On-device AI inference

AI that runs where your data lives.

InferEdge AI builds speech, language and vision models that run directly on phones, laptops and browsers — private by design, fast without a network round-trip, and free of per-request cloud costs.

Capabilities

One inference approach, every modality.

We take state-of-the-art models, compress them, and ship them to the device that needs them — so the work happens next to the microphone, the camera, or the keyboard.

Speech & audio

Speech recognition and natural voice synthesis on-device, including Indian languages that cloud tools serve poorly.

Language & text

Translation and language understanding with compact neural models that answer in milliseconds, even offline.

Vision

Image understanding on the camera device itself — no frames uploaded, no bandwidth spent, no latency added.

Why edge

The cloud isn't always the right place for AI.

01

Private

Voices, images and documents never leave the device, so there is nothing to leak.

02

Fast

No network round-trip. Results arrive as quickly as the hardware can compute them.

03

Offline

Once a model is on the device, it keeps working without a connection.

04

Affordable

Inference runs on hardware people already own — no GPU bill that grows with every user.

Products

Built on the InferEdge approach.

Available now

VaayuEdge

Speak English, hear natural Telugu. Speech recognition, translation and Telugu voice — running entirely in your browser.

  • One click to enable, no installation
  • Your voice is never uploaded
  • Works offline after the first setup
Open VaayuEdge →
You sayI will call you after I finish the meeting.
Whisper→Opus-MT→MMS-TTS· on device
VaayuEdge saysమీటింగ్ పూర్తయ్యాక నేను మీకు ఫోన్ చేస్తాను.
How we build

Open models, compressed and deployed to the edge.

We start from proven open models, quantize them to a fraction of their size, and run them with hardware-accelerated runtimes on whatever the user already has.

ONNX RuntimeWebGPUWebAssembly INT8 quantizationTransformers.jsWhisper Opus-MTMMS-TTS
Contact

Need AI that runs on your hardware?

We work with teams that need private, offline or low-cost inference on their own devices.

Message us on X · @NeuralMastery