Fast, Confident, and Wrong: When AI Fails at Accessibility
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Radostina (Ina) Tsvetkova
NAV
Senior Advisor
In this session, I will demonstrate how to move accessibility with low effort from an “afterthought” to a systematic verification process using fast unit checks (jasmine-axe, jest-axe, vitest-axe) and realistic E2E scans (Cypress, Playwright). Instead of manually checking accessibility shortly before release, we shift feedback to the left: components are validated in isolation during testing, and critical user flows are scanned in real browsers. This is not just about tools, but about robust routines: ensuring stable UI states before scanning, maintaining consistent WCAG tags/severity levels, generating actionable reporting in CI, and establishing clear gate rules (“build fails on serious/critical”). Furthermore, I will shed light on the practical side: how teams handle exceptions (with justification and expiration dates), how to choose the right scopes (e.g., scanning a dialog instead of the entire page), and why uniform guardrails across unit and E2E tests are crucial for making accessibility sustainable, scalable, and genuinely integrated into daily development.
World Congress 2026 Europe
Radostina (Ina) Tsvetkova
NAV
Senior Advisor
Dennis Doomen
Aviva Solutions
Principal Consultant
Guillaume Moigneu
Upsun
Field CTO
Sebastian Messingfeld
Eurowings Digital
Staff Engineer