Inside the State of AI in Software Testing 2026

The State of AI in Software Testing 2026 report, based on insights from over 250 CTOs, VPs of Engineering, and QA leaders, examines how AI is integrated into software testing across various industries and regions. It reveals that 61 percent of organizations already utilize AI in most testing workflows, with 18 percent experiencing returns over 100 percent, particularly when disciplined implementation choices are made. The study identifies key success factors, including prioritizing tool integration over sophistication, overcoming operational barriers, and focusing on core workflows for initial AI wins. It highlights that organizations with over four years of AI experience in testing are significantly more likely to achieve substantial ROI, emphasizing the importance of long-term system-level adoption. The report also provides a practical roadmap for AI adoption, addressing integration, security, and reliability challenges, while forecasting budget trends and the evolution of testing workflows in the coming years.