Pictor Labs Unveils On-Prem Deployment for AI-Based Virtual Stains at USCAP 2026

In an exciting development for digital pathology, Pictor Labs has officially introduced its On-Prem deployment system for virtual stains at the USCAP 2026 conference held in Los Angeles. This groundbreaking solution allows pathology labs to utilize AI-driven virtual staining technology securely within their own facilities, eliminating the need to send sensitive data to external cloud services.

Virtual Staining Made Local

The On-Prem deployment transforms any slide scanner into a virtual staining tool, enabling laboratories to generate high-quality stains on-site. Solutions like ClearStain™, ReStain, and DeepStain™ are included, allowing labs to produce various high-fidelity stains swiftly. This advancement is a significant step towards enhancing the efficiency of pathology workflows while preserving tissue integrity.

Yair Rivenson, CEO of Pictor Labs, highlighted that this new system marks a milestone in accessibility for labs, regardless of their existing infrastructure challenges. It changes how digital pathology workflows operate, ensuring that data stays within the controlled environment of the lab, thereby adhering to stringent compliance and data privacy requirements.

Designed for Security and Speed

As regulatory pressures increase concerning data privacy and security, Pictor Labs’ On-Prem system adheres to best practices for local data processing. By keeping tissue images within the lab, the complexities of IT and security reviews are significantly reduced compared to traditional cloud-based systems. Megan Rothney, PhD and VP of Product at Pictor Labs, stated that labs can now run AI models locally with high efficiency, ensuring not only speed but also the security of data handling.

The On-Prem system is designed specifically for pathology applications, featuring performance-evaluated AI models optimized for quick inference without any reliance on continuous internet connectivity. This ensures that even labs operating under limited bandwidth or strict network policies can perform virtual staining operations seamlessly.

Seamless Workflow Integration

Integrating this On-Prem solution into existing laboratory workflows is a breeze. It connects directly to current scanners and image management systems, which means labs can enhance their capabilities without major disruptions or the need for extensive IT build-outs. Institutions now have the flexibility to choose between On-Prem, cloud, or hybrid systems based on their operational needs.

Pictor Labs is setting the precedent for production-ready AI hardware in pathology, evidenced by their commitment to creating systems specifically for the sector. With this launch, Pictor Labs continues to pave the way for AI-driven solutions that aim to transform research and digital pathology approaches on a global scale.

Looking Forward

As the first company to offer a production-grade AI virtual staining model for pathology, Pictor Labs is poised for further growth in the field of digital pathology. Their solutions cater to both research and clinical environments. The On-Prem deployment is currently for research use only and is not intended for diagnostic procedures. For further information, interested parties can explore more at the Pictor Labs website.

For those attending USCAP 2026, visiting booth #749 offers the chance to see live demonstrations of Pictor Labs' innovative technology, showcasing how AI can revolutionize the pathology landscape and transform laboratory workflows for the better.