limiting efficiency. (13 reviews)
- Users note some **missing features** , like improved recording options and easier evidence access, hindering efficiency in testing. (11 reviews)
- Users report **recording issues** with Panaya Smart Testing, facing delays and errors in functionality that disrupt the experience. (11 reviews)
- Insufficient Information (10 reviews)
- Setup Difficulty (9 reviews)
- User Difficulty (8 reviews)
- Difficult Setup (7 reviews)
- Automation Issues (6 reviews)

## Panaya Smart Testing and Change Intelligence Reviews
  ### 1. To Be the Best: How Panaya Transformed Our Testing Landscape

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

What I like best about Panaya is its ability to combine intelligent automation with an intuitive user experience, all while ensuring compliance and precision across every phase of testing. It seamlessly integrates with our systems, streamlines complex testing processes, and empowers our teams to focus on innovation rather than manual oversight. Panaya has truly elevated our quality assurance strategy and become essential to delivering reliable, audit-ready deployments.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

When initiating a Support Pack or Enhancement project, the automatically suggested test cases tend to be overly generic. To improve their relevance and effectiveness, we recommend enriching these test steps with more detailed content derived from the Impact Analysis. This would ensure that the tests are better aligned with the actual changes and potential risk areas.

Additionally, we suggest consolidating redundant transactions and programs within the test recommendations. Streamlining these elements would reduce duplication, improve clarity, and optimize the overall testing process.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

In our pursuit to be the best, we constantly seek tools that not only enhance performance but also ensure compliance, accuracy, and agility. Panaya has proven to be one such transformative solution.

As a smart testing platform, Panaya seamlessly integrates with our applications, enabling us to record and manage all types of testing strategies and project execution with unmatched precision. What once required extensive manual oversight is now streamlined, traceable, and auditable—making compliance not just achievable, but sustainable.

The platform’s intuitive interface and automation capabilities have significantly reduced testing cycles and human error. It empowers our teams to focus on innovation rather than administration, while ensuring every change is validated and every risk is mitigated.

Panaya has become a cornerstone in our digital quality assurance strategy. It supports our mission to deliver excellence in every deployment and reinforces our commitment to operational integrity.

In short, Panaya doesn’t just support our testing—it elevates it. And in doing so, it helps us live up to our motto: To Be the Best.

  ### 2. Panaya TDX - an invaluable tool for clients.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Gavin . | Jr Project Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 09, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

CI is easy to setup and run and provides an understanding of testing risk, with entry points to further assess the risk and analyze each object affected by the loaded transports.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

I haven't come across anything that we have been missing from Panaya.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya solves the problem of managing and tracking the testing effort, providing a collaborative process that streamlines and reduces complexity. Identifying recommended testing scenarios using Code Analysis for conversion efforts is critical for the client to build up the test cases to ensure a successful migration. Panaya's extensive reporting capabilities and flexible data management keeps important information visible, and keeps everyone involved in testing in the loop.

  ### 3. it is very convenient to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** jin y. | project manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 29, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

how to connect with 3PL systems, which can let us test end to end flow

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

nothing dislike,  i don't have found anything dislike right now

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

it is easy to use and automatically capture all the testing evidence screens which save times

  ### 4. Project Manager

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 01, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Very flexible tool that allows create and repurpose different components for Test scenarios.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

More training sessions needed. More individual help from instructor needed to be provided.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Complex Testing scenarios with multiple prerequisites data sets, Automated testing to save Business users time.

  ### 5. Good Experience with Panaya

**Rating:** 4.5/5.0 stars

**Reviewed by:** anilkumar r. | Technology Lead, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 12, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

i am working in R12 upgrade project, Panaya is so helpful to identify the objects and it will provide the exact solution at most of the cases.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Faced issues to adding the extra columns while export and update. For example, i have added one new column in my filter but that column not showing in export data. This kind of issues there to rectify.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

We have used in oracle application 11i to R12 upgrade project. Panaya helped lot to identify the objects and provided relevant changes also.

  ### 6. Perfect Platform for Organized Group Testing

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sai A. | Continuous improvement, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 16, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Perfect platform for groups to be organized while testing

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

sometimes it does get laggy while trying to access test trees

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

kept the testing organized when numerous people were involved

  ### 7. Tests Campaign with Panaya for a SAP S/4HANA Migration

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** June 30, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Great platform to use for organizing and running tests campaigns.
Using the webapp and capturing the tests are easy, great capabilities for running tests and importing tests in mass.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

To run a test, you need to use 3 softwares : a browser, SAP, and the Panaya Test Player :
   - Installing a software on a lot of computers managed by the company might be challenging
   - Meeting preriquisites (ex. : maintaining the correct versions of softwares and OS) might be challlenging

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Setting a testing framework through tests campaings/projects for development teams. Running tests and proofs with Panaya is really easy of use.

  ### 8. Great User Experience for a Testing Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Chemicals | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 04, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Very user-friendly tool. Need very little training to the users.

Easy to customize (add new fields / rule) and create new dashboard in reporting.

Even for basic questions, Panaya support center is helpful and just guide the user.

Customer success team (in our case Asher) was helpful to guide us during and after implementation.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

I wish Panaya's licensing not to block new user creation but have an audit at the end of the period. But their temporary licensing option is good to support if you need additional liceses for a period of time.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Software test planning and execution

  ### 9. A Must have Testing Tool for all Enterprise Projects

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ameya S. | Associate Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** December 11, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

1.Defect Creation & Tracking 
2.Test Case Creation & Tracking
3. Dashboard Tracking 
4. Export and Upload functions 
Ease to use and tailor according to project needs . Adding multiple attachments is at ease during creation on Test Cases

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

So far all good experience we have as part of project team member.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Business Test Cases (SIT, UAT & End to End) scenarios are tracked.

  ### 10. Panaya is an indespensible tool for SAP upgrades

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Consumer Goods | Enterprise (> 1000 emp.)

**Reviewed Date:** September 24, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya has been an indespensible tool for us when upgrading SAP.  We do use it occasionally for other testing, but it is primarily an upgrade project tool used to reduce effort, time, and risk, which is does very well.  It is easy to use and administer.  If we do run into issues, customer support very responsive and capable.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Nothing comes to mind related to my experience with Panaya solutions.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya helps Fender upgrade regularly despite limited time and resources.

  ### 11. Comprehensive and Easy to Use Solution

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Packaging and Containers | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 01, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The scope of the solution and the ease of use.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

There is nothing I don't like; the ease of use provides the user with considerable gains in the management and execution of tests.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

We are Panaya partners, and in Brazil, our clients benefit from quality and productivity in executing SAP project tests.

  ### 12. Useful for graphics, but the frequent disconnection is annoying

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.)

**Reviewed Date:** December 30, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

That tracking charts can be generated.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It disconnects very quickly when not in use, which is annoying having to connect so many times a day.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

My visualization for the role doesn't solve any problem for me.

  ### 13. Easy Deployment and Rich Information

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Facilities Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 02, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The tool stands out for its ease of implementation and the wide variety of information that can be included in it.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

There are flaws in the recordings. Frequently, problems occur during recording and we are forced to restart the entire process from the beginning.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Preparation of test for SAP

  ### 14. Smart and easy approach

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** December 10, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

I love the way Panaya tests are logically sorted, and the immediate tool to report a defect. It makes your tester life easier, while enjoying the process

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

it would be helpful to have the deadlines outlined in the email we receive when a new test is rolled out

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

The challenge when testing a software, regardless its complexity, is always the tests cascade. With my previous testing experiences I don't know exactly what I was testing, for which module, while with Panaya everything is smart and well organized. I know what I'm doing and why

  ### 15. on Site Manager

**Rating:** 4.5/5.0 stars

**Reviewed by:** Anil A. | Enterprise Customer Success Manager ( Oracle ERP), Mid-Market (51-1000 emp.)

**Reviewed Date:** December 16, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Ease of use and introduction of Automation to current suite

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

ease of use, metrics, Dashboards, Defect management and measuring team progress in the cloud

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Saving lot of time with evidence capture and easy to resolve defects without much fuss.

  ### 16. Panaya review- by a functional SAP consultant

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shreyash G. | Management Consultant, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 20, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya Smart Testing  is a smart tool to manage multiple defects/assignments at one go. Apart from a very clear visibility and process work flow, I like the freedom which we get in terms of adding attachments, tagging specific people and the amazing filters which makes it much easier to track specific objects. The reports also are quite useful for upper management.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It will be better if I can get the organization specific and other details of people, when I click on their names on Panaya.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

It is helping our project in  predicting the impact of changes by providing a better understanding of how changes affect different parts of our system, hence reducing risk of a larger issue going unnoticed.
Streamlining Testing: Automating and speeding up the testing process to catch issues early. This saves a lot of time and redundant effort and helps save cost as well.

  ### 17. Panaya Smart Testing and change Intelligence is an easy to use and Smart platform.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Céline B. | Finance Transformation Office Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 12, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

I am not an end user of Panaya SMart Testing and Change Intelligence but as an Administrator (a test creator), I appreciate how easy it is to load the testing files in Panaya.
I think the synthesis view/charts of the Project progress / status is also really usefull for the project managers.
Our PANAYA main contact is really reactive and easy to contact. It is a pleasure to work with him.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The fact that there are so many fields not used (that cannot be hidden) displayed in the test part.
The fact that users cannot be permanently "deleted" to be GDPR compliant.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Allow to follow-up User Acceptance Tests phases for our ERP/Saas Application tests.
Allow us to have a repository of frequently used regression tests cases to perform the same tests each time it is required.

  ### 18. Panaya has great potential as an automated testing tool for testing functionalities & documentation.

**Rating:** 4.0/5.0 stars

**Reviewed by:** AKSHAY K. | Validation Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** February 10, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

With the right approach, wherein more emphasis is given on planning a given task/test, Panaya exponentially reduces time and effort during execution. For me, planning phase involves script creation/correction, dataset preparation and covering other necessary pre-requisites for a given test case. Panaya also offers the Run & Document functionality - to capture additional relevant evidence.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Panaya does fall short in covering the ERES requirements (from EU Annex 11, USFDA, etc.) to accomodate multiple authors, reviewers, testers, approvers for a given test case. Test scenarios do involve multiple stakeholders - Developer/Author, Tester, Reviewer, QA, etc. And for timestamp in generated evidence.

There are few scripting implementations related to SAP GUI in case of custom developed programs in SAP.

Detailed documentation / training for technical individuals / developers (i.e., SAP ABAPers)  would really help organizations using SAP.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya's automation (i.e., quick run) considerably reduces the time and effort required for capturing and documenting evidence. For regulated industries, which are periodically audited (e.g., Pharmaceutical), documentation requires a lot of time and effort. 

One can run the same test case over and over again with different datasets. This is beneficial for agile development models to run basic checks and capturing evidence parallely.

  ### 19. Panaya Testing was very challenging to operate and frustrating to navigate through.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Traci H. | Collections Supervisor, Enterprise (> 1000 emp.)

**Reviewed Date:** December 04, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

I believe Panaya is a useful tool. I believe my experience was more negatively affected by horrendous test creations, and errors, and data issues provided by the SAP developers.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The downsides of Panaya are the uneasiness of the navigation with the product. There were countless times when I would lose all of my data entries when creating defects, simply because I accidentally clicked my mouse outside of the browser window with which I was logging a new defect. Clicking anywhere outside of the pop-up window would promt the window to close and all inputted information to be lost. I used Panaya for more than 200 tests and logged close to 100 defects and this issue was frequent.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya Testing was not as efficient as it could have been or designed to be, mostly due to the poor testing scripts provided by SAP/Accenture teams.

  ### 20. Intuitive use — Everything Right Where You Need It !

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.)

**Reviewed Date:** December 04, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The Panaya is really easy and smart, and all things which I nedded, were there - where I expected.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

few short problems with conection, really short cut

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

email notification - Hand over testscript step by step

  ### 21. Intuitive and powerful Test-Management tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Emanuel M. | CEO, Enterprise (> 1000 emp.)

**Reviewed Date:** June 26, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Intuitive and modern user interface, URLs can be easily shared in Teams and Outlook.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Timeout after a couple hours even with SSO. have to log in again during the day.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Thorough SAP and SW testing and defect management.

  ### 22. Panaya, the Best Testing Tool for Projects

**Rating:** 4.0/5.0 stars

**Reviewed by:** Cheryl Q. | Project Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** June 30, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya is easy to setup, with great user interface for testing tool and dashboard reporting. Great customer support experience!

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Would be ideal if the license cost is lower.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Proper tracking and audit trail in test management.

  ### 23. Testing lead for the S4 Migration project

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nithi A. | Manager, IT/OT value Delivery - Test Lead, Project Sunrise, Enterprise (> 1000 emp.)

**Reviewed Date:** June 23, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The list view, which helps to slice and dice data, ability to easily upload test scripts and the dashboard features for better visual representation.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The inability to select multiple test scripts from the test tree using Shift key or some form to move.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

For a project as big as the S4 Migration involving 15+ teams, Panaya is the best, has been really helpful to conduct my daily testing calls with the team.

  ### 24. Smart testing software services

**Rating:** 4.5/5.0 stars

**Reviewed by:** Umakant M. | Lead Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 10, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

It is user friendly.
Navigating to different section is quite easy.
Looks and feel is awesome
reporting tool is good

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

one point that in Defect status, no hold & resume option.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

testing and saving result at ease.

  ### 25. A Game-Changer in Software Testing and Bug Tracking

**Rating:** 5.0/5.0 stars

**Reviewed by:** Vijay R. | Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 26, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya has proven to be an exceptional tool for organizations seeking to streamline their software testing and bug tracking processes. Its intuitive interface, powerful automation capabilities, and seamless integration with ERP systems like SAP and Oracle make it a standout solution in the enterprise testing landscape.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Recording functionality can sometimes be slow or laggy, especially when dealing with complex ERP transactions.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Accuracy and reduced testing efforts.

  ### 26. Great Testing System!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mistee S. | Senior Financial Accountant - SME, Enterprise (> 1000 emp.)

**Reviewed Date:** December 12, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The recording feature. I like how you are able to record your steps and then the system will create an instruction manual for you based off the recording. Saves a lot of time! Also, their support team is awesome to work with while having issues! They were very responsive and attentative!

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The lag while recording is difficult to tolerate at times, but I would expect this from similar testing programs. Also, at the beginning, it was a bit difficult to understand their "approach" but after it clicks, it makes the program a lot more user-friendly.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

The time it takes to run tests multiple times. Also organizing tests! Huge benefit in creating a test for each scenario and then keeping track of each individual one.

  ### 27. Automated testing

**Rating:** 4.5/5.0 stars

**Reviewed by:** Kala P. | Software Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Few things I like are - 
It is very user friendly and a lightweight application.
The automated test runs that can be scheduled daily or as needed, to run in the background.
Great customer support, I get quick and good response on any requests for help.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

I would like to see more flexibility in email notifications, upon automated test runs.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

It is saving time in Regression testing, with the help of scheduled automated tests.

  ### 28. Easy to use, simple and effective for test case documenting

**Rating:** 4.0/5.0 stars

**Reviewed by:** anil k  a. | Consultant, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 20, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

easy to use, Test evidence capturing and defects capture and tie back to tests effectively. saves a lot of time.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Slow in Citrix environment or interference with SAP screens which is a limitation as noted by Panaya. If they can fix it, it will be great

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Easy adoption by users and one single place or source of truth for testing. Team leads like the dash boards & reports to review progress online.

  ### 29. We found the Panaya product to be valuable for our team as we rolled out new projects and changes.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Marc L. | Senior Director Enterprise Applications and Architecture, Enterprise (> 1000 emp.)

**Reviewed Date:** April 16, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Tools for organization, reuse, tracking and auditability of our testing plans allowing us to use and reuse tests.  This sped up our testing and helped ensure compliance and completeness of our testing.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Our biggest challenge was getting users to use the tools outside of larger more formal projects, so day to day use was a difficulty.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Issues we faced were organizing testing across systems and across users who were also spread geographically.  Panaya allowed us to see what we were testing, measure progress, easily track bugs and fixes, and know where we stood at any time.

  ### 30. Panaya is a great tool for project execution, tracking and defect triage

**Rating:** 4.0/5.0 stars

**Reviewed by:** Daniele S. | IET Controllership Integration Leader, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 11, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Linking defects to specific test steps is a great feature

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The test tree navigation and filtering can be cumbersome at times

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

It makes test execution really user friendly

  ### 31. very likely

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mayur T. | Associate Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** May 06, 2022

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya introduced an AI-driven self-healing engine that automatically adapts test scripts when UI changes occur—eliminating up to 85% of maintenance work.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The low-code / no-code approach is great for speed, but sometimes advanced users want richer scripting options or fine-grained control over test logic.

**Recommendations to others considering Panaya Smart Testing and Change Intelligence:**

Definitely

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

resolving defects

  ### 32. The system its friendly, I'll advice to create more hyperlinks that expedite process to be simple

**Rating:** 4.0/5.0 stars

**Reviewed by:** jose M. | Procurement Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** June 11, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Good tracking helps with the traceability of the project

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The multiple "clicks" that it takes to go from one task to the next

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

easy to track issues

  ### 33. We have been using Panaya for more than 10 years in almost all SAP and other applications

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.)

**Reviewed Date:** May 27, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

It develops a testing knowledge base over the time without effort and ready to use by new employees.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It facilitates all the steps for setting up a successful testing plan and allowing execution automation and issues management. It provides audit evidences and helps as a source for lessons learned assessments.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Planning, execution and coordination of the testing phases in every project in SAP and other applications such as Basware, D365, etc.

  ### 34. The best user friendly and effective Testing tool ever experienced in 20 years of SAP projects

**Rating:** 5.0/5.0 stars

**Reviewed by:** Emiliano M. | SAP FI-CO manager, FI-CO domain leader, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 11, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya is abolutely user firendly. Test scenarios are easy to design or to upload. Navigation to execute them is very well designed. It can also do automatic screenshots, that help a lot training document creation.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It's hard to find something that does not meet expectation.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya allows to detail all test cases for each project phase: Unit Test, Integration Test, and, most important, User Acceptance Test. It is easy to use, supports copy paste of scenarios, supports emails to next action owner, manual or automatic screenshots, nice reporting on status! Panaya is great tool, the best I have experienced all along my SAP ERP system integrator career, started 20 years ago.

  ### 35. The Amazing PANAYA - TEST and put the REST to PANAYA

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ravi B. | IT Consultant, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 22, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

PANAYA offers you such a wide range of options and explorations in terms of meeting business test requirements.
The scope to automate evidence capturing, automated test script run, the test report projections, variety of analytical reporting and graphical depictions of test cycles is just next to mind blowing.

Offers the opportunity to cover every cycle of project testing, be it system integration test, unit test, regression test or user acceptance test.
With Single Sign on feature, the ease of accessing the tool is further enhanced.
Easy integration compatibilty with multiple interfaces ensures you can use the tool with majority of on-demand and up running softwartes currently supporting business requirements in the market.

The test script input file format is very detailed and offers you to cover wide range of test related parameters to be captured in your test results, further enhancing the level of analytical reporting that one can perform  on test results.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It takes a little bit of time to familiarize with the navigation with in the tool, but with dedicated training documentation provided by the tool and regular handson, one can easily familiarize himself/herself with the features of the tool and chose to best utilize the features as applicable to their business demands.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

The level of detailed analytical reporting being offered on the test suite helps avoid manual report generation during multiple scrum and status calls. This eases out the overall customer workload and enhances customer satisfaction.

It takes the prolonged monotony associated with manual testing, out of the equation hence allowing better professional experience.
Automated evidence capturing also saves time previosuly utilized in manual evidence document generation.

Offers the feature to cover both positive and negative testing.

  ### 36. Impact Testing

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 13, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

When we planned for the upgrade, we ran our system data with Panaya and got the impacts of the upgrade and that helped in our planning and execution effectively

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Can be more effective on showing the impact and dependency on the satellite system connected to the central ERP system.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

We had multiple projects ran by different team, and when SAP's core object was changed, panaya helped in identifying the other depended object that needed testing and validation

  ### 37. Easy Interface for User Acceptance Testing

**Rating:** 5.0/5.0 stars

**Reviewed by:** Tyler R. | Warehouse Management Systems Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** September 16, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

I greatly like the ability to enable browser plug ins for recording of user acceptance testing. The ability to begin recording on required tests, complete steps, and export the recorded screens also simplifies the process of making SOPs/QRGs as you can re-use your testing data as training tools down the road.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

There are quite a few instances, at least within the Oracle WMS and ERP systems, where screenrecording will not capture next steps. I am not sure if this is an issue with the launcher not recognizing the web based UI for these software, or an integration issue.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya has centralized all of our User Acceptance Testing for a large scale, multi solution supply chain innovation project. Every facility implemented has it's own folder to test unique scenarios for their environment, and the test steps can then be extracted and utilized for training of associates post acceptance training. This has also streamlined our documentation needed for training, and created a record of all scenarios within our facility network for future projects or testing templates for other regions.

  ### 38. Very good tool and methodology for supporting test planning, implementation, and reporting

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** February 04, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The tool offers extensive options for planning and structuring the test scope. The onboarding is very simple and intuitive. The individual test phases can be accompanied and supported very systematically and almost in real-time through strong integration and extensive reporting and analysis capabilities. Through regular exchanges with the professional customer service, we have been able to clarify questions and best practices for use promptly and very well.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

The recording function worked well, but in a global context, it reaches its limits depending on local security settings and with large test cases. The KPI cockpits are very flexible and can be used online effectively. However, when transferring to formal reports, there are only limited options for formatting and naming the diagrams.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Organization of different test phases

  ### 39. it is very detail and useful information shared.

**Rating:** 4.0/5.0 stars

**Reviewed by:** 성오 . | scm, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 09, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

detail and easy process explanation. everyone know process easier and efficiently

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

late speed of internet. and it is not updated files and evidence correctly and email person who receive is not receive it on time

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

There will be a Concur demo scheduled so you can familiarize yourself better with the new expense claims tool

  ### 40. An Easy-to-Use Test Management Suite

**Rating:** 4.5/5.0 stars

**Reviewed by:** alfredo c. | IT Solution Architect , Enterprise (> 1000 emp.)

**Reviewed Date:** September 03, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Intuitive Interface: The suite's user interface is designed to be intuitive, reducing the learning curve and allowing users to quickly become proficient. Even those with limited technical expertise can navigate the tool effectively.
Simplified Test Case Creation: Creating test cases is as straightforward as filling out an Excel file. This familiar format makes it easy for testers to input test steps, expected results, and other relevant information.
Efficient Defect Management: The suite integrates seamlessly with the test execution process, enabling testers to report defects directly during testing. This eliminates the need for manual defect tracking and ensures that issues are addressed promptly.
Centralized Management: Administrators can easily manage user roles, permissions, and project settings, providing a centralized hub for controlling access and ensuring compliance.
Scalability: The suite can accommodate projects of varying sizes, from small teams to large organizations. It can handle a significant number of test cases and defects without compromising performance.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

On-Demand Recording and Screenshot Capture: While the suite's recording functionality is valuable, the ability to pause or stop the recording manually would provide greater flexibility for testers. This functionality is not working as expected.
Addressing Application Delays: In some cases, the recording script can introduce delays in the application's response. This can impact testing efficiency and accuracy. The suite could explore techniques to optimize the recording process and minimize these delays.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Spped up test planning and execution.
Have workflow in place and a single location where all tests are planned and stored with the evidence avoiding hundreds of files not related each other.

**Official Response from Benjamin Alimi:**

> Thank you so much for your feedback Alfredo. I'm thrilled to hear that Panaya is making a positive impact on your testing processes. Do you know that it's possible to turn off the toggle in order to pause the recording of a specific technology?
Benjamin

  ### 41. Other methods require a screenshot every time you do any next step, making it very long and tedious.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jose Angel A. | International Business Process Owner, Enterprise (> 1000 emp.)

**Reviewed Date:** June 23, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

That it takes the needed captures for me so, I don't need to stop testing for that matter.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

I find it difficult to attach documents that might be relevant in some tests..

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

So far, we only test our SAP implementations and ERP connections.

  ### 42. Transition to S4 HANA with Panaya

**Rating:** 5.0/5.0 stars

**Reviewed by:** Raymond N. | Release Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 12, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

What I like the most is the test recording part.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Improvement focus on the speed and performance of servers during test recording sessions. Improvement focus also for the test automation part.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Panaya manages the entire conversion process to SAP HANA with all the points to correct and then test.

  ### 43. User Friendly

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** July 17, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

There's no coding involve. Anyone can use it and it's pretty straight forward.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Some of the reports are hard to read how it works. For defect, wish we can change the verbiage of the status. For example: instead of resolved, it should be ready to retest. It can be a bit confusing with resolved because some the users think it's closed.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

collaborating with the business

  ### 44. PANAYA WORKS GREAT! EASY TO USE, FUN TO LEARN!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Benjamin T. | Senior Material Handler, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 09, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

The AI tracking for each step was cool. Once everything was up and running as far as downloads go, the process was simple.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

As far as I could tell, everything worked well.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Ensuring our business will operate successfully during GO LIVE.

  ### 45. One of my favourite tools in my Salesforce toolbelt.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Scott S. | Senior Salesforce Architect., Enterprise (> 1000 emp.)

**Reviewed Date:** August 07, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya's impact analysis for Salesforce is my main go-to tooling to help understand the dependencies of Salesforce metadata, helping to mitigate oversight of potential problems and ultimately understanding how something has been built. The AI that they're adding is really nice, helping us to understand and document legacy code and flows. The new test automation is very slick and would help us build reusable regression scripts. We've also used this several times during a salesforce critical release update, to help understand the impact and what might break.

It should also be said that Binyamin, Oz, Iris, customer support and everyone that I speak to at Panaya, is always a massive help.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

It's hard to point to anything specific. Not all metadata components are supported currently for impact analysis,  HOWEVER they are continuingly expanding this and do 100% take our feedback and wants into their roadmap so if you do need something supported, they would try to do it.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Helping understand legacy and unknown configuration and how changing one piece of config/code might break another.
This ultimately means we can plan better, develop better and have a better idea of what needs regression testing while making a change. 
We've also used this several times during a salesforce critical release update, to help understand the impact and what might break.

  ### 46. Panaya is user and admin friendly

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** December 05, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Panaya is easy to use from a tester and test admin/project manager perspective. Geoffrey, our service rep is tenaciouuusly advocating our new feature requests.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

We've submitted several new feture requests about user management, defect updates, impact analyses, tests and master test repository enhancements to our service rep.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

(Refer to our feature requests with our service rep.) The new test column width saves time for testers. We're anticipating an admin feature to configure a default test column layout. Seen a few resolved parts for the multiple-user active in a defect "last saves wins" issue. Want to see it completely fixed though. I could go on and on, but we'll wait to see how this review goes🙂

  ### 47. Likes and Things to Improve

**Rating:** 5.0/5.0 stars

**Reviewed by:** Joshua Dan N. | Business Architecture Associate, Enterprise (> 1000 emp.)

**Reviewed Date:** March 13, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Automated Testing and Version Control and Test History

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Learning Curve and Slow Performance Issues

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Automating end-to-end test cycles, Panaya significantly reduces the time and effort required for testing. This leads to faster project delivery and more efficient use of resources

  ### 48. Effective platform for testing

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Printing | Enterprise (> 1000 emp.)

**Reviewed Date:** October 16, 2024

**What do you like best about Panaya Smart Testing and Change Intelligence?**

I use PANAYA to manage the testing within the business. It is a very user friendly tool which is approachable and easy to quickly grasp the basics for new users. This means that when we start new projects/cycles and need to work with new audiences, the time to train and get the users up to speed is greatly reduced. Further, in regards to being user friendly my contact within PANAYA - Sarah Deng - has been extremely supportive and enabled quick results to requests.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

There are reporting requirements that are not always able to be met within PANAYA, for example exporting data to email etc on a regular cycle or specific analysis of data that would be highly preferable (Predicted burndown charts). Further, having reporting that would allow for multiple projects on the same dashboards etc is unfortunately missing from PANAYA.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

PANAYA allows the easy tracking of testing across multiple projects throughout the business.

  ### 49. Very good experience. Could improve the mass edit options.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.)

**Reviewed Date:** June 17, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Quick setup and speed testing is key to improve our testing procedures

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

need more customization option to get it tailored to our needes

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

Testing detail, structure and time savings

  ### 50. Panay is very nice tool for defect management.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Somnath  L. | Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** June 10, 2025

**What do you like best about Panaya Smart Testing and Change Intelligence?**

Testing Script and assignment of the consultant is very nice.

**What do you dislike about Panaya Smart Testing and Change Intelligence?**

Panay is very good tool but sometime it lag for loading the initial login.

**What problems is Panaya Smart Testing and Change Intelligence solving and how is that benefiting you?**

It is helping tracking the ongoing project activities


## 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=3&section=pricing&secure%5Bexpires_at%5D=2026-07-31+10%3A35%3A57+-0500&secure%5Bsession_id%5D=b49cf92c-4c9c-49e4-b152-df47c5e7185e&secure%5Btoken%5D=c6fcb2008325896daea3e5007bfc80111a0cc1d883b0f39667fd944746a7ec57&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
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