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AutonomIQ’s Enterprise Automation platform helps teams autonomously test, release, and deploy software, thereby increasing the velocity of software releases without compromising quality. Using deep-learning and AI algorithms, AutonomIQ (pronounced AUTO-NOM-IK) detects changes, enables self-healing for test assets and provides advanced diagnostics. In real-world situations, AutonomIQ has been shown to provide over ~80% improvement in speed and quality compared to existing tools and techniques.

About the service
AutonomIQ’s Enterprise Automation platform helps teams autonomously test, release, and deploy software, thereby increasing the velocity of software releases without compromising quality. Using deep-learning and AI algorithms, AutonomIQ (pronounced AUTO-NOM-IK) detects changes, enables self-healing for test assets and provides advanced diagnostics. In real-world situations, AutonomIQ has been shown to provide over ~80% improvement in speed and quality compared to existing tools and techniques.

Offerings

Test Script Generation

Design of Automation Test scripts is one of the main time-consuming & cumbersome activity in any automation projects. Our AI-based Testing Platform’s autonomous script generation feature is enabled by its Natural Language Understanding capabilities. The NLP engine has been trained on thousands of plain English test cases, enabling our testing platform to understand the intentions described in an English test case and to generate scripts from them. The users can simply import their existing test cases and generate scripts without having to spend additional efforts either for scripting or recording the scenarios. Users have seen 6x to 10x productivity improvement in the creation of new automation scripts compared to traditional frameworks and products.

Auto-Maintenance

Self-healing technique in Test Automation is a solution which solves one of the major pain points such as Test Maintenance where Automation scripts break whenever there are changes to the object property (Name, ID, Xpath, CSS etc.)

Upon changes in the application under test, existing scripts typically stop working due to objects becoming invalid. In traditional Test frameworks, the automation engineer will be responsible to manually identify the impact and update the object repository with the latest object information in order to get existing scripts working again. Our self-healing capabilities autonomously identify the impact of the application change and heal the object repository with the latest object information without manual intervention from the user.

This vast change wrt Self-Healing would change the overall approach to test automation. This solution helps the project teams to embrace Shift- Left approach in the Agile Methodology and the overall testing process will be more efficient with increased productivity and faster delivery.

 Users have seen 8x to 10x productivity improvement in maintenance of existing automation scripts compared to traditional frameworks and products.

Test Case Creation

Our AI-based Testing Platform will assist the testing teams to create Test cases. There can be cases where documented English test cases and scenarios may not be available, although it’s best practice to have them created. Moreover, in certain industries, compliance mandates detailed documentation of test scenarios. Our AI-based Testing Platform feature enables users to create English test cases by simply navigating through the application under test to simulate the business flow. As users perform the navigation, our tool detects them and generates appropriate English steps. This enables users to generate new test cases and end to end scenarios within just minutes. Once the English test cases are created, AutonomIQ’s script generation and auto-maintenance features will autonomously generate and maintain scripts

 

Test Data Generation

Test data being a critical part of testing, there’s a need to ensure that enough and valid data is available during testing. At times, due to the unavailability of data sets for testing negative and corner case scenarios, comprehensive testing of applications is not performed, hence reducing the quality of releases. This is usually due to the huge time and efforts required to create such exhaustive data sets. Our AI test platform’s data generation feature helps users generate such data from defined patterns provided by the users. Users can also choose to provide seed data, and the platform will autonomously identify the relationships between different fields in the provided data and generate additional data appropriately. Since the tool generates synthetic data and doesn’t sample production data, it is inherently compliant to various data protection and privacy laws, including GDPR.

Test Script Execution

The AI-Based Testing platform offers an out-of-the-box execution grid that provides users with the ability to execute generated scripts and test suites on a massively concurrent scale. Users can complete execution of thousands of scripts within just hours and choose to execute the scripts on various combinations of Operating Systems and Browsers, hence making it extremely easy to perform cross-browser and cross-platform testing.

The Platform’s native integration with various cloud-based platform enables execution of the generated scripts to be executed on cloud-based platforms for a more exhaustive cross-browser and cross-platform testing.

API and DB Testing

There can be instances where only functional testing of business flows through the UI may not be enough as most systems comprise of underlying APIs and Databases in addition to the user interface. Hence there’s a need to test the appropriate APIs and Databases to achieve testing of end to end scenarios. Our API and Database testing features provide users with an option to incorporate API and Database validation test steps along with UI and UX functionalities within the same English test case. The Platform supports testing of various kinds of databases and RESTful APIs.

Test Management

The AI based Test Platform allows users to view and manage test cases, data, suites, execution results and reports within the product. The main dashboard provides insights on the overall health of the applications under test by displaying vital execution success information. In addition to the main dashboard, the execution dashboard provides a way to view detailed test script and suite execution reports. Similarly, there are dashboards to view test cases, associated test data and test suites.

The Testing platform also integrates seamlessly with the popular ALM and CI/CD tools of preference, therefore effortlessly plugging into existing eco-systems.

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