TestResults vs. The Panaya Platform

TestResults is an enterprise software test automation platform that uses computer vision and deep learning to interact with applications like a human user - by looking at the screen, not by reading code or hidden element IDs. Unlike traditional test automation tools relying on object identifiers, XPath selectors, or API hooks, TestResults uses a locally deployed AI model to visually recognize UI elements and understand their context. This means tests remain stable even when the underlying code, element IDs, or UI layout change between releases. Who is it for?

Panaya is the leading agentic platform for enterprise cross-application testing and change impact analysis. Since 2006, Panaya has helped IT, QA and testing teams confidently deliver clean and safe changes to critical business processes and systems, while reducing risk, cost and disruption to business. We take pride in being business enablers for our customers by analyzing the impact of change, prioritizing risk, generating and fixing code, and effectively managing ongoing testing.