---
title: UsableNet Artificial Intelligence Updates | AI-Guided Remediation
description: Enhance AI workflows with UsableNet’s accessibility expertise, delivering precise remediation and efficient testing to ensure EAA compliance seamlessly integrated into your development process.
---
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Test the accessibility of your website for free! Try UsableNet AQA. [Test now!](https://usablenet.com/automated-accessibility-testing-tool)
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[](https://usablenet.com/)
- [Solutions](https://usablenet.com)
## Solutions
[UsableNet Assistive](https://usablenet.com/technology/assistive-technology-services)
A managed service combining experts, technology and legal support to make your website accessible
[UsableNet AQA](https://usablenet.com/technology/aqa)
Accessibility management and testing software for designers, developers, and testers
[Accessibility Audits & Support Services](https://usablenet.com/services)
Expert guidance and training to empower your team to create accessible digital experiences
Explore which of our digital accessibility solutions is right for you
[Watch a Demo](https://info.usablenet.com/choose-a-demo?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1737658630173.1737669055746.199&__hssc=181257784.7.1737669055746&__hsfp=3011104808&hsLang=en)
- [Resources](https://usablenet.com/resources)
## Resources
- [E-books & Guides](https://usablenet.com/resources?contentType=E-books%20and%20Guides)
- [Case Studies](https://usablenet.com/resources?contentType=Case%20Studies)
- [Reports](https://usablenet.com/resources?contentType=Reports)
- [Webinars](https://usablenet.com/resources?contentType=Webinars)
- [Tools](https://usablenet.com/resources?contentType=Tools)
- [All Resources](https://usablenet.com/resources)
## Essential Resources
 [ADA accessibility lawsuit tracker](https://info.usablenet.com/ada-website-compliance-lawsuit-tracker?hsLang=en)
 [Checklist: how to achieve and maintain digital accessibility](https://info.usablenet.com/digital-website-accessibility-checklist?hsLang=en)
 [Which remediation approach is right for me?](https://info.usablenet.com/website-accessibility-remediation-quiz?hsLang=en)
 [A Primer on ADA and Digital Accessibility](https://info.usablenet.com/a-primer-on-ada-and-digital-accessibility?hsLang=en)
The EAA is in Effect — Is Your Website Compliant?
[Get Help with EN 301 549 Compliance](https://info.usablenet.com/eaa-en-301-549-compliance?hsLang=en)
- [Who We Serve](https://usablenet.com/strategic-relationships)
## Industry
[E-commerce and Consumer Goods](https://info.usablenet.com/e-commerce-accessibility-solutions?hsLang=en)
[Food Service and Hospitality](https://info.usablenet.com/-industries-food-service-hospitality?hsLang=en)
[Banking and Financial Services](https://info.usablenet.com/industries-financial-services?hsLang=en)
[Healthcare](https://info.usablenet.com/industries-healthcare?hsLang=en)
[Technology and Business Services](https://info.usablenet.com/-industries-technology-and-business-services?hsLang=en)
[Public Sector and Education](https://info.usablenet.com/industries-public-sector-and-education?hsLang=en)
## Compliance
[Canadian Accessibility Laws](https://info.usablenet.com/compliance-canada?hsLang=en)
[European Accessibility Laws](https://info.usablenet.com/eaa-en-301-549-compliance?hsLang=en)
[Other International Accessibility](https://info.usablenet.com/compliance-international?hsLang=en)
[United States Accessibility Laws](https://info.usablenet.com/compliance-united-states?hsLang=en)
2026 Midyear report on digital accessibility lawsuits in the US
[Download Now](https://info.usablenet.com/2026-midyear-report?hsLang=en)
- [Pricing](https://usablenet.com/pricing)
- [Blog](https://blog.usablenet.com/?hsLang=en)
- [About Us](https://usablenet.com/about-us)
[Get a Demo](https://info.usablenet.com/contact?hsLang=en)
Close Open Menu
- Solutions
## Solutions
[UsableNet Assistive](https://usablenet.com/technology/assistive-technology-services)
A managed service combining experts, technology and legal support to make your website accessible
[UsableNet AQA](https://usablenet.com/technology/aqa)
Accessibility management and testing software for designers, developers, and testers
[Accessibility Audits & Support Services](https://usablenet.com/services)
Expert guidance and training to empower your team to create accessible digital experiences
Which accessibility remediation approach is right for me?
[Take our Quiz](https://info.usablenet.com/website-accessibility-remediation-quiz?hsLang=en)
- Resources
## Resources
[E-books & Guides](https://usablenet.com/resources?contentType=E-books%20and%20Guides)
[Case Studies](https://usablenet.com/resources?contentType=Case%20Studies)
[Reports](https://usablenet.com/resources?contentType=Reports)
[Webinars](https://usablenet.com/resources?contentType=Webinars)
[Tools](https://usablenet.com/resources?contentType=Tools)
[All Resources](https://usablenet.com/resources)
## Essential Resources
[ADA accessibility lawsuit tracker](https://info.usablenet.com/ada-website-compliance-lawsuit-tracker?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1736198093211.1736205902814.174&__hssc=181257784.1.1736205902814&__hsfp=3011104808&hsLang=en)
[Checklist: how to achieve and maintain digital accessibility](https://info.usablenet.com/digital-website-accessibility-checklist?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1736198093211.1736205902814.174&__hssc=181257784.1.1736205902814&__hsfp=3011104808&hsLang=en)
[Which remediation approach is right for me?](https://info.usablenet.com/website-accessibility-remediation-quiz?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1736198093211.1736205902814.174&__hssc=181257784.1.1736205902814&__hsfp=3011104808&hsLang=en)
[A Primer on ADA and Digital Accessibility](https://info.usablenet.com/a-primer-on-ada-and-digital-accessibility?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1736198093211.1736205902814.174&__hssc=181257784.1.1736205902814&__hsfp=3011104808&hsLang=en)
The EAA is in Effect — Is Your Website Compliant?
[Get Help with EN 301 549 Compliance](https://info.usablenet.com/eaa-en-301-549-compliance?__hstc=181257784.2243d86205d8f41e204908d6f6578263.1725908600455.1736198093211.1736205902814.174&__hssc=181257784.1.1736205902814&__hsfp=3011104808&hsLang=en)
- Who We Serve
## Industry
[E-commerce and Consumer Goods](https://info.usablenet.com/industries-e-commerce-consumer-goods?hsLang=en)
[Food Service and Hospitality](https://info.usablenet.com/-industries-food-service-hospitality?hsLang=en)
[Banking and Financial Services](https://info.usablenet.com/industries-financial-services?hsLang=en)
[Healthcare](https://info.usablenet.com/industries-healthcare?hsLang=en)
[Technology and Business Services](https://info.usablenet.com/-industries-technology-and-business-services?hsLang=en)
[Public Sector and Education](https://info.usablenet.com/industries-public-sector-and-education?hsLang=en)
## Compliance
[Canadian Accessibility Laws](https://info.usablenet.com/compliance-canada?hsLang=en)
[European Accessibility Laws](https://info.usablenet.com/compliance-europe?hsLang=en)
[Other International Accessibility](https://info.usablenet.com/compliance-international?hsLang=en)
[United States Accessibility Laws](https://info.usablenet.com/compliance-united-states?hsLang=en)
2026 Midyear report on digital accessibility lawsuits in the US
[Download Now](https://info.usablenet.com/2026-midyear-report?hsLang=en)
- [Pricing](https://usablenet.com/pricing)
- [Blog](https://blog.usablenet.com/?hsLang=en)
- [About Us](https://usablenet.com/about-us)
[Get a Demo](https://info.usablenet.com/contact?hsLang=en)
## Integrate UsableNet's Accessibility Expertise into AI-Powered Workflows
Our AI approach is simple: Every AI-assisted check and suggested fix is based off our 25 years of testing rules and real-world accessibility experience. We turn AI accessibility remediation into accurate, developer-ready implementation.
## Global Leaders Trust UsableNet
## Layer UsableNet's Accessibility Intelligence with Your AI-Coding Tools
Ask a generic AI tool to review your site, and it'll tell you something looks off. Give that same AI access to UsableNet's testing rules, and it'll tell you exactly what's wrong, why it's wrong, and how it plays out for the specific assistive technology, browser, and interaction pattern involved. That precision comes from our knowledge Base: a live, continuously refined set of testing rules the AI draws on to reach the feedback your teams receive.
That shows up as three things working together: detection logic sharper and more specific than any ruleset on the market, human-validated fixes drawn from thousands of engagements and 25 years in the field, and the precision to know what isn't a real issue, arguably the hardest thing to teach any AI.
## AQA's Testing Engine Built into Your Workflow
The Claude Plugin puts UsableNet's AQA testing engine right where your developers already work, directly in Claude Code, with no separate app to open and no report to context-switch into.
Claude Code handles the conversation and coding. AQA does the testing and prescribes the fixes. Ask Claude to test a page, and the plugin runs the results through our Knowledge Base to produce a fix your team can act on immediately. Where it's safe to apply a fix directly, it does, then validates the result. Where it isn't, it flags the issue with clear next steps and reports back with status, history, and retest confirmation, so nothing quietly falls through the cracks.
## AI-Assisted Accessibility Testing
Manual review eats more time in accessibility testing than almost anything else. AQA's AI-assisted accessibility testing speeds up that manual effort, checking specific WCAG success criteria at the code level that a person would otherwise have to review.
AQA's AI also analyzes the components and templates repeating across your site, so your team can prioritize what to fix instead of triaging from scratch every time.
And when you're recording a flow, it suggests selectors on the fly and remembers them, so testing stays fast and repeatable rather than something you rebuild each round.
[](https://info.usablenet.com/hs/cta/wi/redirect?encryptedPayload=AVxigLIiAoX9LXWzCBKCRqniJK9%2B1WmqX2i2Mx8q9MQ%2F%2BQ2j6YgBbo6mF%2BMK2AbsZkAxCT2fNScbXLtcOI8me351soKcrtm7SNqJpm31jLdEJRgaspmMdi3n0093ZLwjpXTEqou88Oty76wCiVOFgSy9DTLtdvdLqFQhZGEMXLmlb%2BZQCpap%2FYx3KYVmX7b%2FzFTpAbINRJaNLg%3D%3D&webInteractiveContentId=217826809155&portalId=3280432&hsLang=en)
## AI-Assisted WCAG Success Criteria
**AQA's AI only tests automated success criteria it can confidently review, analyzing your code directly and checking it against our testing rules. The Success Criteria AI covers today are:**
### **1.4.12: Text Spacing**
Flags content that needs a manual check, faster and more precisely.
### **1.4.5: Images of Text**
Reviews text inside images and helps your team judge whether it meets the bar.
### **2.4.4: Link Purpose**
Confirms link labels actually match their destination page titles (English only).
### **3.1.1: Language of Page**
Catches mismatches between declared and actual page language and marks what needs fixing.
### **3.1.2 Language of Page**
hecks that in-page content matches the language set in the code.
## FAQs
### What AI model do you recommend, and how do you manage the glitches models sometimes have?
You don't need a heavyweight model for this. We recommend setting Claude's thinking effort to low, it's the more consistent choice and less exposed to the ups and downs you see across different models.
### We don't have a lot of Claude tokens available and can't purchase more. Will this burn through our budget?
Not as much as you’d expect. The Claude AQA Plugin runs at a conversational level by design, so even a modest license goes a long way. We kept the interaction simple on purpose, so your tokens go toward tapping the Knowledge Base, not toward back-and-forth the model doesn't need. That's where the speed and reliability come from.
### Everyone's building MCPs. Why this approach?
There's one here too, actually. The MCP server gives Claude "hands" in the browser, the low-level functions that let it inspect the page directly through the Chrome extension. The skills sit on top as the "recipes," the instructions that tell Claude how to use those hands to run a full accessibility workflow. What ties it together, and what actually makes it work, is that both are built on the AQA Knowledge Base.
### How is this different from similar tools from other accessibility vendors?
Conceptually, not much separates most of these tools. AI for accessibility work taught us is that the real gap sits in two places: how precise the prompt is, and how reliable the information behind it is. Our prompting hands Claude exact detail on the element that triggered an issue and why, detail most tools don't provide.
Our Knowledge Base adds the other half: a detailed testing methodology and specific remediation instructions that give AI models solid, reliable guardrails to reason through the problem and land on a fix, rather than working it out on its own.
## Get Started with the Claude Plugin
Learn more about how our Claude Plugin integrates accessibility into the latest AI-powered workflows
[Schedule a Consultation](https://calendly.com/usablenet-accessibility/consultation-dkaur)
## Page Footer
### Have a question? **Contact Us**
[Book a Consultation](https://calendly.com/usablenet-accessibility/introduction?month=2025-02) [Watch a Demo](https://info.usablenet.com/choose-a-demo?hsLang=en)
### Solutions
- [UsableNet Assistive](https://usablenet.com/technology/assistive-technology-services)
- [UsableNet AQA](https://usablenet.com/technology/aqa)
- [Accessibility Audit & Support Services](https://usablenet.com/services)
- [Pricing and Plans](https://usablenet.com/pricing)
### Resource Library
- [Blog](https://blog.usablenet.com/?hsLang=en)
- [E-Books](https://usablenet.com/resources?contentType=E-books%20and%20Guides)
- [Case Studies](https://usablenet.com/resources?contentType=Case%20Studies)
- [Reports](https://usablenet.com/resources?contentType=Reports)
- [Test your website for accessibility](https://usablenet.com/automated-accessibility-testing-tool)
- [ADA Monthly Lawsuit Tracker](https://info.usablenet.com/ada-website-compliance-lawsuit-tracker?hsLang=en)
- [Webinars](https://usablenet.com/resources?contentType=Webinars)
- [All Resources](https://usablenet.com/resources?all=true)
### Who We Serve
- [Public Sector and Education](https://info.usablenet.com/industries-public-sector-and-education?hsLang=en)
- [Banking and Financial Services](https://info.usablenet.com/industries-financial-services?hsLang=en)
- [E-commerce and Consumer Goods](https://info.usablenet.com/industries-e-commerce-consumer-goods?hsLang=en)
- [Food Service and Hospitality](https://info.usablenet.com/-industries-food-service-hospitality?hsLang=en)
- [Healthcare](https://info.usablenet.com/industries-healthcare?hsLang=en)
- [Technology and Business Services](https://info.usablenet.com/-industries-technology-and-business-services?hsLang=en)
### Compliance
- [European Accessibility Laws](https://info.usablenet.com/compliance-europe?hsLang=en)
- [United States Accessibility Laws](https://info.usablenet.com/compliance-united-states?hsLang=en)
### Company
- [About Us](https://usablenet.com/about-us)
- [LLM Resources](https://usablenet.com/for-ai-assistants)
[Accessibility Support](https://info.usablenet.com/support?hsLang=en)| [Privacy Policy](https://info.usablenet.com/privacy?hsLang=en)| [Accessibility Statement](https://info.usablenet.com/accessibility-statement?hsLang=en)| [Diversity and Inclusion Statement](https://info.usablenet.com/diversity-and-inclusion?hsLang=en)|
Accessibility Status
| [Technology Patents](https://info.usablenet.com/technology/patent?hsLang=en)
## **Sign Up** for the **UsableNet Blog**
Join our mailing list to receive email notifications when we publish a new blog, infographic, whitepaper or newsletter. Stay up-to-date on our insights, the latest tech news and digital trends.
© 2026 UsableNet Inc.
© 2026 UsableNet Inc.
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},
"name" : "We don't have a lot of Claude tokens available and can't purchase more. Will this burn through our budget?"
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"text" : "There's one here too, actually. The MCP server gives Claude \"hands\" in the browser, the low-level functions that let it inspect the page directly through the Chrome extension. The skills sit on top as the \"recipes,\" the instructions that tell Claude how to use those hands to run a full accessibility workflow. What ties it together, and what actually makes it work, is that both are built on the AQA Knowledge Base."
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```