We’re a research-forward organization building custom voice models for regional languages and mixed speech. Our goal is to make the voice interface of technology accessible to everyone.
We started our journey with Zero STT, the world’s most accurate transcription model, and expanded into complete voice agents that can be deployed in air-gapped environments.
We build foundation models for voice, including models that understand and produce codeswitched speech.
Proprietary training methodology, model architecture, and training data to improve baseline accuracy.
Custom SLMs trained on your corpus, your speakers, your terminology.
On-prem deployment and custom agent architectures for enterprise-grade security.
Lightweight models designed to run on CPUs for maximum accessibility.
End to end platform for agent orchestration, with custom logic for enterprise workflows.
Commitment to open models for the community on Hugging Face.


patents
peer-reviewed publications
Zero STT:
best in the industry.

world records
Research informs
production.
Production sharpens
research.
We're building voice infrastructure for the next decade.
Hiring engineers, researchers and linguists who care about deployable intelligence.