application_testing

Quality Engineering & Assurance

Application Testing Machine Learning Testing

Application Testing

At 9Envoy Technologies, we provide comprehensive Software Testing Services as part of our “Testing Practice”. Our goal is to ensure your software products are reliable, secure, high-performing, and user-ready. By combining deep domain expertise with modern testing tools and automation frameworks, we help businesses deliver quality software faster and more confidently.

Functional Testing

  • Validate core functionalities and workflows against business requirements
  • Conduct system, integration, and regression testing

Functional Testing

  • Validate core functionalities and workflows against business requirements
  • Conduct system, integration, and regression testing

Automation Testing

  • Build and maintain test automation frameworks using tools like Selenium, Cypress, Appium, and JUnit
  • Automate repetitive test cases to improve speed and reduce manual effort

Automation Testing

  • Build and maintain test automation frameworks using tools like Selenium, Cypress, Appium, and JUnit
  • Automate repetitive test cases to improve speed and reduce manual effort

Performance Testing

  • Assess system behavior under load, stress, and volume using tools like JMeter, LoadRunner, and Gatling
  • Identify bottlenecks and optimize for speed and scalability

Performance Testing

  • Assess system behavior under load, stress, and volume using tools like JMeter, LoadRunner, and Gatling
  • Identify bottlenecks and optimize for speed and scalability

Security Testing

  • Perform vulnerability assessments and penetration testing
  • Ensure applications comply with OWASP, GDPR, and other security standards

Security Testing

  • Perform vulnerability assessments and penetration testing
  • Ensure applications comply with OWASP, GDPR, and other security standards

Usability & Accessibility Testing

  • Evaluate UI/UX against usability best practices and WCAG guidelines
  • Ensure seamless experiences for all users, including those with disabilities

Usability & Accessibility Testing

  • Evaluate UI/UX against usability best practices and WCAG guidelines
  • Ensure seamless experiences for all users, including those with disabilities

Mobile & Cross-Browser Testing

  • Test apps across different devices, screen sizes, browsers, and OS versions
  • Ensure consistency and responsiveness on all platforms

Mobile & Cross-Browser Testing

  • Test apps across different devices, screen sizes, browsers, and OS versions
  • Ensure consistency and responsiveness on all platforms

API Testing

  • Validate RESTful and SOAP APIs for functionality, performance, and security
  • Use tools like Postman, SoapUI, and Swagger

API Testing

  • Validate RESTful and SOAP APIs for functionality, performance, and security
  • Use tools like Postman, SoapUI, and Swagger

Machine Learning Testing

At 9Envoy Technologies, we offer specialized ML Testing services under our “Testing Practice” portfolio to ensure the accuracy, reliability, and fairness of machine learning models and AI-driven systems. As businesses increasingly rely on intelligent algorithms to make critical decisions, rigorous testing becomes essential to eliminate hidden biases, improve model performance, and ensure compliance with evolving standards.

Data Validation & Quality Testing

  • Assess data integrity, distribution, and anomalies before model training
  • Validate input features for completeness, correctness, and consistency

Data Validation & Quality Testing

  • Assess data integrity, distribution, and anomalies before model training
  • Validate input features for completeness, correctness, and consistency

Model Validation & Accuracy Testing

  • Evaluate model performance using metrics like accuracy, precision, recall, F1-score, and AUC-ROC
  • Test against multiple datasets (training, validation, testing, real-world)

Model Validation & Accuracy Testing

  • Evaluate model performance using metrics like accuracy, precision, recall, F1-score, and AUC-ROC
  • Test against multiple datasets (training, validation, testing, real-world)

Bias & Fairness Testing

  • Analyze predictions across different demographic segments
  • Identify and mitigate biases in data, model behavior, or feature selection

Bias & Fairness Testing

  • Analyze predictions across different demographic segments
  • Identify and mitigate biases in data, model behavior, or feature selection

Robustness & Stress Testing

  • Test how models behave with noisy, adversarial, or edge-case inputs
  • Ensure model stability across variations in input data

Robustness & Stress Testing

  • Test how models behave with noisy, adversarial, or edge-case inputs
  • Ensure model stability across variations in input data

Drift Detection & Monitoring

  • Detect data and concept drift over time
  • Set up automated alerts for performance degradation in production

Drift Detection & Monitoring

  • Detect data and concept drift over time
  • Set up automated alerts for performance degradation in production

Explainability Testing

  • Use tools like SHAP, LIME, and integrated gradients to explain model predictions
  • Ensure transparency and compliance with responsible AI practices

Explainability Testing

  • Use tools like SHAP, LIME, and integrated gradients to explain model predictions
  • Ensure transparency and compliance with responsible AI practices