# Real-time AI — Solutions — Hanzo AI

> Deliver instant, fluid AI experiences. Hanzo's streaming infrastructure handles millions of concurrent streams — from chat to live audio to real-time analytics.

[Solutions](https://hanzo.ai/solutions)

Use Case

# Real-time AI

Stream AI responses with sub-100ms latency

Deliver instant, fluid AI experiences. Hanzo's streaming infrastructure handles millions of concurrent streams — from chat to live audio to real-time analytics.

[View streaming docs](https://docs.hanzo.ai/docs/llm)[Talk to sales](https://hanzo.ai/contact/sales)

## What's included

Every feature you need to ship fast and scale confidently.

### SSE & WebSocket Streaming

Native support for Server-Sent Events and WebSockets. Tokens arrive as they're generated — no buffering.

### Edge Inference

Route requests to the nearest inference node. Sub-100ms first-token latency for users worldwide.

### Real-time Voice

Bidirectional audio streaming with Zen Live. Interrupt handling, turn detection, and <300ms response.

### Live Data Integration

Stream live data into context — market feeds, IoT sensors, database CDC — without batching delays.

### Backpressure Handling

Intelligent rate limiting and queue management. Never drop a stream under load.

### Multiplexed Connections

One persistent connection, many concurrent streams. Efficient for high-frequency, high-volume workloads.

## Use cases

Real workloads, real teams, real impact.

- Live customer chat with instant AI responses
- Real-time voice assistants and IVR systems
- Live document generation and editing co-pilot
- Financial market analysis and alerting
- Real-time moderation at scale

### Start building today

Get up and running in minutes. Our documentation covers everything from quick start to production deployment.

[View streaming docs](https://docs.hanzo.ai/docs/llm)[Contact sales](https://hanzo.ai/contact/sales)

Also available on

AWS MarketplaceAzure MarketplaceGCP Marketplace

Enterprise ready

## Deploy with confidence

Continual internal audits, a full audit trail, and your own tenancy. Custom SLA and dedicated support engineers on Enterprise.

[Contact enterprise sales](https://hanzo.ai/contact/sales)[View pricing](https://hanzo.ai/pricing)