Highest model accuracy in the industry and tests that make decisions in sub-seconds
Machine learning adapts to changes in your application and dynamically learns over time
Visual AI combined with machine learning for a deeper understanding of application changes
Engine builds a detailed fingerprint for every element in your UI. This allows it to identify elements even if they are moved, restyled, and renamed. This makes it even more powerful than a human tester.
Engine creates complex composite models of your UI. This allows it to understand what each element actually does, not just what it is.
Test maintenance is a real time-sink for QA engineers. But ML Engine enables self-healing tests because it knows how your UI is really working.
One of the most advanced features of our Engine is its ability to track back to the actual cause of a test failure. This is especially critical in complex systems where data changes and external factors can trigger test failures.
Identifying a failure is only half of the problem. Engine also uses its knowledge of your previous test runs and test procedures to try out fixes. It assesses the most likely and presents this to you for approval in a 1-click update.
With our ML Engine, our data scientists are pushing the state of the art for intelligent test automation. The ML engine is not a static system. It adapts to change and continues to learn at 3 levels:
1) Individual Tests: The understanding of the intent of the test is updated every time the test runs
2) Application Level: A complete model of your whole application is updated over time
3) Global Level: The engine learns how UIs work in general, effectively becoming an expert in UI/UX design best practices
Computer Vision
More Than a Pixel by Pixel Comparison. Functionize will visually learn your application-layout and identify any test failures or anomalies leveraging our ML Engine.
Smart screenshots: Combining computer vision with machine learning allows for a deeper understanding of application changes.
Functionize leverages true color, no compression screenshots, analyzed by our ML Engine, to quickly mitigate visual issues, supporting development velocity.
Eliminate visual test failures quickly & easily. Measure visual completion of each page versus only the DOM to better understand when users can fully interact with your product.
Functionize collects hundreds of attributes per element to maximize element accuracy and make xpath/element ID selector-based failures a thing of the past.
Vastly reduce visual-based test failures, regardless of the complexity or density of the page.
Eliminate hundreds of hours debugging/maintaining with one-click update and self-healing tests. Functionize’s Root Cause Analysis engine supports teams to free up resources and focus on mission-critical tasks.
Tests self-heal to take the burden of maintenance off the user and onto the AI.
Remedy the root cause of any failed test with a one-click update across one of many tests.
ML Engine ensures visual changes to your site do not break your test suites.
AI-Powered Testing
Functionize is the industry’s most advanced enterprise AI-powered testing. We help teams break through testing barriers and enable organizations to release faster.
Learn how Functionize intelligent testing platform can help you:
