Innovation Accelerated: The Intersection of AI and Quality Engineering
Tune in to our newest episode of the πππ¦ππππππ¬π ππ±π©ππ«π’ππ§ππ (ππ) πππ«π’ππ¬ featuring ππ§ππ¨π§π² πππ©π₯ππ§, Head of QE at Accenture. In the episode, Antony shares insights into the transformative potential of AI and future trends in testing in Quality Assurance and Engineering as he describes its importance in enhancing speed, quality, and productivity.
00:00 Welcome!
01:54 Leveraging AI to Predict and Prevent Quality Issues
04:26 Evolution of QA Engineer Role in the DevOps Pipeline
06:35 AI-Powered Testing in the Retail Space
11:37 Challenges in Adopting AI-Driven Quality Engineering
16:25 Measuring ROI of AI-Powered Testing
19:45 Emerging Trends in Quality Engineering
25:22 Conclusion
Leveraging AI to Predict and Prevent Quality Issues Discussion on how AI can analyze historical data to predict potential quality issues before they occur. Use of AI to identify patterns in code or behavior that might lead to defects and simulate real-world scenarios to catch issues early.
Evolution of QA Engineer Role in the DevOps Pipeline QA engineers are increasingly involved earlier in the development lifecycle, collaborating with developers. Emphasis on integration testing, performance testing, and the continuous integration/continuous delivery (CI/CD) pipeline.
AI-Powered Testing in the Retail Space Example of how AI-powered testing can enhance automation and create test cases from user stories and acceptance criteria. Importance of improving customer interaction and user experience in retail through AI-driven quality engineering.
Challenges in Adopting AI-Driven Quality Engineering Challenges include data quality, ethical concerns, and navigating regulatory requirements. Advice on starting small with pilots and proof of concepts, investing in data quality and governance, and addressing ethical and regulatory concerns.
Measuring ROI of AI-Powered Testing Methods to measure ROI include time savings, cost reductions, defect detection, and increased test coverage. Emphasis on finding defects early and improving the user experience to ensure high customer satisfaction.
Emerging Trends in Quality Engineering Discussion on the potential resurgence of manual testing due to the use of low-code/no-code AI-powered tools. Integration of security practices in the DevSecOps pipeline and the importance of real-time feedback for continuous improvement.
Leveraging AI for Enhanced Quality Assurance and Test Accuracy in Software
Unleashing the Potential of AI in Testing β Future of Quality Assurance
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