Instant
Intelligence
AI that understands while you speak — not after. Streaming intelligence across voice, text, and visual signals.
Self-Hosted Voice AI Gateway
› Quick Start
# Self-host the full stack. Works on macOS, Linux, and WSL.
$ curl -fsSL https://whissle.ai/install.sh | bash
Pulls the Docker image, configures API keys, and starts with Docker Compose.
Whissle bridges the gap between discriminative and generative AI.
A modular intelligence layer that converts any stream — audio, text, or video — into transcripts, emotion, intent, and actionable insights. Instantly, privately, at scale.
Real-time semantic tokens
Traditional ASR systems transcribe quickly but miss deeper meaning. Context, emotion, and intent disappear the moment words are captured.
Multi-modal Intelligence
Multi-modal LLMs offer richer insights but can't keep up in real time. You shouldn't have to choose between depth and speed.
Real-time natural language tokens
Traditional systems, like LLM and ASR, transcribe quickly but miss deeper meaning. Context, emotion, and intent disappear the moment words are captured or LLMs not work in streaming on the text.
Multi-modal Intelligence
Multi-modal LLMs offer richer insights but can't keep up in real time. You shouldn't have to choose between depth and speed.
Whissle bridges the gap between discriminative and generative AI.
A modular intelligence layer that converts any stream — audio, text, or video — into transcripts, emotion, intent, and actionable insights. Instantly, privately, at scale.
Solutions
Built for your industry
Text, audio and video streamed IN, structured intelligence OUT.
Stream2Action Architecture
Any input stream → META-1 → Structured JSON → Actions
Get Whissle
Self-host on-prem, use our cloud API, or explore the research — your data, your choice, your intelligence.
Whissle Gateway
Full voice AI stack — ASR, LLM, TTS, diarization — on a single GPU. Self-hosted Docker for on-prem. Cloud API returning soon.
Whissle Browser
AI browser with ambient voice intelligence, adaptive theming, inline annotations, and Lulu built in. Free download for macOS.
Agents Studio
Build, test, and deploy AI voice agents with Lulu. Cloud API, voice cloning, analytics dashboard — coming soon.
Developer Docs
API reference, streaming examples, and deployment guides for ASR, TTS, LLM, and voice agents.
Meta-1 Foundation Model
Multi-modal discriminative model — emotion, intent, age, gender, and entity detection from any input stream in a single forward pass.