Drop-in replacement for the OpenAI SDK
Images
Every image operation, one API.
Caption, detect, segment, point, generate, and edit. No model zoo to assemble.
Trusted by engineering
teams across industries
How It Works
From pixels to structured output
- Caption and tag images with rich, contextual descriptions
- Detect, point, and segment with pixel-level accuracy
- Generate and edit visuals, then validate them against a schema
Why It Matters
Stop Stitching Vision Models Together
One agent composes detection, segmentation, and generation in a single conversation.
Chain detect, crop, enhance, analyze in one call
Schema-validated JSON on every response
Bounding boxes and confidence scores for audit
Why VLM Run
Built for High-Volume Image Pipelines
Drop-in OpenAI-compatible API, with batch and real-time paths on the same endpoint.
Batch millions of images at the flex tier
Enterprise deployment for sensitive imagery
Built for teams that work in pixels.
Frontier models like GPT, Claude, and Gemini can describe what they see – but they can't act on it. Orion unites the reasoning power of large Vision-Language Models with the accuracy of specialized computer-vision tools – all through one unified API.
Caption and tag at scale
Generate rich descriptions and semantic labels for catalogs, archives, and user uploads.
Detect, point, and segment
Locate objects, people, and regions with bounding boxes, points, and pixel-perfect masks.
Generate and edit
Create, modify, and remix images from text prompts or existing visuals, inline in the same run.
Parse screenshots and UI
Extract GUI elements and state from app screenshots for testing, automation, and analytics.
Security
Your data requires zero compromise.
SOC 2 Type II
Certified for security controls.
GDPR
Complies with EU data laws.
Configurable Retention
Fully customizable data retention policies, including ZDR.
HIPAA
BAA available for Pro & Enterprise.
Frequently Asked Questions
Frontier models can describe what they see, but not act on it. Orion goes beyond perception by planning, executing, and validating visual tasks. Instead of just describing an image, Orion can detect, segment, crop, enhance, extract, and reason over visual content in a single call.
