# Computer Vision — Solutions — Hanzo AI

> Extract structured data from any visual input. Hanzo's vision pipeline handles ingestion, processing, and structured output — from single images to high-volume video streams.

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

Use Case

# Computer Vision

Process images and video at production scale

Extract structured data from any visual input. Hanzo's vision pipeline handles ingestion, processing, and structured output — from single images to high-volume video streams.

[Explore vision models](https://hanzo.ai/models)[Talk to sales](https://hanzo.ai/contact/sales)

## What's included

Every feature you need to ship fast and scale confidently.

### Multimodal Models

Zen VL and Zen Omni for image understanding, OCR, document parsing, and visual Q&A.

### Video Processing

Frame extraction, scene detection, and temporal analysis for long-form video content.

### Structured Extraction

Convert visual content to JSON, tables, or any schema. Works on receipts, forms, diagrams, charts.

### Real-time Detection

Object detection, face recognition, and anomaly detection on live camera feeds.

### Image Generation

Zen Artist for photorealistic image generation and editing. Zen Artist Edit for precise inpainting.

### Vision Embeddings

Embed images in the same space as text for multimodal search and clustering.

## Use cases

Real workloads, real teams, real impact.

- Document digitization and intelligent OCR
- Product catalog automation from photos
- Quality control and defect detection
- Medical imaging analysis
- Security and surveillance monitoring

### Start building today

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

[Explore vision models](https://hanzo.ai/models)[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)