Cleaning the Data Stream

If you train an AI on historical data that ignored marginalized groups, the AI will ignore them too. Our data scientists spend weeks auditing training datasets to identify and neutralize exclusion bias before a single line of model code is written.

When AI Meets Screen Readers

How does your website’s AI assistant handle navigation for the visually impaired? If it relies on visual CAPTCHAs or unstructured overlays, it’s a barrier. Our developers work in clean-room environments to test integrations with JAWS, NVDA, and VoiceOver to ensure seamless interaction.