AI-Enhanced Web & Mobile Automation
Cross-Platform Stability Powered by AI + MCP Context Understanding
Web and mobile apps evolve quickly — automation must evolve with them.
Using MCP-powered DOM/device insights, AI stabilizes tests across browsers, OS versions, and device types.
Using MCP-powered DOM/device insights, AI stabilizes tests across browsers, OS versions, and device types.
Key Capabilities
- AI-Enhanced Cross-Browser Reliability: AI adjusts selectors and waits automatically using MCP DOM snapshots.
- Visual Regression Detection: AI compares screenshot diffs and finds visual issues beyond pixel differences.
- Device & Platform Intelligence: AI uses MCP device metadata to adapt flows on different screen sizes.
- Coverage Heatmaps: AI identifies frequently visited and untested areas in the UI.
- Flakiness Prediction: AI predicts unstable tests before they break, based on MCP event streams.
Tech Stack
- Playwright / Cypress
- Appium for iOS & Android
- MCP Server for DOM/state context
Business Impact
- Reliable releases across devices
- Fewer UI automation failures
- Faster test creation & debugging
- Better user experience insights
Ideal For
Consumer mobile apps, web apps, e-commerce, SaaS platforms.
Consumer mobile apps, web apps, e-commerce, SaaS platforms.