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Integrated Automated Testing Framework for AI Platform Reliability

Accelerating Releases with Precision QA

Integrated Automated Testing Framework for AI Platform Reliability

Regal Swiss designed and implemented an automated quality assurance and control system for an AI automation platform, ensuring consistent performance and rapid iterations. We integrated CI/CD pipelines with tools like Selenium, Jenkins, and Appium for comprehensive testing coverage. Our framework included unit tests for AI algorithms, integration tests for modules, and end-to-end scenarios simulating real-world usage. We incorporated AI-driven testing to predict potential failures and automate regression suites. Custom dashboards provided real-time metrics on test results and coverage. This automation reduced manual efforts, accelerating release cycles while maintaining high standards. Tailored for dynamic AI environments, our solution minimizes bugs and downtime, enabling clients to deploy reliable automations confidently. This positions the platform as a dependable tool for businesses prioritizing quality in their digital transformation journeys.

Project Info

Client:

Novanode

Technologies:

Selenium, Jenkins, Appium, CI/CD, Automated Testing, AI Testing

Duration:

Automated testing framework implementation

Team:

Regal Swiss QA automation and testing team

Challenges

Automating tests for unpredictable AI behaviors and outputs

Maintaining high test coverage in rapidly evolving codebase

Integrating QA processes with existing development workflows

Handling diverse testing environments across devices and clouds

Solutions

Built CI/CD pipelines using Jenkins for automated deployments

Utilized Selenium and AI tools for dynamic test generation

Developed custom metrics dashboards for real-time insights

Ensured cross-platform compatibility with cloud-based testing

Results & Impact

Cut testing time by 70%, speeding up release cycles

Increased test coverage to 95%, reducing post-launch issues

Lowered defect rates by 50% through proactive automation

Improved overall platform stability, enhancing customer satisfaction

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frontdesk@regalswiss.com