FRAMEWORK

Accessibility in AI Systems

AI should be usable and beneficial for everyone. Learn how to design inclusive AI systems that work for all abilities.

Dimensions of Accessibility

Visual

Support for screen readers, high contrast modes, and alternative text descriptions for all visual content.

Auditory

Captions, transcripts, and visual alternatives for audio content and voice interfaces.

Motor

Keyboard navigation, voice control, and adaptable input methods for users with limited mobility.

Cognitive

Clear language, consistent patterns, and adjustable complexity for users with cognitive differences.

Language

Multi-language support, plain language options, and cultural sensitivity in AI interactions.

Technical

Works across devices, bandwidth conditions, and assistive technologies.

Accessibility Standards

WCAG 2.1 Level AA

Web Content Accessibility Guidelines ensure digital content is perceivable, operable, understandable, and robust.

Section 508

US federal standard requiring electronic and information technology to be accessible to people with disabilities.

EN 301 549

European standard for accessibility requirements for ICT products and services.

ADA Compliance

Americans with Disabilities Act requirements for digital accessibility in public accommodations.

AI-Specific Accessibility Challenges

Bias in Training Data

AI models trained primarily on data from able-bodied users may not work well for people with disabilities. Ensure diverse representation in training data.

Explainability for All

AI explanations must be accessible across different abilities. Provide multiple formats: text, audio, visual, and simplified versions.

Adaptive Interfaces

AI can personalize interfaces based on user needs, but must do so transparently and with user control.

Best Practices

  • 1.Include users with disabilities in research, testing, and design processes from the start.
  • 2.Test with assistive technologies like screen readers, voice control, and switch devices.
  • 3.Provide multiple interaction modes so users can choose what works best for them.
  • 4.Document accessibility features clearly so users know what support is available.
  • 5.Monitor and iterate based on feedback from users with diverse abilities.