Autonomous QA For Mobile Apps Across 150+ Real Devices

Panto AI Automate lets users turn successfully executed test flows into fully automated tests, eliminating repeated LLM based manual execution, significantly reducing cost, time, and effort. After a flow is executed in Panto Execute, it is converted into a proprietary framework that can run on any language, OS, device, or time schedule, triggered automatically as configured.

The platform is self-healing: if the app’s UI changes, Panto detects it, invokes Panto Execute to adapt the steps, updates the automation, and notifies the user. The user can then decide whether the change is expected or requires attention. This ensures automated tests remain reliable, resilient, and always up-to-date.

The Panto AI Knowledge Base is a context store where users can provide detailed insights about their application. Over time, this allows Panto to build memory, making test execution faster, more accurate, and smarter. Users can add context in simple natural language, ranging from basic instructions like:

“Language change options are under user profile information in settings”

to more complex scenarios, such as:

“The checkout button is only enabled after all mandatory fields are filled, and payment options vary based on the user’s country and account type.”

This knowledge helps Panto AI understand the app better, adapt test flows intelligently, and improve automation reliability.