# OMNI Registry — Open Multi-Taxon Scale Engine

> OMNI (Open Multi-Taxon Identification) is a combinatorial scale engine managed by Universal Document. This index maps model parameters, taxons, and semantic dataset coordinates.

## 1. Core Framework
* **Subdomain**: omni.universaldocument.org
* **Parent Authority**: universaldocument.org
* **Primary Focus**: Latent vector alignment for biological identification frameworks (plants, birds, mushrooms).
* **Compliance Schema**: Dataset, Organization metadata schemas.

## 2. API Ingestion Endpoints
* **GET `/api/identify`**: Handles image classification queries via the iNaturalist/Pl@ntNet API wrappers.
* **POST `/api/direct-checkout`**: Stripe endpoint for commercial dataset access licensing.

## 3. Developer Tooling
* **Wrangler Deployments**: Runs serverless Workers on Cloudflare infrastructure.
* **ONNX Fallback Engine**: Enables offline edge inference when daily API thresholds are approached.