
Intelligence, thoughtfully built.
An independent multimodal research studio. We architect ultra-compact, sovereign foundation models that perceive, reason, and speak with extreme mathematical frugality.
Designed to Work
at Frontier Scale.
A structured approach to managing complex intelligence systems — from sub-15ms neural voice to high-throughput multilingual speech recognition.
Explore all model cardsUltra-compact neural speech synthesis for edge devices.
35M parameter lightweight neural voice engine engineered for sub-15ms latency, local client runtimes, and low memory footprints.


Acoustic intelligence.
Sub-20ms streaming latency.
Want to use this API?
Try in StudioAI models. Yours to deploy.
Built to run where you need them. On your phone, your laptop, your servers, or inside a facility that never connects to the outside.
Vaani Series
The flagship speech recognition & audio foundation model.
Suzune S1
Ultra-compact, studio HD voice, built to run on the edge.
35 MB. The whole model.
Small enough for a laptop or a phone. Nothing cut out to get there.
Reads 230 tokens a second on an iPhone.
How fast it takes in what you send. No server.
Download it. Keep it.
No API key. No expiry. Runs on your machine for good.
Pull the cable. It keeps answering.
Private AI on your computer. No internet, no server, nothing leaves the device.
Private by default. The model goes to the data. The data stays home.
On your device, on your servers, or air-gapped. Nothing is sent out.
Meet Reverie.
An AI that becomes yours.
Give it the task,
not the steps.
Reverie plans the steps, navigates the codebase, runs tests, and opens complete PRs without hand-holding.
Latest research
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Suzune S1: An 80M Parameter Non-Autoregressive Speech Foundation Engine
Latest news
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Sorika Labs Releases Vaani Speech AI Series: Zero-to-SOTA on Community GPUs

Sorika Labs Accelerates Active R&D on Swen Series, Vision, Nano & Fast Thinking Models

