Building AI interaction for real use.

Toda Labs is an AI research and product company working to make useful AI interaction an affordable part of everyday life.

We believe useful AI experiences bring three things together: interactions that help people accomplish real tasks, a reusable visual layer that teams can build their experiences around, and economics that make sense as usage grows.

We are starting with how AI shows up in a conversation. When avatars depend on expensive cloud GPUs, every additional user and every longer conversation adds to the rendering bill. We build MeshLite so teams can support that growth without paying for cloud rendering minute after minute.

Making this technology affordable for everyone guides our research and engineering—from avatar motion and speech synchronization to browser execution across devices. Our purpose extends beyond avatars: building the interaction and infrastructure that put useful AI within reach of more people.