Problem

Many autistic and neurodivergent people, people with aphasia, and AAC users know exactly what they want to say but can't always finish the sentence. "I need… that… blue…" — and everyone starts guessing.

Approach

Listens to the fragment exactly as spoken, looks at what's visibly in the room, and remembers what this person has confirmed before. Four agents loop to propose two to four complete sentences. The person picks one, or says none fit. Only then does it speak aloud and, optionally, send to a caregiver's Slack.

Results

Nothing is ever said that wasn't confirmed. Live demo deployed on Vercel.