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UI Screen Universal
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DevOps & QA20243 months

UI Screen Universal

AI-Powered Universal UI Testing

Universal
Platform Support
Vision
AI Testing
80%
Less Maintenance
Auto
Test Generation

Overview

Universal UI testing platform that understands any interface using computer vision. Automatically generates and executes tests across web, mobile, and desktop applications.

The Challenge

UI testing is fragmented — different tools for web, mobile, desktop. Tests break with minor UI changes. Writing comprehensive test suites requires extensive manual effort.

Our Solution

Vision-based testing that sees the UI like a human. Understands elements semantically, not by selectors. Automatically adapts to UI changes and works across all platforms.

Technical Difficulty

Building a vision model that reliably identifies UI elements across different design systems and platforms required massive training data and custom architecture.

Development Workflow

Vision Model Training

3 weeks
  • UI element dataset curation
  • Custom YOLO model training
  • Cross-platform validation
  • Element classification

Technologies Used

PythonPyTorchComputer VisionPlaywrightAppiumFastAPINext.jsDocker
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