[ Panaya ... Reviews ](https://www.g2.com/products/panaya-smart-testing-and-change-intelligence/reviews) [ Panaya ... Reviews ](https://www.g2.com/products/panaya-smart-testing-and-change-intelligence/reviews) # Panaya Smart Testing and Change Intelligence Features ##### ## Functionality (3) Test Repository Build, collect, and store all necesary software tests and test cases in one location. Integration Integrates with software testing tools and other development software. Test Diversity Supports multiple testing types (e.g., regression, smoke) and methods (e.g., integration, performance). Show More ##### ## Management (3) Reporting Deliver reporting and metrics around test cases, uses, and results. Version Control Retain previous versions of tests and test cases. Scaling Scale to handling thousands or tests, cases, and users without loss of functionality or efficiency. Show More ##### ## Functionality (4) Test Feedback Provides developers with actionable insight after running tests. Test History Maintains a thorough history of test logs for future reference and analysis. Customization Grants developers granular control to define tests and test parameters. Test Variety Allows developers to automate a wide variety of test types according to need. Show More ##### ## Automation (3) Organization Automatically assigns relevant followup tasks and notifies appropriate team members of status after testing. Reliability Runs tests automatically and reliably according to the parameters and frequency defined. Thoroughness Tests completely and thoroughly to minimize developer workload. Show More ##### ## Agentic AI - Automation Testing (4) Autonomous Task Execution Capability to perform complex tasks without constant human input Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Supports Parallel Execution Run multiple tests simultaneously in different environments or parts of the code base Show More ##### ## Agentic AI - Software Testing (3) Autonomous Task Execution Capability to perform complex tasks without constant human input Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - SAP Store (6) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## AI Test Generation & Authoring (3) UI-Based Test Generation Effectively creates tests by recording or analyzing user interface interactions. Natural Language Test Creation Accurately translates plain-language descriptions into functional tests. Test Coverage Suggestions Provides AI-driven recommendations for improving test coverage. Show More ##### ## Test Maintenance & Resilience (3) Self-healing Tests effectively self-heal to adapt to changes in the application. Dynamic Element Locators Identifies application elements even after their properties change. AI-Powered Test Maintenance Reduces the time and effort required to maintain existing test suites via AI. Show More ##### ## Execution & Analytics (3) Intelligent Reporting Provides insightful dashboards and reports for understanding test results and overall application quality. Visual Anomaly Detection AI accurately identifies unintended visual changes or bugs in the user interface. Root Cause Analysis Analysis clearly pinpoints the root cause of test failures. Show More ##### ## Additional Functionality (174) Assessment Management Creation, administration, and evaluation of assessments or tests Reporting & Statistics Collection, analysis, and representation of numerical data and generation of reports to understand various patterns Security Testing Uncovers vulnerabilities of the system and determines whether system data and resources are protected from possible intruders Parameterized Testing Allows developers to run the same test over and over again using different values Data Visualization Graphical representation of data Data Import/Export Import and export data to and from software applications AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users API Application programming interface that allows for integration with other systems/databases Unicode Compliance Consistent way of encoding multilingual text that enables the exchange of text data internationally Monitoring Observe and track the demand, usage, progress or quality of a system, product, or user Performance Management Organize and manage the accomplishments and development of employees or performance of applications or systems Real-Time Reporting Active reporting of data and metrics Issue Tracking Record and follow the progress of every issue Performance Testing Allows developers to check if their applications/web browsers are running as expected. Bug Tracking Monitor and track bugs and issues in the system. Compliance Management Track and manage adherence to policies for any service, product, process, or supplier Move & Copy Copy and paste test cases in order to use the same tests in different suites and plans Requirements Management Enables creation, management, and tracking of product requirements & features during product production/development Hierarchical View Organize test cases into hierarchical test plans User Management Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks Software Testing Management Model-Based Testing Technique where run time behavior of software under test is checked against predictions made by a model Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Issue Management Identify and respond to unexpected problems or failures (ie. "negative events") Quality Assurance Systematic evaluation of various aspects of a project or service to prevent defects or issues Version Control Track revisions and updates made to files and navigate between different versions Activity Tracking Track and document all activities across devices, networks, and other systems Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Static Analysis Software testing technique by which we can check the defects in software without actually executing it Requirements-Based Testing Assess the performance and functionality of software by testing against predefined requirements and specifications Real-Time Monitoring Active monitoring of systems, applications, or networks Customizable Reports Alter the layout and content of reports A/B Testing Test multiple versions of emails, forms, content, or other campaign elements to gauge effectiveness Alerts/Notifications Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Action-Word Testing Scripting technique that uses data files to contain the keywords related to the application being tested Test Script Reviews Ability to create, review and approve test scripts Data Storage Management Manage and store data in a database Workflow Management Create, design and manage workflows for repetitive tasks Generative AI Use AI to generate content in the form of text, images, videos, etc. Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Drag & Drop Assemble applications and processes by dragging over and arranging pre-built components Approval Workflow Route documents and other data through one or more stakeholders for review and approval Data Import/Export Import and export data to and from software applications Vulnerability Scanning Discover patch statuses and vulnerabilities Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Real-Time Data Receive data and information in real time Risk Management Process of identifying, evaluating, mitigating, addressing and reporting on potential risks or uncertainties Production Cost Tracking Inventory Control Monitor product stock levels Estimating Estimate expected cost based on various factors before a project begins Barcode/Ticket Scanning Scan barcodes to ensure accurate pricing and label tracking Parts Management Track parts inventory levels and manage re-stocking Bill of Material Analysis Barcoding/RFID Identify and track items using barcode tags or RFID (radio-frequency identification) tags Work Order Management Creating, assign, and track jobs and/or tasks for work orders Quality Control Ensure that quality requirements and standards are met across production processes Forecasting Form predictions based on past and present data/trends Generative AI Use AI to generate content in the form of text, images, videos, etc. Production Management Manage the end-to-end production process for manufacturing operations AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Data Catalog An organized inventory of all data assets Third-Party Integration Addition of necessary external data, applications, tools, or features Reporting & Statistics Collection, analysis, and representation of numerical data and generation of reports to understand various patterns Cost Tracking Process to track, record, and analyze expenses that occurred over the entire duration of a given project Single-level BOM Create, manage, and share one level of an assembly with the entire product team Document Management Store, manage, and track all electronic documents in a centralized location Multi-level BOM Also known as indented BOM, a hierarchical representation of components, assemblies, and subassemblies needed to manufacture a product Search/Filter Search and filter data across systems to locate required information by entering keywords or certain criteria Change Management Track and monitor efficient handling of all changes/transitions Price and Cost Calculations Calculate rule-based prices for a product/service Vulnerability Assessment The process of identifying, quantifying, and prioritizing the vulnerabilities in a system. Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Product Data Management Capture, organize and track product-specific data and information in a centralized location Compliance Management Track and manage adherence to policies for any service, product, process, or supplier API Application programming interface that allows for integration with other systems/databases Audit Trail A record of all activities within the system, including user access, changes made, etc. Item Management Collect, organize, and track inventory/product data including item numbers, descriptions, etc. Purchase Order Management Create, send, and track purchase orders and their statuses Customizable Fields Customize data fields to support various needs and use cases Multi-Currency Manage and handle various international currencies Requirements Management Enables creation, management, and tracking of product requirements & features during product production/development BOM Creation Create bills of materials Components Tracking Multi-Location Manage and support multiple locations Threat Intelligence Information to prevent, understand and identify cyber threats Real-Time Reporting Active reporting of data and metrics Inventory Tracking Track and monitor inventory items, such as raw materials, unfinished goods, and ready-to-sell items Real-Time Analytics Analyze and gain insights into data in real-time Shipping Management Manage and track orders being shipped to customers Supply Chain Management Manage the planning and execution of supply chain activities Planning Tools Workflow Management Create, design and manage workflows for repetitive tasks Bills of Material Material list of manufacturing parts and associated costs Accounting Integration Integrate with a third-party accounting system Quotes/Estimates Generate quotes or estimates for customers Order Management Manage and track customer orders for goods, investments, or any other purchases Automated Scheduling Automatically create schedules based on business needs or employee availability and qualifications Accounting Built-in accounting to manage ledger, accounts payable/receivable, financial reports, etc. Inventory Management Track and manage inventory levels to maintain proper supply Safety Management Identify and assess hazards to ensure the well-being of employees, assets, and the environment Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data Job Costing Calculate total itemized costs, including initial costs and any changes Quality Management Focuses on improving processes by collecting data and spotting bottlenecks or other challenges. Sales Order Management An order generated by a seller to a customer, containing details about products or services Distribution Management Financial management for all distribution-related activities, including inventory, warehouse, purchasing, sales, etc. Production Scheduling Plan and schedule the use of production resources Multi-Channel Management Manage inventory, communication, marketing, orders & more across warehouses, stores and online channels Financial Management Plan, manage, and track the financial activities of an individual or organization Supplier Management Manage all supplier data and operations Maintenance Management Manage, maintain and track the performance of assets and equipment Production Tracking Track the production of materials and items over certain periods or seasons Status Tracking Track the status over time for a request, process, asset, or transaction Warehouse Management Manage and track operations and inventory within warehouses Traceability Track and document the history, application, or location of an item or activity Monitoring Observe and track the demand, usage, progress or quality of a system, product, or user Billing & Invoicing Create, manage, and send invoices or bills to customers Inventory Optimization Maintain and control the stock level of inventory Project Management Plan and coordinate all the resources, costs and time needed to execute assignments Real-Time Monitoring Active monitoring of systems, applications, or networks Corrective and Preventive Actions (CAPA) Investigate and take action at root cause or error in processes to prevent recurring issues Data Visualization Graphical representation of data Statistical Analysis Apply statistical/mathematical models to sets of data Performance Metrics A set of indicators that tracks the performance of networks, applications, systems, teams, etc. Job Management Manage and track all job information and associated tasks Customization Create labels for products that contain required information such as colors, sizes, dates, etc. Statistical Process Control Statistical methods to assist with and maintain quality control of processes Real-Time Notifications Notifications that are delivered to users as soon as an event occurs For Manufacturers Intended to be used by manufacturers Point-of-Production Analysis Data Management Ability to handle large datasets Data Linking Collating information from different sources in order to create a more valuable and helpful data set. Customizable Reports Alter the layout and content of reports OPC Data Collection Data Entry The process of entering information or updating records in a computer system or database Scheduling Plan availability and assign specific time slots for tasks and resources Data Capture and Transfer Import, collect, and capture data from multiple sources Secure Data Storage Securely stores data to prevent data loss or breaches Trend Analysis Review data from past periods to reveal recurring tendencies and predict future performance Defect Tracking Process of tracking logged defects (errors) in a product or service to create new versions to fix the error Third-Party Integrations Set up connections to third-party platforms to improve business processes Regulatory Compliance Visual Analytics Interact with data visualization elements, such as charts and graphs, to drill down into data Commenting/Notes Leave comments and notes on documents for others to view Approval Workflow Route documents and other data through one or more stakeholders for review and approval Drag & Drop Assemble applications and processes by dragging over and arranging pre-built components Task Management Create, manage and track all task activities and progression Generative AI Use AI to generate content in the form of text, images, videos, etc. Test Case Management Create, plan, track, organize, and store test cases to ensure that quality and workability requirements are met Quality Assurance Systematic evaluation of various aspects of a project or service to prevent defects or issues Risk Management Process of identifying, evaluating, mitigating, addressing and reporting on potential risks or uncertainties Access Controls/Permissions Define levels of authorization for access to specific files or systems Testing Scripts Pre-written scripts that simulate situations within each test Templates Sample files or documents that could be customized as needed or used as is Customizable Fields Customize data fields to support various needs and use cases Data Import/Export Import and export data to and from software applications Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Audit Trail A record of all activities within the system, including user access, changes made, etc. Issue Tracking Record and follow the progress of every issue Automated Testing Execution of software tests by leveraging automation tools Traceability Track and document the history, application, or location of an item or activity Prioritization Arrange tasks based on the level of priority or urgency Alerts/Notifications Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Single Sign On Allow users to access multiple services after entering their login credentials once Milestone Tracking Monitor task progress and planned accomplishments to better manage project status Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data Repository Management Review, track, and manage various types of local and remote repositories Multiple Test Types Supports multiple types of tests such as exploratory, behavior-driven development (BDD), and more. 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