Democratizing Histopathology through Local AI and Affordable Hardware.
The Problem: Delayed Diagnoses Cost Lives
The Bottleneck: There is a severe global shortage of pathologists. In many regions, the ratio is 1 pathologist for every 1 million patients.
The Delay: Biopsies often take weeks to be reviewed, delaying critical treatments like chemotherapy.
The Cost Barrier: Traditional whole-slide scanners cost upwards of $100,000, making digital pathology inaccessible to small clinics and developing nations.
The Solution: A Distributed, AI-First Ecosystem
Affordable Capture: Bring your own hardware. We integrate with off-the-shelf microscopes and standard cameras/smartphones.
Local AI Inference: No cloud dependency for sensitive data. Our local Rust Agent orchestrates a custom MedGemma model directly on your local workstation GPUs (e.g., L4).
Instant Triage: AI provides immediate preliminary findings, highlighting specific locations on the slide to prioritize pathologist review.
How It Works (The Product Demo)
Capture: The technician captures images using our real-time interactive overlay.
Stitch: The web app automatically stitches a macro-preview of the whole slide.
Analyze (Batch): The custom MedGemma agent asynchronously analyzes multiple locations, detecting mitotic counts and tissue types in seconds.
Collaborate: Pathologists can remotely view the live feed and guide the technician in real-time using interactive pointers.
The Market: Digital Pathology is Exploding
The global digital pathology market is projected to reach $1.5+ Billion by 2028.
Our Niche: Targeting the long tail of mid-tier labs, remote clinics, and educational institutions that have been priced out of enterprise solutions.
Business Model: Tiered SaaS + Support
Explorer (Starter): Connect your camera, stitch slides, and manual case management.
Pro (Subscription): Access to local AI analysis, batch processing, and secure collaborative sessions.
Enterprise: Managed cloud infrastructure (GCP), SLA, and compliance assistance.
The Team & Vision: Built for the Future of Medicine
Our vision is to eliminate geographical boundaries in diagnostic medicine.
Operation Second Sight: Our clinical readiness track to achieve regulatory compliance and deploy in real-world triage scenarios.