Healthcare February 1, 2024
Medivision | AI Diagnostics Platform
An AI platform that triages medical imaging with 94% accuracy, cutting radiologist review time by 60%.
94%
Diagnostic accuracy
60%
Review time cut
1.8s
Inference speed
27
Hospitals live
The problem
Challenge
The research model took 90 seconds per image, had no audit trail, and could not meet the health system’s compliance bar.
Our approach
Solution
We optimized the model to 1.8s per image, built a HIPAA-aligned pipeline with encrypted storage and full audit logging, and designed a radiologist-first review UI with explainability overlays.
Before & after
The transformation
Before
90s inference, no audit trail, no explainability.
After
1.8s inference, full audit trail, explainable outputs.
Timeline
How it shipped
ML evaluation
Benchmarked model accuracy and latency targets (3 weeks).
Platform build
Secure pipelines, review UI and audit logs (10 weeks).
Pilot
Clinical pilot across 6 hospitals (8 weeks).
Scale
Rolled out to 27 hospitals with 94% accuracy.
Gallery
Inside the product
Stack
Technologies used
Python
FastAPI
PyTorch
PostgreSQL
GCP
MLflow
HIPAA-aligned
Book your free discovery call
Have a project in mind? Let's make it happen.
Tell us where you want to be in 12 months. We'll tell you exactly how we'll get you there, scope, timeline, budget, risks. Zero pressure, real answers.
Replies within 1 business day 30-minute discovery call, no obligation