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🚀 Product
2024
AllyScan
AI-powered accessibility scanner that analyzes websites for WCAG compliance and provides actionable recommendations for improvement.
Technologies
Next.jsPlaywrightPostgreSQLTypeScriptPrismaDocker
Overview
AllyScan is a comprehensive AI-powered accessibility testing platform that helps organizations ensure their digital products are accessible to everyone. Using advanced machine learning algorithms, AllyScan automatically scans websites and web applications to identify WCAG 2.1 compliance issues and provides detailed, actionable recommendations for remediation.
The platform features real-time scanning, automated testing workflows, and intelligent reporting that prioritizes issues by severity and impact. AllyScan integrates seamlessly into CI/CD pipelines, enabling development teams to catch accessibility issues early in the development process.
Challenges
- ⚠️Building accurate AI models for complex accessibility rule detection
- ⚠️Processing and analyzing large-scale web applications efficiently
- ⚠️Creating intuitive visualizations for technical accessibility data
Solutions
- ✅Developed custom ML models trained on WCAG guidelines and real-world examples
- ✅Implemented parallel processing architecture for fast scanning
- ✅Created interactive UI with clear prioritization and remediation guides
Impact
📈
Helped 50+ organizations achieve WCAG 2.1 AA compliance
📈
Reduced accessibility testing time by 80%
📈
Identified and fixed over 10,000 accessibility issues
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