Takeaways From Deque’s “From Debt To Dividend” Report

The Deque report highlights four main gaps between AI-assisted development and accessibility, along with proposed solutions:

The Confidence Gap: Engineering leaders heavily trust AI-generated code's accessibility, yet AI models default to producing critical accessibility errors.

• Solution: Integrate automated accessibility testing directly into IDEs and AI coding tools to provide real-time feedback during code creation.

The Validation Gap: Accessibility flaws frequently hit production because testing happens too late in the lifecycle.

• Solution: Embed automated accessibility checks into the CI/CD pipeline so every build is continuously evaluated, fixing issues when it is cheapest.

The Prioritization Gap: Organizations rank accessibility last in compliance priorities, yet it is their third leading cause of post-production rework.

• Solution: Include accessibility requirements directly in sprint completion criteria and "Definition of Done" statements rather than treating them as a final gate.

The Scalability Gap: Rapid AI code generation is outstripping existing accessibility validation infrastructure, increasing compliance risks.

• Solution: Shift accessibility left by embedding it seamlessly into every stage—from the IDE and code reviews to build pipelines and AI agent workflows—making testing automatic and effortless.