New capability validates complex visual and behavioral outcomes across web and mobile apps—just by describing them
SANTA CLARA, Calif., October 14, 2025 /PRNewswire/ – Appvance, the leader in generative AI for software quality, today announced the launch of AI ASSERT, a groundbreaking new capability within its Web Designer module. With AI ASSERT, testers can validate any visual, motion, or text-based outcome on screen simply by describing it in natural language.
Whether the requirement is “the door opens,” “the heart is beating,” or “the product image rotates 360 degrees,” AI ASSERT automatically verifies the outcome against images, screen recordings, or live UI elements—without manual scripting.
“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.”
Real-World Examples of AI ASSERT in Action
- Medical applications – Confirm that “the heart is beating” in a 3D cardiology visualization or “the lungs inflate” in a simulation.
- E-commerce – Validate that “the product image spins 360 degrees” or “the color changes to blue when selected.”
- Gaming – Ensure that “the character jumps when the button is pressed” or “the treasure chest opens after the key is used.”
- Smart home apps – Verify that “the door opens” or “the light turns red” in an IoT dashboard.
- Education/Training – Validate that “the planet rotates” in a 3D learning module or “the screen shows a chemical reaction.”
Key Benefits of AI ASSERT
- Natural Language Validation – Describe any expected outcome and let AI validate it automatically.
- Visual & Motion-Aware – Works across images, animations, videos, and 3D models.
- Cross-Platform – Supports both web and mobile UI testing.
- Frictionless Experience – Eliminate custom assertions and scripting; validation becomes conversational.
AI ASSERT builds on Appvance’s patented AI Script Generation and Digital Twin technologies, which already deliver up to 100X productivity improvements in test creation and coverage. With this release, Appvance IQ becomes the first platform capable of validating not only workflows and data but also complex visual experiences at scale.
“User experience is the brand,” added Surace. “With AI ASSERT, enterprises can now test and validate that their applications don’t just function—they look, feel, and behave exactly as intended.”
The new AI ASSERT feature is available immediately in Appvance AIQ Web Designer for all customers.
About Appvance
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 can autonomously validate all possible user flows against business requirements, APIs, and UI outcomes to achieve complete application coverage™.
For more information, visit appvance.ai and join the conversation on LinkedIn, X, and Facebook.
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