AI-Powered Test Automation From Requirements to Reliable Tests
                     AI-POWERED
TEST AUTOMATION
From Requirements to Reliable Tests
Transform plain-language requirements into automated web 
and mobile tests with AI-assisted generation and self-healing.
AUTONIXQ
QUARKS
QUARKS 02
01  |  THE PROBLEM
Traditional test automation is hard to scale
Modern release cycles expose the limits of manual test creation and maintenance.
1 2
Slow test creation Brittle automation
Turning requirements into executable tests takes UI changes can break locators and create 
time. maintenance work.
3 4
Tool fragmentation Faster releases
UI, API and database validation often live in separate Testing must keep pace with continuous development 
workflows. and delivery.
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QUARKS 03
02  |  THE SHIFT
Why AI is changing software testing
AI can assist across the testing lifecycle, from creation to maintenance.
01 02 03 04
REQUIREMENTS GENERATION HEALING EXECUTION
Understand plain- Create executable Adapt when locators Run within delivery 
language intent tests change workflows
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03  |  WORKFLOW
From requirements to automated tests
1 2 3 4
→ → →
Requirement AI Test Result
Plain-language Playwright / Validate the 
Generate test logic
user story Mobilewright workflow
Less manual authoring. Faster movement from requirement definition to 
executable validation.
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04  |  AI TEST GENERATION
Generate tests from plain-language 
requirements
REQUIREMENT AUTOMATED TEST
"User can log in with valid Open login page
credentials and reach the 
dashboard." Enter credentials
↓  AI GENERATION Submit login
Executable test flow Verify dashboard
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05  |  AUTOMATION
Web + mobile automation in one workflow
1 2 3
Playwright Mobilewright Recorder
Generate and execute Create mobile automation Capture browser/device flows 
automated tests for modern workflows for application and help generate page 
web applications. testing. objects.
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06  |  AI SELF-HEALING
Reduce maintenance when the UI changes
When locators break, AI assistance helps identify and adapt the test instead of forcing 
teams to repair every test manually.
BEFORE AFTER
Locator changed → Test → AI identifies a suitable 
fails update
Manual maintenance required Less repetitive test maintenance
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07  |  BEYOND UI
Test the application from multiple layers
1 2 3
UI Testing API Testing Database Testing
Validate data using supported 
Validate user journeys across Validate REST APIs as part of database testing workflows, 
web and mobile applications. the same automation workflow. including MySQL and 
Salesforce SOQL.
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08  |  TRACEABILITY
Connect requirements to validation
JIRA AUTONIXQ SUITE REPORT
→ → →
Import Organize & 
Generate tests Track execution
requirements schedule
A clearer testing trail from requirement to execution.
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09  |  CONTINUOUS TESTING
Bring automated validation into CI/CD
1 2 3
GitHub GitLab Bitbucket
Trigger automated test runs Integrate testing into pipeline Connect automated validation 
from delivery workflows. execution. with development workflows.
Execution controls can include workers, retries, browser and parallelism options.
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10  |  COVERAGE
Web, mobile & cross-browser testing
WEB MOBILE BROWSER
Web application Mobile application 
Cross-browser validation
workflows workflows
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11  |  BUSINESS VALUE
What AI-powered automation changes
1 2 3
Faster Resilient Broader
Move from requirements to Reduce repetitive locator Cover UI, API and database 
executable tests sooner. maintenance. validation.
4 5 6
Connected Traceable Centralized
Fit testing into modern CI/CD Link requirements with Manage suites, schedules and 
workflows. automated validation. execution in one platform.
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12  |  THE PLATFORM
AutonixQ
From requirements to reliable tests.
AI test generation Playwright + Mobilewright
AI-assisted self-healing API + database testing
Jira requirements import GitHub / GitLab / Bitbucket CI/CD
Test suites + scheduling Dedicated self-hosted deployment
AI-ASSISTED QA
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From Requirements
to Reliable Tests.
Build faster. Maintain less. Test continuously.
AutonixQ brings AI-assisted test generation, self-healing and CI/CD-
ready automation into one platform.
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