POWERED BY THE TRUTH LOOP

THE SAINT ECOSYSTEM

Modular Intellegence for the modern laboratory

The SAINT Ecosystem is a modular AI platform built for laboratory and research environments. It integrates with digital imaging systems and laboratory information workflows, processes data through specialized analysis modules, and presents results through structured interfaces designed for review.


Vendor-agnostic and configurable, SAINT is designed to operate within existing infrastructure and support analytical workflows across laboratory and research settings.


DUAL ENGINE SHOWCASE

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The Pathology Suite

Automated Workflow Support & Case Prioritization 


  •  Internal testing demonstrated workflow time reduction in controlled settings. 


  • Designed to highlight cases requiring additional review


  • Smart-Snip ROI: Pathologist-defined analysis. Draw a box around any region of interest to instantly run AI quantification on that specific area. 

The Discovery Suite
Biomarker Analysis & Cohort Exploration
  
  • Quantitative Histology: No black boxes. Measure TILs and Budding precisely.

 

  • Support exploratory identification of immune-pattern subgroups for further study. 


  • Longitudinal Validation: Trained on 5-year outcomes, not just morphology 
Hand in blue glove holding glass histology slides

THE DEPLOYMENT SPECS

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Vendor-Agnostic Middleware 
  
Designed to integrate with common WSI scanners and LIS environments using a middleware layer, without requiring full system replacement.

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High-Performance Rendering
  
Optimized architecture supports low-latency visual overlays within standard digital pathology viewing environments.

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Security & Data Controls
  
Built with security and privacy controls designed for healthcare environments, including configurable data handling policies.

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Shadow Mode Monitoring
Parallel Model Evaluation

When configured, the system can operate in parallel evaluation mode, comparing model outputs with pathologist review and associated data inputs for internal performance analysis.

THE DEPLOYMENT MATRIX

For Clinical Laboratories
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Deploy the Pathology Suite
  • Pilot Program: 30-day evaluation period using your existing digital pathology workflow.


  • Supports integration with common interoperability standards (e.g., HL7, FHIR), depending on deployment configuration.


  • Supports integration with common interoperability standards (e.g., HL7, FHIR), depending on deployment configuration.
For Pharmaceutical Partners 
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Access the Discovery Suite
  • Retrospective analysis using available longitudinal datasets.


  • Support exploratory cohort identification based on configured biomarker criteria.


  • Support development of proprietary research assays and analytical tools.

PRODUCT & TECHNICAL FAQ.

Clinical & Regulatory
What is the regulatory status of SAINT? 
SAINT is currently offered for research use. Deployment in clinical laboratory environments requires independent validation by the deploying institution in accordance with applicable regulatory requirements.
 
Can this be used for primary diagnosis?
SAINT is not intended to replace pathologist interpretation. It is designed to provide analytical and workflow support. Final diagnostic decisions remain with the qualified medical professional.
Technical & Workflow
How does LIS integration work? 
SAINT is designed to integrate with digital pathology and LIS environments using standard interoperability protocols such as HL7 and DICOM, depending on deployment configuration.
 
What is the processing speed?  
Processing performance depends on hardware and deployment configuration. The system is designed to support low-latency visual overlays within standard digital pathology environments.
Santovia White

The Longitudinal Data Platform.

  
Connecting clinical pathology data and research workflows to support oncology discovery and translational research.

Email: info@santoviapath.ai
Location: Boston, MA 

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