AiVi — See & Speak
Camera-based AI tools rarely feel like a real conversation about what's in front of you.
Updated Jul 29, 2026
Projects
Every project here started with a real barrier. Some are shipping. Some are still an idea. All of them are being worked on in public.
Retired and paused work lives in the project archive (1).
Camera-based AI tools rarely feel like a real conversation about what's in front of you.
Updated Jul 29, 2026
Existing AAC apps are often slow, generic, and don't adapt to how a specific person actually communicates.
Updated Jul 1, 2026
Typing tutors are often visual-only, repetitive, and hard to stick with for learners of different ages and abilities.
Updated Jul 1, 2026
Most AI image tools force you to start over every time you want a small change, and they give you no way to know what the image actually contains if you can't see it.
Updated Jul 26, 2026
Quiet, unclear, or hard-to-project speech often doesn't carry in a room, and repeating yourself is exhausting.
Updated Jul 26, 2026
The details you need later are rarely the ones you thought to write down at the time.
Updated Jul 29, 2026
Important events in your environment — conversations, knocks, alarms — can be missed without a clear way to know what happened.
Updated Jul 26, 2026
Accessibility information about a place is scattered, out of date, or simply missing, so people find out when they arrive.
Updated Jul 29, 2026
Conversations between signers and non-signers usually depend on a third person being present to interpret.
Updated Jul 26, 2026
SceneCast transcribes audio or video into text. Most transcripts stop at the words, losing who spoke, the sounds in the room, and where one scene ends and the next begins.
Updated Jul 27, 2026
Most games built around rich fantasy worlds are impossible to play without seeing the screen, leaving blind and low-vision players out of the story entirely.
Updated Aug 4, 2026
Learning braille usually depends on expensive hardware or in-person instruction, so most people who could benefit never get the chance to start.
Updated Aug 4, 2026
Almost every way to learn ASL assumes you can see the signs, which shuts out DeafBlind and blind learners and makes shared learning between blind and sighted people awkward.
Updated Aug 4, 2026
Translation apps usually expect you to read a screen, which makes them close to useless in a live conversation if you cannot see the text.
Updated Aug 4, 2026
Mainstream job sites match people to their old job titles, not to what they can do now — which fails anyone whose abilities, health, or circumstances have changed.
Updated Aug 4, 2026
Most video has no audio description, so blind and low-vision viewers miss the action, the settings, and the faces that carry the story.
Updated Aug 11, 2026
People are told they have to learn to code before they are allowed to build anything, and almost every course that teaches building with AI assumes you can see a preview to know whether it worked.
Updated Aug 11, 2026