Prapatti AI: Restoring Digital Independence for the Disabled with Gemini-Powered Navigation

Prapatti AI is an innovative artificial intelligence tool designed to provide digital autonomy to individuals with visual, motor, or cognitive disabilities. The tool was created in the spirit of inclusion for International Day of Charity, addressing the widespread accessibility issues on modern websites. Despite global regulations, a vast majority of top websites still fail basic web accessibility standards, leaving users with disabilities unable to navigate them effectively.

Prapatti AI operates as a desktop intermediary, interpreting desktop interface layouts directly through multimodal vision-language models. This allows it to bypass non-compliant HTML, remove popups, and automatically fill multi-step forms. The tool uses custom physical hardware sensors like switch controls, eye-tracking systems, or adaptive joysticks connected to Gemini's visual reasoning engine. These sensors convert simple sensor gestures into complete, automated desktop interactions.

The tool functions on a local Sense-Reason-Act loop that runs directly on the user's desktop. It senses custom hardware sensor telemetry, reasons using Google AI Studio and Gemini, and acts by translating structured coordinate commands into desktop mouse clicks, typing, or scrolling actions. Prapatti AI's unique architecture includes visual UI layout parsing, which works on inaccessible websites, desktop applications, and legacy software lacking proper ARIA accessibility tags.

This approach reduces cognitive drain by proactively detecting and resolving modal popups, cookie consent banners, and multi-step inputs.