---
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. My Feel for Panaya

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** November 09, 2021

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

Recording of testing scripts and screens are automatically captured

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

While recording connection and catch removing

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

SAPprojects/Enhancements testing

  ### 2. Informative and very useful. Very awesome Application

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jonalyn J. | Questech co. inc., Mid-Market (51-1000 emp.)

**Reviewed Date:** May 28, 2021

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

Its automation process, And You can monitor the project using the Panaya

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

as of this moment, I have no dislike it since it was easy to use and User friendly

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

I will recommend  this to my client; I believed it would help the user to  monitor the project

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

so far none, we have a project in GSIS before  the client is amazed with the Panaya

  ### 3. Other Team Member part of Upgrade

**Rating:** 4.5/5.0 stars

**Reviewed by:** Pradeep V. | Enterprise (> 1000 emp.)

**Reviewed Date:** November 20, 2020

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

Panaya analysis is the best when it comes to EBS Upgrades from 11i or R12.1 to R12.2. It gives a clear overview of the list of objects, which line of the code to be changed, grouped by objects. I also like the testing feature and patch analysis and impact report that panaya can generate.

Panaya support team response is also very good. they are very prompt and quick to respond to any ticket that's created for help.

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

If they can come up with a multiple environments view instead of overwriting the results, it would be very great.

Currently, I think I can only view the corrections from the latest upload. But, if the analysis for the R12.2 upgrade can be viewed by Instance and maintains a separate repository for each instance, it will be helpful for different teams to work in parallel on different instances/environments.

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

We were using Panaya for EBS 12.2 to 12.2 Upgrade. Without Panaya, it would have taken a considerable amount of time for the development team and testing team to retrofit the EBS code per 12.2 coding standards.

  ### 4. Learning provided by Panaya contributes in very  good Opportunities for Career Growth

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** December 08, 2021

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

It's simple and very easy to use platform.

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

It has scope to add some more learning programs to their overall structure.

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

It helps in day to day career problems as well as growth of an individual.

  ### 5. Efficient, friendly and easy to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Francisco R. | PMO, Enterprise (> 1000 emp.)

**Reviewed Date:** January 14, 2021

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

The easy way to create the scenarios, users know how to do without help from Panaya administrators. friendly when running the scenarios.

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

When extracting reports from Panaya and the scenario is not ran directly in Panaya we have to do the extract handly and sometimes is not easy to do it whean we have limited time to promote the migration

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

It is a friendly tool even if you do not know much about technologies, our users, consultants and testers are happy using it.

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

Testing during Oracle Cloud migrations, easy way to create scenarios, easy and friendly way to see the advance during the test, easy way to run reports when the scenarios are run directly in Panaya

  ### 6. We managed to complete an EHP8 upgrade in 5 months, when 3rd parties estimated much more.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Wagner F. | Systems Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** November 05, 2020

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

Awesome features: screenshot capture, reports & dashboards, testing scenarios reusing,  and defects & user requirements tracking.

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

Due to the exchange rate between US$ and Brazilian Real (BRL) + importation taxes (35%) the price of the Panaya tool in Brazil is almost unaffordable for most of the companies/projects.

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

•	Start small with a medium size but not critical project.
•	The Scenarios / Scripts database is the key to the success of a test. 
•	The test scripts also need to be tested.
•	The success of integrated tests of large projects (> 200 scenarios,> 3000 steps) depends on careful planning and preparation (scenarios, definition of test controllers, schedule, master data, test system environment, ...).
•	The testing process not only serves to find defects in the software, but also to confirm whether that the requirements of the project has been met and to train the users.

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

We clearly reduced the overall effort to execute tests. With Panaya is much easier to organize, execute and store test results specially now when all users (testers) are working remotely (from home). 
There are also intangible benefits that are difficult to measure such as the quality of testing documentation, clear and intelligible testing process, testing script database (to be re-used), reduction of post go-live incidents, less time spent by the business areas and test management/control.

  ### 7. Sr.Application Engineer

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2021

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

Integration and collaboration between teams for testing and communication

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

Does not do  auto testing for Oracle ERP project test scripts

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

Leverage test scripts and structures from one project to another Seamlessly. 
The overview of the test progress  is apparent
Easy to communicate between teams to track and resolve the defects

  ### 8. Good its platform user friendly

**Rating:** 4.0/5.0 stars

**Reviewed by:** anuradha c. | SAP consultant, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 18, 2021

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

The way it organises SAP and screenshots and recordings , documenting them is very impressive

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

The main drawback is loading panaya player every time while we record. Loading, start recording and saving every step takes few minutes.
Also Pass or fail status is not visible at the list level. We need to go and check every folder

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

Most cases we can document the steps in SAP and also it supports other platforms . recording is very helpful which can be used by novice user.

  ### 9. Review from Kapardi BI DBA

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** October 25, 2021

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

The automation part and the great support

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

There nothing I felt like disliking there is a ultimate support

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

yes  we will

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

Major release challanges as an ERP DBA we always have a challange of analysing patches which will come in bulk using panaya this has been solved

  ### 10. Excellent tool for Testing and recording results

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 23, 2021

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

ease of test cases upload, Tracking progress  and recording results.

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

Help should be available as a PDF as well

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

The total testing solution from uploading test cases, designing, redesigning, execution progress tracking, and reporting.

  ### 11. Helps a lot

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** October 26, 2021

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

Beautiful User Interface Design and easy to use

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

I would like to undo something but I cannot

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

It helps me to saves a lot of time to capture and paste all the screen manually

  ### 12. Panaya for testing SAP

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** August 17, 2021

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

Panaya test management and Panaya recording capabilities

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

More possibilities to customize the tool ...

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

We use Panaya to get standardized documentation during our UAT and also get easy reporting.

  ### 13. Helpful tool for Oracle EBS Upgrade

**Rating:** 4.0/5.0 stars

**Reviewed by:** Sachin G. | Program Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2021

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

Good understanding of Oracle EBS Upgraded versions

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

IT does not cover many objects in EBS like OAF, Java etc.

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

Many Upgrade relatd issues which we could not have discovered had we not used Panaya.

  ### 14. Panaya for SAP Implementation

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** October 26, 2021

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

The recording feature and tracking of defects

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

I really like all of it. It's very flexible and user friendly.

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

We have gotten rid of spreadsheet tracking of scripts and defects.

  ### 15. Review by Saurabh_Joshi01@infosys.com

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 05, 2021

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

I like the feature like-
1. Customizing dashboard
2. Tool need not be isntalled on client machine
3. Details of code changes like why change is required.

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

Re-execution of exraction program for every new analysis. Why everything needs to extracted if only custom code impact analysis to be done.

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

I am performing testing of new features of Panaya ICR tool. Tool is very easy to execute .

  ### 16. Great tool so you don't break anything!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Scott S. | Senior Software Development Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** November 24, 2020

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

The risk analysis feature is a very powerful and useful tool to mitigate breaking any existing functionality in our heavily customised enterprise setup.

I've only had to contact support to set up Single Sign On as we've had 100% availability and they were great. Our Success Manager has kept us up-to-date with the latest and greatest features and ensures we've getting the most out of the tool. #

They really do listen to your feedback and suggestions to improve the service too.

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

Hard question, there's actually nothing that I specifically dislike about Panaya Foresight for Salesforce.

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

Mitigate breaking any existing functionality in our heavily customised Salesforce enterprise setup. Whether that's enhancements, break-fix for larger projects.

  ### 17. Very user friendly

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** November 02, 2021

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

Create and make use of existing test scripts

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

Automation and execution speed must be increased

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

Test script and execution made simpler

  ### 18. Panaya: Helping the Oracle 12.2 Upgrade

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** May 19, 2021

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

Panya  is web based and requires no s/w installation. Simple but effective screens and interface.

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

I'd like to see a great range of objects analyzed - e.g OAF objects.

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

I think Panaya is great in giving organisations a headstart when it comes to planning Oracle R12 upgrades

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

We're using Panaya to upgrade from 12.1.3 to 12.2.10. It's helped identify objects that may break.

  ### 19. Software application customize for the clients' requirements

**Rating:** 5.0/5.0 stars

**Reviewed by:** JASTINE I. | Account Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** June 10, 2021

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

For the faster and convenient process of the clients' internal and external applications

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

Conflict and difficulty to use at the beginning

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

Faster and convenient process of applications

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

The difficulty to use at the beginning. The benefit is it was able to make the internal and external process faster and convenient

  ### 20. Easy to use and strong platform

**Rating:** 4.5/5.0 stars

**Reviewed by:** Stewart G. | Retail Communications Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** January 27, 2021

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

The platform is easy to use and great for multi-user collaboration.

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

Uploading scripts is sometimes a challenge with the current layout. Not always the easiest to categorize and plan on our end for the users to input.

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

Great for organization and collaboration across multiple depts for a single project.

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

We are utilizing panaya to test and write scripts for our different systems and new installs throughout the company. Leverage for the testing and feedback on what to change/update.

  ### 21. It allows me to help manage various elements of my projects in a very easy way

**Rating:** 3.5/5.0 stars

**Reviewed by:** Samuel D. | Enterprise (> 1000 emp.)

**Reviewed Date:** November 15, 2020

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

Its interface turns out to have all the necessary elements to make my user experience the most pleasant during its use, the fact that it allows us to do collaborative work is very useful to carry out multiple tasks allusive to the projects we carry out in the company together with my co-workers and the other department coordinators who are also involved in our project (finance, commercial management, business management ...), the customer service team is very efficient when it comes to solving any Doubt or concern that may arise during the use of this software quite quickly, so we should not wait so long with the answer to the solution of a problem that stagnates or hinders in one way or another the development of the project.

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

The fact that it does not have the functionalities to generate gantt charts automatically seems to me quite disappointing, since within our company we use these charts to determine the level of progress of our projects in a much easier way, the The fact that I cannot keep track of the finances and the budget assigned to the project through this same interface is also somewhat impractical since I have to handle all this through other platforms.

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

It allows me to help manage various elements of my projects in a very easy and simple way, which greatly facilitates the management of the projects carried out in my company, not to mention that it helps us to have a better performance in terms of the flow of work of those involved by allowing collaborative work among all members.

  ### 22. My overall experience is very good.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rodrigo S. | Supervisor de TI, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 10, 2020

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

The tracking workflow in which we receive emails letting us know when a test is released for execution is amazing. It is also one of my favorites that we could take graphic reports with the overall progress during the test execution.

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

1) I just think Panaya could be more dinamic for mass edition and offer more APIs easy to connect with PowerBI and others. 
2) It is also not possible to link 1 single defect to mutiple tests within the same Test cycle, which complicates to evaluates the overall impact of a defect for the entire test cycle. 
3) I would also recommend to release an option in which the system propose a test execution timeline in S-curve type when you input all the test lines, start date and end date. 
4) I would also include an action button to make easier to revert back the "actual results" of a test that was put to retest incorrectly, since it is something relatively common to make wrongly by selecting "retest all". It would required the user to re-type all of the acual results again causing waste of time.

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

I would recommend them to prepare their orgazation to offer recurrent trainings into the tool for their users and user it for all implementations.

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

Testing massively the Business day to day applications implementation for regional and global projects and programs. It makes easier to follow up on the testing progress, find gaps and problems that need to be fixed in atimely fashion. It is also amazing to track pipeline testing in which it is possible to measure and follow up on and entire portfolio at once.

  ### 23. Your Feedback Matters

**Rating:** 5.0/5.0 stars

**Reviewed by:** Raj Seshan T. | System Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** March 18, 2021

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

Panaya is the best way to track the defects and it is helping us in our day to day change management process a lot.

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

getting access to Panaya is bit difficult and we are informed that some one from client side should provide access to support people. It will not work always

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

It is trying to help us track any change management related testing . All the dashboards and the real time data helping us to accelerate or decelerate the respective testing's based on  timelines

  ### 24. Panaya Review

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** July 29, 2021

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

change map lets you see what's happening

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

I really don't see something I dislike so far

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

If you want a continuous test and analysis for your workflows, you should look into Panaya

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

The ability to give customers faster testing and resolution and the ability to be proactive before an error even occurs

  ### 25. Makes tester's life easy

**Rating:** 4.5/5.0 stars

**Reviewed by:** Lavanya a. | Senior Technical Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** March 18, 2021

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

The feature which allows to record a transaction.

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

It has been a pretty easy user experience.

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

Panaya saves a lot of time by avoiding manual work.For example, it was a delight to use the facility which captures screenshots of the transactions which I record during a testing step. It really helps avoid time to document the test data which was used, not do i need to take manually screenshot of each screen.

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

Testing related documentation of a very big team.

  ### 26. Panaya is a great tool and the support is absolutely good!

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 22, 2021

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

This simplification is good and will really be helpful in an IT business

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

none so far that i know of. but I'd like to raise a possible concern about tcode linkage on defects. tcode should be able to have several tcode and global association to it has to be enabled to block another potential test case to be affected.

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

Association of multiple tcodes in a test step. this hasnt been solved yet due to limitations.

**Official Response from Benjamin Alimi:**

> Hi, thank you for your comments!
About your question for multiple SAP Tcodes: have you tried the 'Covered Entry Points' field in the General tab of the test?
This way you can link multiple TCodes to a test.

  ### 27. Great Project Visibility and User Experience

**Rating:** 4.0/5.0 stars

**Reviewed by:** Ian S. | Senior Analyst / Specialist Finance & Purchases Service Solutions Process Row Leader for LA, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 18, 2020

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

Panaya allows the user to keep track with an easy to follow display and navigation of open items such as defects and test scenarios. Also, allows to keep a detailed track of the project status, stoppers, delays and performance.

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

Panaya has such a huge amount of user possibilities and options for tracking and requirements that for small projects its sometimes "too much" to fill up de BPLs templates or fully understand the system to maximize performance without proper training.

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

Be prepare to take time and fully understand the system to maximize performance.

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

Visibility, tracking, performance, status, executive summaries.

  ### 28. Productive, concise and useful experience when using Panaya as part of the Oracle Cloud Project

**Rating:** 4.5/5.0 stars

**Reviewed by:** Julio R. | Sales Development Director, Enterprise (> 1000 emp.)

**Reviewed Date:** March 23, 2021

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

I feel  that the training environment was user-friendly and adapted to Mandarin Language as local team needed.

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

some bugs and issues to log in the first times which were solved promptly but caused a slight delay on the project program back then.

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

training to final users after UAT was much easier considering the big number of users needed. A more focused on task approach by project management team was also available to reach.

  ### 29. Tests done faster

**Rating:** 4.5/5.0 stars

**Reviewed by:** Fernanda S. | Enterprise (> 1000 emp.)

**Reviewed Date:** November 02, 2020

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

Payana helps us to make our process more agile. As a key user, I save time testing with Panaya because I don't need to save evidence and write a document, this process is automatic in Panaya.

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

In my case, I cannot continue the test run if I need to update a file in SAP, for example, and I need to run it manually. So I suggest to increase this point.

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

The tool allows for a test pattern. The whole test is being performed in the same way by everyone. In the documents, we have a problem with the standard model and we may have deviations.

  ### 30. Panaya is very intuitive tool

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 18, 2021

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

Panaya tool is helping my project team to manage the complete lifecycle of project implementation and support

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

Panaya tool should provide more flexible Dasboarding capability. Currently only few available are there.

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

Very insighful features to help manage the lifecycle.

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

Patch Analysis and code comparisons

**Official Response from Benjamin Alimi:**

> Hi, and thank you for your feedback!
Panaya introduced this year custom dashboards and widgets with a lot of flexibility and tons of possibilities to see what you need.
I invite you to discuss with your CSM and find how this can be leveraged for your needs. If anything else is missing, we'll be happy to hear from you and improve it!

  ### 31. Lots of Room for Improvement

**Rating:** 3.5/5.0 stars

**Reviewed by:** Rafael T. | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 06, 2021

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

The defect workflow. It's simple, no complications.

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

It is very difficult to include attachments. I would like Panaya to have something similar to Jira where I can just paste images in comments.

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

Have Patience when it comes to attachments.

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

During Business Acceptance Test, we reduce the number of hours spent by developers in handling defects by sifting out valid and invalid defects before it reaches our Rally/Jira.

  ### 32. Panaya Change Intelligence is very easy to use

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** July 29, 2021

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

Ability of Panaya CI to identify all impacted areas

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

It might not cover all imapacted areas so manual inspecion is necessary too

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

it saves lots of effort in impact analysis

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

SAP technical upgrades and Identifying impacted areas

  ### 33. Using Panaya to manage a complex ERP and international implementation

**Rating:** 4.0/5.0 stars

**Reviewed by:** Michael G. | European Business Process Owner - Product Management & Procurement, Enterprise (> 1000 emp.)

**Reviewed Date:** January 11, 2021

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

Panaya search function
E-mail notification feature
hastag functionality
Download to excel functionality

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

The system tends to run very slowly when you're sharing the screen
For Many fields it is not easy to identify the functionality they drive

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

Keeping track of system defects and new requirement
 Managing deadlines 
Assigning and controlling task ownership
Team and cross-team management

  ### 34. Usage of Panaya to track the milestone progress (i.e. Functional&Technical design, Devlopment cycle

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** January 07, 2021

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

1.for any component we can eaisly track our deadline, 
2.all stake holders can view and put their comments
3. we can review the progress and notify the others in one go.
4. we can create various dashboard to have personalize view. Same view one can share among his team to have a comon understaing about the status.
5. it supports agile methodology, which is a plus point.
6. One can create any personalize fields to store specific data.
7. it supports hashtag(#),  by which we can search all the eligible contents like #UAT_READY,

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

1. there are too much notification about given update.
2. somtime it loads very slowly, that is a irritating part from it.

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

We are using it for our impleentation development which is spanning over the year in large team size

  ### 35. Excellent testing tool with great dashboards & reports.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Randall G. | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 02, 2020

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

Dashboard and reports, and also the way to massive upload test cases!  It is really fantastic.

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

I would like to have a device app for the reports and dashboards.

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

please read the manual and tutoral, and start using righ away!   It has a great dashboad and excellent report option.  In addition, you have the option to include multiple users.   Finally, try to use learned lessons from previous tests, so for your future project, you can reapply good practices and improve overall results.    I hope you enjoy this great tool.

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

None.

  ### 36. Great platform for testing, Great UX, but needs a little more improvment.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Aaron H. | DevOps Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 22, 2021

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

User Experience - everything looks new and intuitive. Testing is easy and the application itself is friendly for new users (such as me).

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

I think there are still some functionalities and user stories that need to be added. Bulk activation of users needs to be added. Some backend work as well.

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

A lot. Will not mention here.

  ### 37. Panaya helps us to shorten our release process

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** May 19, 2021

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

SAP integration to generate the impact assessment for the release scope

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

The UI could be more intuitive and faster

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

Reduce time between release by reducing test scope

  ### 38. I have been used Panaya for 2 years for one of my medical device client, it was very useful.

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** July 29, 2021

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

Test results recording and auto record of all tester activities.

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

It should more compliant to FDA 21 CFR Part 11, mainly should work on audit trails.

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

Reduce testing time

  ### 39. Panaya for impact analysis

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** May 19, 2021

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

It provides a very detailed report on violations which is very useful for us to review and fix the issues.

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

Nothing as such. Is there a way we can get reports/logs as attachment from panaya directly to our mailbox?

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

It is a great tool and is useful for us to test and compare the files for EBIZ upgrade from 12.1.3 to 12.2.9.

  ### 40. Incredible tool to manage test scripts, specially during implementation projects

**Rating:** 4.5/5.0 stars

**Reviewed by:** Gustavo C. | Enterprise (> 1000 emp.)

**Reviewed Date:** December 03, 2020

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

The tracking of all modifications done to each and every test script.

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

Sometimes I didn't find specific reports or how to customize the existing ones.

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

We are having an implementation of an ERP Software into a big company, so that Panaya is reliable and consistent enough for this purpose.

  ### 41. Very good tool, very practical

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** November 01, 2020

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

dashboard, practical, easy to work with, the fact that the user gets email notifications and he can react quickly in the test phase, 
defects are very easy to follow up, easy to document the test and also to export the test scripts into PDF files, 
easy to load test scripts and to download test cases per user, defects. One of the most easiest tools I have ever worked for during a SAP roll out. 
Excellent tool,

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

that sometimes it only works with Internet Explorer, the recorder should work as well with Google Chrome

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

To use all facilities of the tool, including the dashboard and test steps and follow up

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

SAP testing, fast and practical

  ### 42. Panaya Review

**Rating:** 4.5/5.0 stars

**Reviewed by:** David O. | Technical support, Enterprise (> 1000 emp.)

**Reviewed Date:** March 18, 2021

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

Ease of use - intuitive interface, easy to navigate and upload files.

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

Not sure if there's anything I dislike; once or twice in 6 months it happened for the tests to upload a little slower.

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

I managed to easily organize my files and upload test results.

  ### 43. Userfriendly

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** January 05, 2021

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

Userfriendly tool for both testers and developers, managers, ...  one of the few tools I like with little overhead, with dashboards on top of it to make also the managers happy.  Efficient, clean, ..  what is not to like except the price ?  handy that you can attach files, print screens, ..

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

The tool is a lot more expensive then just keeping a shared spreadsheet.

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

A good aid in small to larger teams, helps communication and tracking

  ### 44. Had run for PANAYA extraction program for FPS upgrade

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** May 19, 2021

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

We were facing issue with PANAYA extraction program  & were facing challenges but got prompt response

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

We are still in the process of analysing & didn't face any issue until now

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

Got summarized report for all the corrections which we need to fix before proceeding ahead with upgrade

  ### 45. Practical

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** March 18, 2021

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

Easy use. Information repository for test.

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

Panaya cannot be used for SAP functions.

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

The tests are more easily and quickly to do. There is a repository of test that other testers can use without knowing a lot of the test.

  ### 46. Panaya's absolutely fantastic!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Delmy C. | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 19, 2020

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

How easy it is to use and understand it.

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

Nothing, everything has been friendly on my experience using the application!

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

It is an app very easy to use, you are able to understand it and work on it to do your testing's!

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

Panaya has helped me solved different issues with the systems that I use on my work place

  ### 47. Powerful & user friendly tool to facilitate SAP upgrades

**Rating:** 4.5/5.0 stars

**Reviewed by:** arnaud c. | SAP ERP Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 18, 2021

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

Easy adoption compare to others tools available on the market

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

Not yet compatible with all pharmaceutics audit requirements. 
I hope Panaya team will delivered thoses functions ;-)

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

Mainly SAP code review during SAP upgrades & non regression tests

**Official Response from Benjamin Alimi:**

> Hi Arnaud and thank you for your comment!
Several big pharma companies use Panaya for their testing activities, and Panaya has many features to support regulated industries (e-signatures, audit-ready test evidence, requirement traceability matrix, approval workflow, user management with roles and permissions, audit trails, export of all electronic records, etc.).
I invite you to discuss with your CSM about your needs and raise to us what is missing. We'll be happy to find solutions for you!
Could you 

  ### 48. Over all good experience with Panaya

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** March 24, 2021

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

Test recording is the best and we can retrieve results when ever we want and as evidence we can just add Panaya link

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

Connection between Panaya and SAP should be made simpler and easy. It should also work with all the browsers with out any extensions

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

Users can easily raise defects and we can keep track of the defects and resolve them in timely manner without back and forth emails

  ### 49. Panaya is very useful

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** January 08, 2021

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

I like that the tool can indicate the defects of the components for an Oracle E bussines Suit migration

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

Just a little the reports should improve

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

Very useful to manage migrations, facilitating the correction of defects.

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

What problems are you solving with Panaya Change Intelligence? 
I am troubleshooting a migration with Oracle E-Business Suit.

What benefits have you realized?
It shows me most of the components that have defects

  ### 50. Panaya is am AWESOME Tool

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** November 13, 2020

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

It is an excellent tool to carry out the step by step of the business processes, both operational and in software, very very complete.

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

I do not see a fault anywhere, the tool is very precise when working.

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

The benefits have been many, from greater support in internal audits of the processes, and leading to a greater workflow.


## 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=10&section=pricing&secure%5Bexpires_at%5D=2026-08-02+12%3A09%3A41+-0500&secure%5Bsession_id%5D=e2bf27b2-714e-4059-a764-94a49ce5cfc6&secure%5Btoken%5D=e73ebcd742b5965f06efe0a4c4afe12937973451471b3fd1a9528622fa95a83f&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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