The validation of dynamic user interfaces has long been constrained by rigid, code-based assertions that struggle with visual and motion-based outcomes. Appvance, a leader in generative AI for software quality, is tackling this challenge with the launch of AI ASSERT, a groundbreaking new capability within its Web Designer module. This feature empowers testers to validate any on-screen outcome—whether visual, motion, or text-based—simply by describing it in natural language, eliminating the need for manual scripting and opening new possibilities for user experience verification.
Quick Intel
Appvance launches AI ASSERT for natural language UI validation.
Testers describe outcomes like "the door opens" for AI to verify automatically.
It works on images, screen recordings, animations, and live UI elements.
The technology supports web and mobile testing across various industries.
It eliminates the need for custom scripting and complex assertions.
The feature is available immediately in the Appvance AIQ Web Designer.
Transforming Validation with Natural Language
AI ASSERT represents a significant shift from traditional UI testing. Instead of writing code to check for static text or element presence, quality assurance teams can now issue commands in plain English. The AI automatically verifies the described outcome against the application's interface. This allows for the validation of rich, dynamic experiences that were previously difficult or impossible to test automatically, such as confirming a 3D model rotates, an animation plays correctly, or a visual element changes state.
“For over 30 years traditional assertions in UI testing have always been rigid and limited to static text or element presence,” said Kevin Surace, CEO of Appvance. “With AI ASSERT, we’ve taken a leap forward. Testers can now validate rich, dynamic experiences—from animations to medical visualizations to 3D models—just by telling the AI what to check. This transforms how teams validate user experience and functionality. And we have made it so easy to use that virtually anyone can learn it in 5 minutes.”
Broad Applications Across Industries
The practical applications for AI ASSERT span numerous sectors. In medical software, it can confirm that "the heart is beating" in a simulation. In e-commerce, it can validate that "the product image spins 360 degrees." For gaming, it can ensure that "the character jumps when the button is pressed." It also supports accessibility testing by validating that "no text overlaps" or that "all elements meet section 508 requirements." This cross-platform capability ensures that applications not only function correctly but also deliver the intended visual and interactive experience.
By building on Appvance's existing AI Script Generation and Digital Twin technologies, AI ASSERT extends the platform's ability to deliver massive productivity gains. It moves software validation beyond mere functionality to encompass the entire user experience, ensuring that applications look, feel, and behave exactly as designers and product managers intend. This advancement positions Appvance IQ as a comprehensive platform for achieving complete application coverage, from backend workflows to frontend visual fidelity.
Appvance is the leader in generative AI for software quality. Its flagship product, Appvance IQ (AIQ), is the only AI-first, unified software quality platform that delivers unprecedented levels of productivity and coverage. Leveraging generative AI and machine learning, AIQ autonomously validates all possible user flows, business requirements and APIs to achieve complete application coverage™.
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