---
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 541 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: 541
  scale: '5'
date_modified: '2026-08-09'
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:** 541
## 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. Panaya helped us in track each change that we made and help us understand the impact that it caused

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** June 05, 2023

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

1. We got insights of our code and compare it with the last existing code.
2. With one dashboard we can view reports and visualisation too.

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

The list view screens are inconsistent. They operate betweem release dynamix and test dynamix and administrative tools.

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

It helped us in the testing phase of the project where it made our job very easy to assign defects, track progress, run analysis on them and check the status. All under one dashboard.

  ### 2. Panaya Best Tool

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** February 16, 2023

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

it's best for ERP testing projects making it easy to collaborate realtime. It's easy to use, easy to understand and easy to navigate

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

when recording a new test data, there a a lot of extra steps to record the test data. To make this better, i expect it to lessen the steps.

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

It helps in test management, making sure that the test steps of the business processes are documented. The solution also deals with defect and risk documentation, which eliminates the need for a second root-cause investigation into a previously discovered defect.

  ### 3. Panaya review

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** May 04, 2022

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

It is very helpful in analysis. It gives us a complete list of where all the components  are used in the org from the sandbox as well as production.

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

It does not show the custom setting result.
The result given is not a complete list (on checking in ORG you find more result which are missed by the Panaya search)

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

We use it like Grep search, to find where all the componenet name or profile name or custom field is used in the org, in which all components it is used.

  ### 4. Phenomenon Test Environment

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** May 16, 2023

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

Easy to navigate on the site, test instructions easy to understand based on the testers requirements, easy to track progress, sharing of links makes it easier to get support from colleagues

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

There is absolutely nothing to dislike about Pananya, as it is secure, making it easy to complete tasks and tracking of progress, recieve updates timeously on available tests

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

Make it easier for international candidates to track each other's progress during a testing phase and assist with any challenges encountered during thr projects

  ### 5. Panaya Change Intelligence has complete testing tool set optimized for classic & lightning interface

**Rating:** 4.0/5.0 stars

**Reviewed by:** Ramkumar N. | Salesforce Developer, Information Technology and Services, Enterprise (> 1000 emp.)

**Reviewed Date:** July 23, 2022

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

With the implementation of Panaya, we are capable of making quick enhancements that cope with our incremental sales demand & releases. Potential forecast details offered are useful in understanding the dependencies of each component & in preventing impacts before change implementations. Testing time is also significantly reduced thanks to its fluid framework & we manage to perform all our tests before & during our product development. For corrective measures, we can go for its real-time control feature which tracks all test progressions, defects and potential impacts on our business.

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

Sometimes it's difficult to comprehend the product rules, price rules and other critical dependencies in the Panaya user interface. We would like to obtain documentation for handling our Salesforce CPQ calculations so that we can effectively avoid costly mistakes. It would also assist us in validating our new features & we can ensure that they are in harmony with our existing CPQ features without any conflicts.

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

We had difficulties understanding the risks in diversified areas of our client's demands but after moving to Panaya, we only had to focus on our testing efforts. Panaya Change Intelligence offered great scope on fields that need our attention for the specific change & release so that we don't waste our time doing unnecessary tests. We are also satisfied with its quick quality change feature that enables us to deliver an optimized user experience for our CRM applications. Its intuitive dashboard provides granular visibility on all the CPQ changes that were carried out & also offers Root Cause Analysis for our change implementations on a real-time basis.

  ### 6. Always had a great experience using panaya since 7 years

**Rating:** 4.0/5.0 stars

**Reviewed by:** Lovely R. | Sr. Application Operations Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** February 14, 2023

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

1. It Makes upgrades and patching easy.
2. Due to panaya, the task of remediating customized objects was quite easy.
3. Testing multiple and tracking defects is much convenient

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

Panaya licensing cost is a little higher.

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

1. Online Patching.
2. Test cycle management
3. Real-time tracking of defects

  ### 7. Inspiring tool for project management excellence

**Rating:** 5.0/5.0 stars

**Reviewed by:** Damien S. | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 15, 2023

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

This tool allows our organization to move for a better organized requirement collection, test execution and kpi monitoring during rollout. I definetly recommend it and support from Panaya's team.

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

i can only recommend it. Still a lot of opportunities.

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

Team organization.

  ### 8. Concept is very unique and able to capture all the minute details in well structured manner

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mohsin P. | Deputy General Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 14, 2023

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

It converts the screenshots into recording mode, and no additional efforts are required

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

There is nothing that tends to dislike Panaya

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

Everything is getting captured in well versed manner which helps end user or management to review all minute details which were conducted by us

  ### 9. A review of Panaya after using it for 1.5 years

**Rating:** 4.0/5.0 stars

**Reviewed by:** Sagnik C. | Advisory System Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** August 09, 2022

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

The interface is user friendly and self explanatory.

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

I think if there was a handy user manual then it would have been great.

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

It is helping us validate our integrations after Oracle is applying the patch to the ERP Saas platform.

  ### 10. A Solid Testing Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Business Supplies and Equipment | Enterprise (> 1000 emp.)

**Reviewed Date:** May 16, 2023

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

Easy to use, follows good testing practice e.g. able to link test scripts and defects.
Able to add custom fields to suit project demands.
Multiple cycles within projects.
Export of defects for analysis and reporting.

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

Reporting could be more comprehensive and customisable.
View only licenses would be very useful.
Does not support the Oracle cloud objects as it did with non cloud.

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

Clarity of software testing, prompt resolution of defects, test script management and execution.

  ### 11. Panaya Review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jaykumar P. | Enterprise (> 1000 emp.)

**Reviewed Date:** May 16, 2023

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

I enjoy using Panaya and would highly recommend

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

There is nothing that I dislike, I enjoy using Panaya and would highly recommend

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

It makes offline hassle like test documentation vanish and automates the process

  ### 12. good solution

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Mechanical or Industrial Engineering | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 02, 2022

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

possibility to create test scenarios from scratch and automate tests

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

when a test project is created there is no option for assigning a solver/developer automatically when the user creates a defect. the configuration is not per project, but valid for the whole client.

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

in my point of view, the main benefits are test routines creation with automated evidence gather and test automation

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

test management.
the benefits are related to test process automation and evidence collection.

  ### 13. Good

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** August 02, 2023

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

I like the interface of the Panaya Change Intelligence

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

I don't like the fact it gets logged out after 30 mins of inactivity

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

Defect list and jira linkage

  ### 14. Productive Testing done Productively

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sourabh U. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2023

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

Smooth Analysis and removal of bugs which helps in testing the functionality

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

More filter can be aaded e.g. to add a column with todo dates

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

Testing the functionality which enables us to ensure the build quality.

  ### 15. Used by us for many project testing phases

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** May 16, 2023

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

is clear and easy to understand, good documentation of the tests

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

I don't see any potential for change at the moment

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

good documentation of the tests

  ### 16. Panaya Review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sree J. | Enterprise (> 1000 emp.)

**Reviewed Date:** May 24, 2023

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

It is User Freindly.It Makes Testing Easy

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

It is very difficult and complex to create recordings.

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

It Makes Testing Convenient and Efficient.

  ### 17. Panaya Review

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** August 08, 2022

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

Recording of the testing is a good feature.  Allows you go to back and review exactly what was done.

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

There always seem to be issues getting the recording to work with certain browsers.  It can be frustrating having to try different browsers and settings to finally get the recording feature to work.

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

Complete ERP and consolidation systems company wide transformation-  it allows all testing to be completed in one place.

  ### 18. Decent Tool with a lot of scope for improvement

**Rating:** 2.0/5.0 stars

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

**Reviewed Date:** July 26, 2023

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

Intuitiveness
Good Data visualization
Filter options
Customoziations

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

Sometime cumburome UI
Need some self guided instructions

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

Testing

  ### 19. Very easy to access and track status and collaboration between Deployment and Site teams.

**Rating:** 3.5/5.0 stars

**Reviewed by:** RAVICHANDRA P. | technical executive, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 05, 2022

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

Score visibility for the status of the project progression at multiple levels. And attaching evidence images or snaps of the BAT testing for each test case adding is super easy. No need to save snap on the desktop to attach can paste it directly.

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

Searching & Identifying projects is a bit difficult with keywords. Under the project tree expecting project owners info on hovering the cursor, part of this project is owned by ty xyz like.

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

I do use this frequently to do BAT tests for the projects, and it's very easy to track and connect with third-party teams from the site to clear defects of projects.

  ### 20. Great tracking features. Mostly easy to use

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** August 08, 2022

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

It's fairly easy to use and view what's left to be accomplished

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

Navigation is somewhat difficult. I sometimes have trouble finding where i need to be. I sort of click around until i find the correct spot

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

It makes it quick and easy to view the status of each step implementing a project

  ### 21. Clear representation

**Rating:** 5.0/5.0 stars

**Reviewed by:** ajay k. | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 16, 2023

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

Everything is clear and all the things are alligned in proper places, never need to search for what need because everything is at its places

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

I at first thought it is difficult to walkthrough with panaya but it is cool & easy

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

Every details has to be much clear

  ### 22. Overall Good experience

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** June 07, 2023

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

reduce Manual testing effort and is Time efficient

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

Did not find it user friendly and some things needs to be made easy to use.

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

Panaya change is helping in time management

  ### 23. Nice tool for test and how to doc

**Rating:** 4.5/5.0 stars

**Reviewed by:** Baptiste B. | Business Process Owner, Enterprise (> 1000 emp.)

**Reviewed Date:** February 16, 2023

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

Very user friendly, very easy to use, time saving when you want to record the test thta you do for proof purposes and also for documentation purpose (like : user guides)

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

Nothing, it is simple to understand and easy to use on daily baisis

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

time saving

  ### 24. EASY TO USE AND EFFICIENT

**Rating:** 5.0/5.0 stars

**Reviewed by:** nizar d. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 21, 2023

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

panaya works very well to identify test cases required related to any development. easy tool to use for loading test cases and tracking progres

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

nothing to tell beside sometimes the performance is not good

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

testing softwares and finding bugs

  ### 25. Excellent tool that help to manage entire Large project with SAP on cloud solution.

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** November 18, 2020

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

Dashboard, Mass update feature, assigning and defining the roles for defect and testing

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

Mass upload option availability in all other options

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

NA

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

Seamless tracking and getting various teams within organisation or out side from vendors

  ### 26. Easy to Record and Document

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 11, 2023

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

Every month Panaya come up with new upgrades which will helpful to the users

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

Panaya is not a robust automation tool. It has some limitations

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

It reduces too much documentation and with clear steps.

  ### 27. Satisfied

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** May 09, 2023

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

The layout and ease of use is enhancing my interest to use it.

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

Nothing at this time. I like the features I use.

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

It helped us in ERP transformation project for logging and tracking defects.

  ### 28. Panaya Review - Game Changer

**Rating:** 3.5/5.0 stars

**Reviewed by:** Sushil M. | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 14, 2023

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

Panaya gives you complete insights about your metadata with visual representation.

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

Currently nothing as such in my mind about which panaya cannot do.

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

Its giving full insights about schema which help us to design future implementations more efficiently.

  ### 29. Extremely user friendly, good looking interface

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** November 08, 2022

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

Panaya was great to use, and even has contingency to perform manual acceptance in the event the recorder was not working during UAT activities.

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

Use on Microsoft Edge which is the default browser for our organisation was slow and clunky. No problems encountered when switched to Google Chrome.

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

The recorder function aids in recording various SAP transactions in Quality system for UAT testing, with reviews and signoffs prior to the overall SAP patching process being completed and moved into the production system.

  ### 30. Overall the tool is designed to support our testing needs

**Rating:** 4.0/5.0 stars

**Reviewed by:** Bridget G. | Enterprise (> 1000 emp.)

**Reviewed Date:** February 14, 2023

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

Dashboard and data analytics capabilities

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

high amount of memory needed for recording, need better stop start features when recording as well.

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

Tracking for Audit purposes, documenting the tasks for user testing

  ### 31. Practical and everything consolidated in one place

**Rating:** 5.0/5.0 stars

**Reviewed by:** Carolina L. | PMO, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 15, 2022

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

Filters that can be parameterized, general overview of progress and pending tasks, simple and practical

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

There is no help in Spanish, improve development and allow working with Windows windows.

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

manage tests with user and capture errors

  ### 32. Powerful tool with a bit of a learning curve, but excellent documentation

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** May 04, 2022

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

The recorder tool makes it very easy to troubleshoot issues testers are having. It also makes other potential design issues apparent even when testers can pass their test scripts. There is plenty of documentation for using the system.

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

Communication in defects could be clearer - what parts are sent out in the email notification? Comments, attachments, etc.? A way to copy paste into the test steps grid would be awesome, or to propagate something down a column (if there is a way, it should be clearer on how to do it)

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

This is helpful for performing UAT with solid evidence without a lot of legwork from testers. It helps streamline reporting and troubleshooting bugs, and communicating with users during the process.

  ### 33. Very good tool and User Friendly

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mukesh R. | Associate Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** November 08, 2022

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

I mostly like how the design id developed.

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

As of now nothing.Everything seems to be working good.

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

For tracking of SIT and UAT defects we are using panaya tool and indeed its a great experience after using it.

  ### 34. Panaya- Salesforce

**Rating:** 4.0/5.0 stars

**Reviewed by:** Sowmya P. | Business Systems QA Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** December 09, 2022

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

Panaya is used for analysis about the dependencies between different salesforce objects . So thus reduces effort when any fields are removed or added

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

Didnot completely utilized all the features yet

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

Panaya is used for analysis about the dependencies between different salesforce objects . So thus reduces effort when any fields are removed or added

  ### 35. Great UI and good tool for impact assessment, Testing and specific code analysis for Project

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** August 09, 2022

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

I like the UI and ability of Panaya to get all the analysis in form of Test tasks and Correction tasks.
Customer support and responsiveness are good
Teams' openness to incorporate changes and providing a customer-specific interface to allow for a customer-specific review process is great

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

Workflow for analysis by multiple teams not available
The accuracy of the impacted objects is not there and teams are not very confident with the impact called out
Post initial analysis the ability to assign the tasks to relevant teams not shared by Panaya and it takes a large effort on release and functional team to analyse and assign to relevant teams
Mismatch in the support packages from what is shared by Basis vs what is given by Panaya is a big GAP

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

Solves the high time required for impact analysis and gives an interface to store and leverage data of the last few years to grow the customer-specific knowledge

  ### 36. Definitely a game changer

**Rating:** 4.5/5.0 stars

**Reviewed by:** Camilo G. | SAP Security Coordinator, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 08, 2022

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

They way panaya goes through you system and provides insights of the information you would take weeks on building, it does it in a few moments

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

I would like to be  able to filter out the comments contained within each issue line, as there is important information that you use to work on the assignments

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

The fact that you can identify the gap between the new and old system, makes your life much easier.

  ### 37. easy management and report services

**Rating:** 4.5/5.0 stars

**Reviewed by:** Cristian N. | Lead Consultant, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 15, 2022

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

easy to use , Reports "ad-hoc" , export report to pdf or excel format , testing ambient and adjust. Teams managment.

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

report in test area .

be able to track when we return a defect to the user

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

mainly in the stage of adjustments of programs z and defects in the tests.
less adjustment times and error detection

  ### 38. Panaya Impact analysis over all good

**Rating:** 4.5/5.0 stars

**Reviewed by:** HImanshu S. | Architect, Enterprise (> 1000 emp.)

**Reviewed Date:** May 04, 2022

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

The org overview is good and was able to analyze the most important features required. Too vast and one needs to learn a lot to make the best use of it. The 360-degree analysis is also very good

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

The reverse analysis is a button and a few places where we can get the overall analysis platform-wide are missing.  There is no option for analysis based on the fields of the object.
UI can be more colorful and there can be ch=rarts

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

There are lot of improvements please work on the feedback provided above

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

Analysis of platform for the daily use cases. 
to have the impact of individual components and maintain the org.

  ### 39. Perfect tool!

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** August 16, 2022

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

Easy to learn. Perfect when you face a situation when broad tests need to be performed and a lot of people have to be involved.

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

The interface could be more user-friendly. Sometimes finding a particular task/test is difficult. Especially when you take part in lot of tests.

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

Perfect to perform broad system tests. Immediately inform responsible people about steps which needs to be taken, so no additional communication (like separate emails) is needed, 
Moreover ste statistics dashboards show progress up-to-date, so it is really ease to follow up on daily basis and make reports.

  ### 40. It's an amazing tool to have all the schedule of a new project, the dashboards have a great view!

**Rating:** 5.0/5.0 stars

**Reviewed by:** JORGE C. | Plant Master Scheduler S&OP, Enterprise (> 1000 emp.)

**Reviewed Date:** August 08, 2022

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

The dahsboards and graphes are great to view and are easy to use as well

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

The connection with SAP was a little bit slow and have a delayed response

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

The worflow process that Panaya handle was amazing because that allow us to complete all the tasks by levels and cannot start a task if you had more delayed to proccess

  ### 41. Panaya Test Dynamix

**Rating:** 3.5/5.0 stars

**Reviewed by:** Ari O. | Head of Testing Center of Expertise, Enterprise (> 1000 emp.)

**Reviewed Date:** February 03, 2022

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

The aspects which I like the best with Panaya are the overall ease of use with an intuitive user interface. Cloud-based usage. The possibility to record activities in an application to create documentation. The help pages are excellent with nice explanations and clear videos. The customer support is also active and friendly.

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

Customization is slightly lacking compared to similar products (for example, some fields are mandatory and cannot be removed or hidden). The user administration features could be further enhanced. When it comes to the license types floating licenses should also be offered in addition to the named licenses which is the only option currently.

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

If you can get a reasonable price for the deal, then you can consider purchasing Panaya licenses. I would consider Panaya mainly if you work within SAP (ECC). With its current pricing, other tools are cheaper and more mature. Naturally the other tools which you have for demand management and development management should also drive your decision making. If you for example are using JIRA then there are plenty of add-on Test Management tool options which have good prices and features.

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

Having a Test Management tool to plan, document, and track testing activities within our SAP platform. Previously teams were not using proper testing and test management tools but instead used Microsoft suite of applications. Having any proper Test Management tool such as Panaya will definitely help your teams to become more structured and process oriented in their testing activities. If you need to provide evidences for audits then you can auto generate testing results with Panaya very easily without any extra effort.

  ### 42. I loved Panaya because of its simplicity to handle and execute test scenario.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Gajanan K. | SAP Consultant to do testing., Small-Business (50 or fewer emp.)

**Reviewed Date:** November 03, 2020

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

We don't have to create separate test script and also you can upload it through excel template.

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

I dont like Test PDF document generated from PAnaya as it has duplicate entries. Already raised with PAnaya.

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

PANAY is good tool for testing. Use it.

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

HANA database change program for GCP JCI. It reduced my time to create test script and and test document.

  ### 43. Panaya review based on the user for more than an year

**Rating:** 4.0/5.0 stars

**Reviewed by:** ABARNA P. | System Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** May 09, 2022

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

Easy to use,
filters option, 
easy defect tracking,
import and export options,
multi-edit option,
easy to manage fields,
Test case execution section for record and run.

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

Sometimes it takes too much time to load,
if we have multiple projects, and if we try to open a defect, sometimes it will open a defect from some other project.

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

Creating the defects and maintaining the defect in excel was quite difficult, but here we can add no. of defects and we can export them to excel and other formats for our reference.
In the same way, we can add the defect by importing the excel.

  ### 44. Good Flow Documentation.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kanchan  B. | Experienced Senior Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** November 08, 2022

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

Overall Process documentation from Features till production validation with reporting capability at every stage.

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

Connection with new system for small project is sometimes tedious for automatic recording but as we have option of manual testing, we can work withthis.

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

End to End project tracking specially in the agile model.

  ### 45. Panaya Review as SAP Fiori Manager

**Rating:** 4.0/5.0 stars

**Reviewed by:** Ashish K. | SAP Fiori Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 04, 2022

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

Very nice product to update the defects, add new bugs and also proper filters available to find out what all defects were assigned to a particular person. Easily manageable with single click.

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

Sometimes it can become a little track to track the change history of a specific bug. Also there can be a way to make some of the field mandatory manually and change the configuration as per the need

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

Tracking of defects for the project, assigning them to various team members and checking how much time is being taken by them to fix the issues. This increases the productivity of the entire team,

  ### 46. The best testing journey experience ever.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Xavier V. | IT Business Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** August 13, 2022

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

The app to record evidence while the test is running and the ability to open and track defects linked to test/step.

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

Certian application like Postman for EDI transmissions can't be recorded when a test un runned in automatic mode.

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

SITand UAT cycle process, all testers, test coordinators, developers in a single and common platform

  ### 47. MY main key to the success of the upgrade project

**Rating:** 5.0/5.0 stars

**Reviewed by:** Benny K. | Business Applications Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 10, 2022

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

I have used Panaya as my main tool for managing a very big and complicate upgrade project and it was the main key to the success of this project!
1.	I had one place to manage and integrate the corrections and tests
2.	Very powerful dashboards that I build after a short training
3.	Very good support and customer success team

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

The automatic test (quick tests) didn’t work smoothly with a web applications

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

Grate tool for integration my development team and the testing team.
It saved me a lot of time (and money) by focusing my resources on the right direction

  ### 48. Due to my the great usuability of panaya I realy recomen it to other companies

**Rating:** 5.0/5.0 stars

**Reviewed by:** Amanda A. | analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** August 08, 2022

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

The usability to record the steps during the test was great, we can easily understand how the process to start the record work and how to find the images of the process when it was finished.

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

The navigation structure between projects sometimes becomes a bit confusing, and some times are difficult to find the process that we need to test.

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

With Panaya we can easily check how the process was made by the users and understand how they get to the result or to identify the error that were happening in the test.

  ### 49. Exciting, easy but requires improvements

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** May 04, 2022

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

1. Effort estimation
2. Automatic Fixes
3. Direct fix from Panaya tool to SAP
4. Works as a PM Tool and helps in real time team tracking
5. Line by line guide for fixes and notes are given wherever applicable.

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

1. Some objects are missing and have to manually reach out to support team.
2. Related Corrections are program specific.
3. Some corrections are just displaying even if the notes are obselete. Notes from business areas which are not implemented are also displayed.

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

Great assistance tool especially for migration projects

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

1. Using it as a Custom objects analyser for S/4 Hana Upgradation.
2. Object list can be categorized in many different ways. Thus help in figuring out important programs easily.
3. Can be used as a PM Tool/Tracker.

  ### 50. A valid Project Management Tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Michael G. | European Business Process Owner, Enterprise (> 1000 emp.)

**Reviewed Date:** May 05, 2022

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

I like very much the possibility of tagging people and sending emails directly through the comments. What I like best are all the possible, configurable dashbaords.

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

I don't see many downsides in using this software as it's very user-friendly and I didn't notice any particular feature which was a show-stopper.

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

Managing a huge-scope project of implementing an ERP is the challenge we are facing and Panaya Change Intelligence is helping us deal with it in the best way. Wea re able to keep progresses under control, review the status with precision and take the needed corrective actions.


## 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=7&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-08-12+11%3A18%3A31+-0500&secure%5Bsession_id%5D=2cd35aca-e1e2-409a-8ca6-b14ad9935e7f&secure%5Btoken%5D=b9d6d9bf394fb34ca3fd129a095f3e3867a577028cc62a01f8a2fe6d01a9db18&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
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Additional Functionality**
- Approval Workflow
- Data Import/Export
- Vulnerability Scanning
- Collaboration Tools
- Real-Time Data
- Risk Management
- Production Cost Tracking
- Inventory Control
- Estimating
- Barcode/Ticket Scanning
- Parts Management
- Bill of Material Analysis
- Barcoding/RFID
- Work Order Management
- Quality Control
- Forecasting
- Generative AI
- Production Management
- AI Copilot
- Data Catalog
- Third-Party Integration
- Reporting & Statistics
- Cost Tracking
- Single-level BOM
- Document Management
- Multi-level BOM
- Search/Filter
- Change Management
- Price and Cost Calculations
- Vulnerability Assessment
- Activity Dashboard
- Product Data Management
- Compliance Management
- API
- Audit Trail
- Item Management
- Purchase Order Management
- Customizable Fields
- Multi-Currency
- Requirements Management
- BOM Creation
- Components Tracking
- Multi-Location
- Threat Intelligence
- Real-Time Reporting
- Inventory Tracking
- Real-Time Analytics
- Shipping Management
- Supply Chain Management
- Planning Tools
- Workflow Management
- Bills of Material
- Accounting Integration
- Quotes/Estimates
- Order Management
- Automated Scheduling
- Accounting
- Inventory Management
- Safety Management
- Reporting/Analytics
- Job Costing
- Quality Management
- Sales Order Management
- Distribution Management
- Production Scheduling
- Multi-Channel Management
- Financial Management
- Supplier Management
- Maintenance Management
- Production Tracking
- Status Tracking
- Warehouse Management
- Traceability
- Monitoring
- Billing & Invoicing
- Inventory Optimization
- Project Management
- Real-Time Monitoring
- Corrective and Preventive Actions (CAPA)
- Data Visualization
- Statistical Analysis
- Performance Metrics
- Job Management
- Customization
- Statistical Process Control
- Real-Time Notifications
- For Manufacturers
- Point-of-Production Analysis
- Data Management
- Data Linking
- Customizable Reports
- OPC Data Collection
- Data Entry
- Scheduling
- Data Capture and Transfer
- Secure Data Storage
- Trend Analysis
- Defect Tracking
- Third-Party Integrations
- Regulatory Compliance
- Visual Analytics

**Additional Functionality**
- Code Generation
- Text to Image
- Generative AI
- API
- Natural Language Processing
- Virtual Characters and Avatars
- Content Generation
- Personalization and Recommendation
- Conditional Generation
- Transformer Model
- Automated Image & Video Editing
- Interactive and Co-Creative Systems
- Text Summarization
- Data Augmentation
- Variation Autoencoder Models
- Adversarial Training
- Transfer Learning and Fine-tuning
- Simulation and Scenario Generation
- Creative Design
- AI Copilot
- Prompt Engineering
- Foundation Model

**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

**Additional Functionality**
- Commenting/Notes
- Approval Workflow
- Drag & Drop
- Task Management
- Generative AI
- Test Case Management
- Quality Assurance
- Risk Management
- Access Controls/Permissions
- Testing Scripts
- Templates
- Customizable Fields
- Data Import/Export
- Collaboration Tools
- Audit Trail
- Issue Tracking
- Automated Testing
- Traceability
- Prioritization
- Alerts/Notifications
- Single Sign On
- Milestone Tracking
- Activity Dashboard
- AI Copilot
- Reporting/Analytics
- Repository Management
- Multiple Test Types
- Requirements Management
- Parameterized Testing
- Test Run Tracking
- Defect Tracking
- Screen Capture

**Agentic AI - Automation Testing**
- Autonomous Task Execution
- Natural Language Interaction
- Proactive Assistance
- Supports Parallel Execution

**Execution & Analytics**
- Intelligent Reporting
- Visual Anomaly Detection
- Root Cause Analysis

**Additional Functionality**
- Assessment Management
- Reporting & Statistics
- Security Testing
- Parameterized Testing
- Data Visualization
- Data Import/Export
- AI Copilot
- API
- Unicode Compliance
- Monitoring
- Performance Management
- Real-Time Reporting
- Issue Tracking
- Performance Testing
- Bug Tracking
- Compliance Management
- Move & Copy
- Requirements Management
- Hierarchical View
- User Management
- Software Testing Management
- Model-Based Testing
- Activity Dashboard
- Issue Management
- Quality Assurance
- Version Control
- Activity Tracking
- Data Extraction
- Static Analysis
- Requirements-Based Testing
- Real-Time Monitoring
- Customizable Reports
- A/B Testing
- Alerts/Notifications
- Action-Word Testing
- Test Script Reviews
- Data Storage Management
- Workflow Management
- Generative AI
- Collaboration Tools
- Drag & Drop

## Top Panaya Smart Testing and Change Intelligence Alternatives
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