TestRail, the leading dedicated QA test management platform, announced TestRail 10.2, featuring AI Test Script Generation, a new open beta capability immediately available to all TestRail Cloud customers. As one of TestRail’s most-requested capabilities, AI Test Script Generation helps QA and automation engineers reduce repetitive setup work and accelerate the path from documented test cases to automation.

As automation demands grow, enterprise development and quality teams are under increasing pressure to move faster without sacrificing quality. However, much of the work required to automate tests remains repetitive, with automation engineers rebuilding the same setup and patterns for each new test. This inefficiency slows automation efforts, limits coverage, and pulls specialized engineering resources away from higher-value work.

“We’ve seen a significant increase in automation adoption, but effective execution remains a challenge. Engineers are spending too much time rebuilding the same foundations for each new test, instead of focusing on what actually improves quality,” said Sara Moura, Product Manager at TestRail. “AI Test Script Generation turns existing test cases into structured automation code and ready-to-use project files. Engineers can generate a first draft in seconds, refine it through AI guidance, and focus on improving logic, expanding coverage, and delivering real business value.”

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Integrated within TestRail’s leading test management environment, AI Test Script Generation guides QA and automation engineers from test cases to automation through a structured, step-by-step workflow:

• Start with existing test cases: Leverage documented test steps and expected results already in TestRail as the baseline for automation.
• Generate structured test automation code and project files: Instantly create organized, well-commented starting code with required tooling dependencies aligned with each test step.
• Receive guidance and placeholders for implementation: Receive clear explanations and configurable variables to adapt outputs to the environment.
• Refine outputs through an interactive chat interface: Adjust structure, patterns, and logic without starting over.
• Integrate into existing automation workflow: Download a complete zipped, implementation of the given test automation framework to incorporate into existing projects and frameworks.

AI Test Script Generation is powered by Sembi IQ, the centralized AI platform designed to deliver intelligent quality capabilities across Sembi’s portfolio. Built as a shared intelligence layer, Sembi IQ enables TestRail to introduce new AI-driven features quicker while holistically improving accuracy, performance, and flexibility. By embedding AI directly within existing workflows, Sembi IQ delivers context-aware outputs without requiring new tools or processes.

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“With Sembi IQ, TestRail is focused on delivering AI capabilities that solve real problems in modern QA and automation workflows,” said Katrina Collins, AI Product Manager at TestRail. “We take an iterative approach, starting with practical, high-value use cases and improving them based on feedback from QA and automation teams. It’s built by QA for QA, with practical design choices that align with how teams actually work.”

“AI Test Script Generation is a first step toward deeper automation assistance, and we’re continuing to invest in areas like AI test selection, prioritization, and real-time business intelligence and enhanced analytics to help enterprises scale automation more effectively,” Collins added.