AI-readiness is the consequence of good data architecture.

OMERO Plus defines how data is stored, described, and accessed,
and it now serves as the foundation of AI-readiness for imaging workflows.

Glencoe Software can make your image data AI-ready for Claude and other LLMs

Glencoe Software's proof-of-concept Claude plugin (MCP server) talks to OMERO Plus over its API and understands the OMERO data and metadata model.

The OMERO Plus architectural choices required to serve many simultaneous human users (researchers, pathologists,
image analysts, data scientists, and IT administrators) are precisely the choices required to serve an AI agent.

Data security starts with knowing who has access to what. In OMERO Plus, every image and result has an owner and an explicit visibility scope, so administrators can see and control exactly who can view, modify, or share anything in the system: a researcher, a collaborator, or an AI agent included.

diagram showing permissions in OMERO Plus

The relationships between images, experiments, analysis results, and additional metadata are explicit: a row in a relational database with identity, provenance, and queryable structure.

diagram showing the database structure in OMERO Plus

The API is the same contract every interface uses, whether that's a web browser, a desktop app, an HPC script, a notebook, or an AI agent. Nothing a person can do in the interface is off-limits to code.

diagram showing the API structure in OMERO Plus

Looking for a Customized AI Solution?

Let’s get your image data AI-ready.