We research how people and machines read each other —
and build products that get it right.
What we're working on
Exploring AI social and companion interfaces for India. Language, culture, and identity are not constraints to design around — they are the material. We research what people actually want from AI when it shows up in their lives.
aitra →
Designing AI learning interfaces for children built around genuine comprehension, not correct answers. We ask what it looks like when a machine helps a child think rather than think for them.
Our thesis
The interface is the intelligence. As AI systems become more capable, the quality of the human–AI interface determines whether that capability reaches people or not. We build at that edge.