Pictor On-Prem hardware

Virtual Staining.
Now Deployed On-Prem

Turn Any Slide Scanner into a Stainer

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Virtual staining replaces chemical staining with AI-generated digital pathology stains from standard brightfield images in seconds, preserving tissue while supporting pathologist interpretation. Pictor Virtual Stains bring this capability directly into pathology workflows, allowing institutions to run virtual staining either On-Prem or in the Cloud.

Designed for Data Control and Deployment Flexibility

Pathology departments operate within established data governance and IT review processes. In some institutions, cloud-based AI deployments can delay the implementation of technologies that support pathologists and clinical research workflows.

Pictor Virtual Stains can be deployed On-Prem, enabling virtual staining to run fully within your local environment, behind your firewall and aligned with your institutional IT policies.

A data-privacy-first deployment model designed for modern pathology labs.

Your Data. Your Control. Your Systems.

Your Data
YOur control
Your systems
Your data
your control
your systems

Why On-Prem?

Security & Data Governance

With On-Prem, all image processing and AI inference occur locally within your infrastructure. All information remains within your environment.

This architecture supports data privacy requirements, international data regulations, and internal IT security and vendor risk review processes, helping streamline technology approvals and security assessments.

For organizations prioritizing data sovereignty, On-Prem ensures complete local data retention and governance.

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Performance & Reliability

Enable full-spectrum testing from a single slide. Minimize tissue consumption and reduce Quality Not Sufficient (QNS) results with chemical-free virtual staining.

Because the system operates independently of external connectivity, labs maintain full operational capacity regardless of internet status. This architecture supports:

  • High-throughput pathology workflows
  • Institutions with limited bandwidth
  • Regions with unreliable internet access
  • Organizations operating under strict network security restrictions

Virtual staining becomes part of your routine workflow, consistently available and operationally resilient.

Virtual stains are generated in seconds directly within the lab environment, allowing pathologists to review multiple stains from the same slide without waiting for external processing.

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 Seamless Integration

On-Prem does not require new scanning hardware or major workflow restructuring.

Pictor Virtual Stains integrate with digital pathology scanners and existing image management systems, enabling adoption with minimal disruption to established workflows.

The plug-and-play approach enables institutions to incorporate AI-powered virtual staining into their current environment without rebuilding it.

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Pictor Labs – On-Prem Virtual Staining

Virtual Staining via
 On-Prem Deployment

Pathology Scanner Scans tissue slides Network Drive (Lab Storage) Monitors & copies Image Management System (IMS) Imports both original & virtual stains Your Current Setup Your Current Setup Returns Virtual Stained Images On-Prem Deployment - Detects new images - Applies rules - Performs staining

Pictor Virtual Stains are designed to augment pathologists, with outputs reviewed by human experts as part of the diagnostic workflow.

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Preserve Tissue While Expanding Insight

Virtual staining enables multiple stains to be generated from the same slide, reducing tissue consumption and helping preserve limited samples.

By producing additional stains computationally rather than chemically, Pictor Labs Virtual Stains support deeper analysis while maximizing the value of every tissue sample.

Bring Virtual Staining In-House

See how Pictor Labs enables near-instant virtual staining with secure On-Prem within your existing digital pathology environment.

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See On-Prem Virtual Staining Live at USCAP

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Experience our new On-Prem model

Join us at USCAP for an exclusive live demonstration of Pictor Virtual Stains. See how virtual staining can run On-Prem inside your lab environment, integrating seamlessly with your existing pathology systems and workflows.

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Book Your Live Demo at USCAP