Data Platform
The Data Platform: view, share, and organize whole-slide images at any scale. An image viewer meeting the highest scientific demands, native object-storage data transfer, and rock-solid identity and access management — built on open standards.

Science is complex, viewing a slide shouldn't be
With split-screen, histograms, intensity readouts, and strong mIF support, cytario® deals with the complex science but without requiring a computer science degree to use it.
- Split-screen
- Histograms
- Intensity readouts
- mIF support
- Reads from object storage

Data transfer and object storage, solved
Every component of cytario® is built natively for object storage. Bring your own S3-compatible storage — on-premise with RustFS, in the cloud with AWS, or hybrid — and cytario® reads directly from it over HTTP range requests, with no tile server in between. Transfer data at the highest speeds using battle-tested tools like Cyberduck, with checksum verification out of the box.
- Bring your own S3 / MinIO storage
- Browser reads directly from object storage
- No tile server required
- Highest transfer speeds
- Checksum verification out of the box

You can only trust AI analysis results that you see
Visualizing millions of cells found by an image analysis pipeline in cytario® is as simple as selecting the resulting CSV or parquet (recommended) directly from object storage. Viewing analysis results is part of the Data Platform — running analyses is part of the Research Platform.
- Millions of cells at once
- Polygon shapes
- Cell information on hover
- No conversion

Built on Keycloak, trusted by millions
Rather than building yet another identity solution, cytario® builds on Keycloak, the battle-tested open-source identity and access management platform backed by Red Hat. Enterprise-grade security without vendor lock-in.
- Enterprise-grade security
- Active development and support
- MIT licensed and open-source
- Extensive documentation

One login for everything
Connect cytario-auth to your existing identity provider. Whether you use Microsoft Entra ID, Google Workspace, Okta, or any other OIDC/SAML provider, your team can log in with their existing credentials. No separate passwords to manage.
- Microsoft Entra ID
- Google Workspace
- Okta and Auth0
- Any OIDC or SAML provider

Know who did what, when
Every authentication event, every access request, every permission change is logged. The Data Platform provides comprehensive audit trails that satisfy regulatory requirements for HIPAA, GDPR, and clinical trial compliance.
- Complete authentication history
- Access event logging
- Exportable audit logs
Be first in line for the trial
Our self-sign-up trial is launching soon. Join the waitlist and we'll let you know the moment it goes live. Want a personal walkthrough in the meantime? Book a demo with us.