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Self-Healing Test Automation with AI

About Self-Healing Test Automation with AI

About Self-Healing Test Automation with AI illustration

One of the biggest challenges in test automation is maintenance. Traditional scripts are brittle; even minor UI changes can break them, leading to flaky tests and countless hours spent on repairs. Our Self-Healing Test Automation service addresses this head-on. By integrating an intelligent AI engine into the test framework, our solution enables scripts to automatically adapt to changes in the application. When an object's locator changes, the AI uses a combination of other attributes, DOM analysis, and visual cues to identify the intended element and correct the test step in real-time. This dynamic adaptation makes your test suite incredibly resilient, drastically reducing maintenance costs and ensuring you can trust your automation results, sprint after sprint.

Our Framework

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Step 1

AI Engine Integration

We begin by seamlessly integrating our AI self-healing engine into your existing test automation framework, whether it is Selenium, Cypress, or a custom solution. This process is non-intrusive and enhances your current investment.

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Step 2

Baseline Test Execution

We run your existing test suite to allow the AI to learn the application. The engine maps UI elements, capturing multiple attributes and visual data for each object to create a comprehensive baseline understanding of the application's structure.

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Step 3

Dynamic Anomaly Detection

During subsequent test runs, when the application has changed, the AI instantly detects when a primary locator for an element fails. This triggers the self-healing protocol instead of immediately failing the test and stopping the execution.

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Step 4

AI-Powered Healing & Repair

The AI engine intelligently searches for the correct element using its learned data—alternative attributes, nearby elements, and visual similarity. Once found, it dynamically corrects the test step on-the-fly to complete the successful run.

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Step 5

Reporting and Locator Updates

After a successful run, our system provides a detailed report of all healed tests and the changes made. It can also be configured to automatically update the broken object locators in your repository, ensuring future runs are stable.

Our Expertise

Our Expertise illustration
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Radically Reduce Test Maintenance

Stop wasting entire days fixing tests after a minor UI update. Our AI cuts down maintenance effort by up to 90%, freeing your team for new feature testing.

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Boost Confidence in Your Automation

Self-healing provides stable and reliable test results you can trust. This ensures your CI/CD pipeline runs smoothly without false alarms from broken scripts.

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Accelerate Your Feedback Loop

By preventing test failures due to UI changes, you get faster, more accurate feedback on your application's quality, helping you release features more quickly.

Ready to Transform Your Testing Process?

Take the next step towards efficient, reliable, and comprehensive testing solutions.

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