Self-healing test automation

Create more tests. Spend less time fixing them.

Create more meaningful tests and keep existing ones maintainable. TestZombie helps from the first test case through to investigating a failed run, while your automation continues to run in the framework you already use.

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Self-healing for UI changes

After a release, a test suddenly cannot find a button? For suitable changes, TestZombie looks for the intended element so a simple locator change does not automatically require a manual fix.

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Understand test failures faster

When a test fails, the first question is why. TestZombie brings together run information and healing results to help you distinguish technical changes from potential application defects.

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ROI Dashboard

See how much effort test maintenance requires and where reducing manual work could save time. ROI figures are estimates based on your inputs, not guaranteed savings.

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Automation Cockpit

The Automation Cockpit shows notable runs, recurring issues and healing outcomes. Your team can see what needs attention without searching through individual logs.

NEW · AI Test Designer

Expand test coverage using your website or existing flows

Need more tests but have little time to design them? Enter a website URL or reuse an automated user flow. TestZombie suggests business test cases with steps and expected results; you decide which ones to automate.

  • Enter a website URL or start from an existing automated user flow
  • Choose from ten test-design strategies and review goals, steps and expected results
  • Turn selected test cases into Selenium, Playwright or Appium code
Explore AI Test Designer
AI Test DesignerDISCOVERY → CODE
01
Capture discovery

Existing run or new website scan

02
Business test cases

Goals · steps · expected outcomes

03
Generate test code

Choose a target technology

04
Execute

Review the generated code and run it alongside your existing tests in your own environment.

05
Heal & Update

If a button or input changes, TestZombie can keep a test running when it can safely resolve the locator issue and optionally save the fix in the code.

06
Observe

See which tests needed help, what was changed and which failures still need investigation.

Selenium JavaPlaywright TSAppium Android / iOS
Healing Engine

A changed button does not have to stop your test suite

When a test can no longer find an element after a UI change, TestZombie looks for a plausible alternative. The test can continue when the match is sufficiently reliable, and the event is recorded.

Intelligent locator repair
Semantic element recognition
DOM comparison
Human approval workflow
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Healing that understands intent

TestZombie considers more than an element ID: it checks available attributes and context before using a replacement.

CSS / XPath / IDSupports locator strategies across Selenium, Playwright and Appium.
Confidence scoringEvery recommendation includes context and review status.
Root Cause Analysis

Why did the test fail? Find a clue faster.

Instead of digging through logs, TestZombie brings error clues together, from a changed page element to timing or test-data issues. The analysis does not replace technical review.

  • Detect test problems and UI regressions faster
  • Capture root cause, confidence and review state
  • Give developers clear context instead of raw stack traces

Failure classification

Failed UI test
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AI analysis with DOM and historical context
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BugApplication defect
TestAutomation issue
ChangeExpected UI change
Automation Cockpit

Spot maintenance needs before they pile up

Which tests fail often? Where do locator issues recur? The Automation Cockpit brings these signals together so your team can focus on changes that matter most.

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AI improvement suggestions

See which elements needed frequent repairs and where more stable locators could help.

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Flaky test signals

Spot tests that repeatedly switch between pass and fail.

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Slow test insights

Identify slow test runs and areas your team may want to investigate.

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Obsolete tests

Spot tests that no longer match how your application works today.

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Healing opportunities

See where self-healing could reduce repeated repair work.

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ROI potential

Estimate which technical improvements could save your team time.

ROI Analytics

See where automated maintenance saves time

Compare your current maintenance effort with the potential benefit of fewer manual repairs to build your business case.

HoursSaved engineering time
CostsReduced maintenance effort
HealthAutomation suite stability
TrendsFailures and healing progress
Framework Support

One healing engine. Multiple test frameworks.

Already using Selenium, Playwright or Appium? TestZombie complements your existing web and mobile tests without requiring a full migration.

Selenium

Support existing Java Selenium tests when page elements change.

JavaGridRemoteWebDriver

Playwright

Add self-healing for supported UI changes to your existing TypeScript tests.

ChromiumFirefoxWebKit
Explore Playwright →

Appium

Help Android and iOS tests find UI elements after changes.

AndroidiOSMobile
Enterprise readiness

Built for enterprise adoption

Larger teams can manage access, organize test projects and trace healing activity. Enterprise options support additional operational and governance needs.

Microsoft Entra ID / SSO
Role-based access control
Audit logging
Workspace isolation
Framework support

Works with your existing test stack

Keep your frameworks and existing execution setup. TestZombie adds tools for test design, healing, code maintenance and analysis.

Selenium Playwright Appium Android Appium iOS Chromium Firefox WebKit Selenium Grid
Flexible AI choice

Your AI. Your choice.

For supported AI features, choose between available model providers or connect your own model where configured. This helps align AI use with privacy and organizational requirements.

Choose a configuration that fits costs, privacy and business requirements without relying on one provider for every scenario.

OpenAI Flexible model choice with OpenAI
Gemini Google Gemini as an AI option
Mistral European AI option with Mistral
BYOKI Bring Your Own AI - connect your own model
Why TestZombie AI

Move from reactive maintenance to proactive improvement

Traditional test tools report a failure. TestZombie also helps determine whether a UI change caused it, what repair may be possible and what you should verify next.

Traditional automation

  • Manual locator updates after UI changes
  • Hours of investigation for unclear failures
  • Static dashboards without recommendations
  • Unknown ROI and hidden maintenance costs

TestZombie AI

  • AI-powered locator self-healing
  • Root cause analysis with clear classification
  • Automation Cockpit with actionable recommendations
  • ROI dashboard for saved hours and test health
FAQ

Questions about AI-powered test automation

Learn what self-healing can actually repair, what happens to your code and how TestZombie fits your current frameworks.

Imagine a login button gets a new ID after a release. Self-healing tries to find the intended element using additional signals. The test may continue when the match is sufficiently reliable.

For supported frameworks, successful locator repairs can optionally be written back to your test code. Changes remain traceable and should be reviewed.

TestZombie provides clues from failures and test context, such as whether a locator stopped matching. It does not prove that the product behaves correctly; real bugs still need investigation.

No. Keep using Selenium, Playwright or Appium and run tests in your existing environment.

The Automation Cockpit brings together test runs, recurring issues and healing events so you can target maintenance improvements.

Yes. Larger teams can use roles and permissions, with Enterprise options for deployment and access.

See TestZombie AI in action

Start with your existing tests or explore new test cases for your website. See where TestZombie can help you expand and maintain your automation.

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