Sauce Labs Inc., the world’s largest full-lifecycle, test automation platform, today announced the general availability of Sauce AI for Test Authoring, an AI Agent that translates business intent into framework-agnostic executable test suites that can be run instantly on Sauce Labs’ virtual and real-device clouds.

This launch introduces a new paradigm for DevOps: Intent-Driven Testing, designed to bridge the “Velocity and Quality Gap”, the widening distance between how fast AI generates code and how slowly teams can validate it for enterprise-grade quality.

High-quality test creation is one of software development’s most persistent bottlenecks. Developers spend 30%+ of their time writing and maintaining test suites, while non-technical team members, business analysts, product managers, and manual QA testers with deep domain knowledge remain locked out of automation entirely due to the coding expertise required.

Disrupting the $1 Trillion Quality Assurance & Engineering Spend
Today, Fortune 2000 companies dedicate 22% to 25% of their total IT budgets to Quality Assurance & Engineering, representing over $1 trillion in aggregate annual spend across global enterprise IT. As these enterprises adopt GenAI to ship code at up to 10x their historical velocity, they face several key challenges:

• Test Authoring Speed and Ensuring Quality: 89% of CIOs report that “Test Authoring Speed” is now the primary hurdle to AI-driven delivery

• The Coverage Deficit: Automated test coverage for complex journeys typically plateaus at under 35%

• The Maintenance Trap: Teams spend 40% of their working hours fixing “flaky” tests or maintaining legacy scripts

“AI can generate millions of lines of code in minutes,” said Dr. Prince Kohli, CEO of Sauce Labs. “The question for enterprises is: Can you verify it and trust it with your business? We are solving this problem, permanently.“

Reinventing for the AI Era: Intent-Driven Testing
Today, Sauce Labs is reinventing the future of test automation with Intent-Driven Testing that replaces brittle, hand-coded test scripts with autonomous, self-improving test suites and validation.

Sauce AI for Test Authoring automatically understands intended application behavior by scanning the application workflow or interpreting specifications written by product managers or designs from tools such as Figma. In addition, it allows engineers, application developers and product managers to describe application behavior in natural language. The platform then autonomously generates complete, executable test suites for web, Android, and iOS, with the option to execute them in the Sauce Labs Test Cloud, and automatically reports the results, including insights on where to look and what to fix. Key capabilities include:

• 90%+ Faster Automated Test Case Generation: Achieving real-time test creation from product specifications.

• Resilient, Stable Test Scripts: Framework-agnostic tests built to adapt to application changes, with significantly fewer flaky failures and less maintenance overhead.

• 99%+ Automatic Coverage: Eliminating “blind spots” in the user journey.

• Built-in Review and Editing: Ensuring human oversight and control over AI-generated tests, allowing teams to validate, refine, and maintain reliability.

• Autonomous Learning Loop: Continuous feedback that improves test accuracy.

The Data Moat: Deep Domain-Specific Testing Expertise
Sauce AI for Test Authoring surpasses general-purpose AI with a superior understanding of application workflow and user intent, generating stable OS-agnostic and device-agnostic tests. Fueled by the industry’s most robust proprietary dataset, 8.7 billion real-world test runs, this “Data Moat” enables 41% faster root-cause analysis than general-purpose LLMs. Trusted by 80% of the world’s top ten financial institutions, Sauce Labs offers enterprise-grade platform capabilities for complex software environments.

“Setting up mobile testing is traditionally painful and can take days and weeks. Sauce AI for Test Authoring’s no-code capability gives our team something they simply weren’t able to do before. It turns a major bottleneck into an automated process that anyone can navigate,” said a Director of Engineering at a Fortune 500 pharmaceutical company participating in the Sauce AI for Test Authoring early access program.

Availability
Sauce AI for Test Authoring is available now for enterprise customers. To learn how to reclaim your IT budget and join the Intent-Driven Test era, visit saucelabs.com/solutions/ai

About Sauce Labs
Sauce Labs is the world’s largest full-lifecycle, test automation platform, and the company behind Selenium. Trusted by 80% of the world’s top ten largest financial institutions and over 300,000 enterprise users, Sauce Labs provides the only AI platform capable of turning business intent into autonomous testing and quality assurance. With a proprietary dataset of 8.7 billion test runs, Sauce Labs empowers the Fortune 2000 to bridge the gap between AI-driven code generation and enterprise-grade software quality.

Learn more at saucelabs.com.