Ishika Platform

Digital Pathology, Democratized by AI.

Experience the future of histopathology. Ishika combines affordable hardware integration with powerful, locally-hosted LLM agents to deliver instant preliminary diagnostics — built for the Indian healthcare market.

The Product Pipeline

Five integrated products forming a complete diagnostic ecosystem — from physical slide to AI-powered report.

1
Diagnostics on Wheels In Development

Mobile pathology lab designed for Tier 2 and Tier 3 Indian cities — bringing advanced diagnostics to underserved communities without requiring permanent infrastructure.

2
Tele-Pathology In Development

Camera-based remote slide viewing via WebRTC and WebHID. Invite remote experts to a live, synced session with real-time interactive pointers and viewport synchronization.

3
Data Management Software (DMS) In Development

Full Laboratory Information Management System (LIMS) purpose-built for histopathology workflows — case tracking, slide indexing, and audit-ready record keeping.

4
Automated Report Generation In Development

Organ-specific, CAP-protocol compliant report templates. Automatically populated from AI analysis to produce structured diagnostic reports in seconds.

5
AI-Assisted Visual Diagnosis In Development

Pattern recognition and mitotic figure counting powered by MedGemma — a fine-tuned medical vision LLM running locally so patient data never leaves the clinic.

Powered By

Enterprise-grade infrastructure engineered for medical reliability and data privacy.

Rust AI Agent

High-performance orchestrator deployed on Cloud Run for sub-second inference routing.

MedGemma

Medical vision LLM served via vLLM on 4× NVIDIA L4 GPUs for real-time tissue analysis.

Supabase

PostgreSQL + Auth + Realtime for secure case collaboration and presence sync.

OpenSeadragon

Browser-based whole-slide image viewer with deep zoom for gigapixel pathology slides.