How AI Remediation Works
After running a WCAG scan, issues appear in your remediation queue. For each issue, you can request an AI-generated fix.
Select an issue
Choose a WCAG issue from your scan results — missing alt text, incorrect ARIA role, poor color contrast, etc.
AI generates a fix
Our AI analyzes the code element and context, then generates a specific code change to resolve the issue.
You review the suggestion
The suggested fix is shown as a diff — original vs. proposed. You review it for accuracy and context-appropriateness.
You apply (or discard) it
Approved fixes are yours to copy into your codebase. We never push changes to your website directly.
What Can Be Remediated
- Missing or inadequate alt text
- Form labels and error messages
- ARIA roles and properties
- Semantic heading structure
- Link text and context
- Table headers and summaries
- Button and interactive element names
- Submit a URL and get a full accessibility analysis
- AI identifies the highest-priority issues
- Suggested fixes provided for key elements
- Useful for pages you cannot easily access in the CMS
- Tag structure analysis
- Reading order improvements
- Alt text for embedded images
- Form field labeling
- Language declaration
- Document title and metadata
What AI Cannot Do
We are honest about the limits of AI-assisted remediation:
AI cannot assess context perfectly.
Alt text that is technically present may not be meaningful for a specific image. Always review AI-suggested alt text against the actual image and its context on the page.
AI cannot test with real assistive technologies.
It can suggest code changes based on ARIA specifications, but only real screen reader testing can confirm the experience works.
AI cannot fix missing functionality.
If keyboard navigation does not exist for a custom component, that requires a code rewrite — AI can provide guidance, but not a drop-in replacement.
Complex issues require human judgment.
Multi-step form flows, custom widgets, complex data tables, and dynamic content often need manual review beyond what AI can reliably suggest.
AI remediation is most effective for high-volume, pattern-based issues: alt text, label associations, ARIA attributes, and semantic corrections. For complex issues, use it as a starting point and have a developer or accessibility expert review the output.
Fix accessibility issues faster
AI Remediation is available as an add-on starting at $9/month. Included in Pro and Enterprise plans.