AccessPilot AISLAY HACKS ’26
Private-by-design • Local analysis

ACCESSIBILITY INTELLIGENCE / v1.0

Good design is
for everyone.

Find accessibility barriers in HTML, understand their impact, and receive explainable, AI-assisted priorities—with no data leaving your browser.

WCAG-informed checksExplainable ML rankingNo API key needed

01 / INSPECT

HTML analysis

Runs on your device

Paste HTML or choose a realistic sample to get started. This tool inspects source markup, not rendered visual contrast or dynamic behavior.

Local-only processing. No personal data is uploaded.

02 / UNDERSTAND

Audit results

Ready to audit

Clarity starts with a scan.

Run an audit to see identified barriers, practical fixes, and an explainable impact ranking.

03 / OUR APPROACH

Built for trust,
not black-box scores.

01

Evidence first

Rule-based detection produces traceable evidence, mapped to accessibility concepts and remediation examples.

02

Transparent intelligence

A lightweight k-nearest-neighbors model trained on disclosed synthetic examples suggests relative priority. It never changes the facts detected.

03

Human validation

Automation is incomplete: keyboard flows, assistive technology, visual contrast, and real user testing remain essential.