AI-Powered Diagnostics Platform Across 120 Hospitals
Siloed Data, Delayed Diagnoses, Compliance Risk
Radiologists across 120 hospitals were working from disconnected PACS systems, emailing DICOM files between sites, and waiting up to 72 hours for specialist second opinions. Patient data was stored in 14 different formats across on-premises servers with no unified access layer — creating both clinical risk and HIPAA/DISHA compliance exposure.
Unified DICOM Lake with AI Triage on AWS
SkySync built a centralised DICOM data lake on AWS S3 with a HIPAA-compliant access layer, then layered a custom AI triage model that flags critical findings within 90 seconds of scan upload. Radiologists across all 120 hospitals now work from a single web-based viewer with real-time collaboration tools.
DICOM Ingestion Pipeline
Built AWS DataSync pipelines to ingest from 14 legacy PACS systems into a centralised S3-based DICOM lake with full audit trails.
HIPAA-Compliant Access Layer
Implemented AWS PrivateLink, KMS encryption, and fine-grained IAM policies to meet HIPAA and DISHA requirements across all data flows.
AI Triage Model Training
Trained a custom CNN on 2.4 million anonymised scans to detect 18 critical finding categories with 94.2% sensitivity, validated by a panel of 12 senior radiologists.
Unified Viewer & Collaboration
Deployed a zero-install web-based DICOM viewer with real-time annotation, specialist routing, and mobile-optimised reading for on-call radiologists.
HIPAA-Compliant AI on AWS
AWS DataSync + Transfer Family
Automated DICOM ingestion from 14 legacy PACS systems
Amazon S3 + Glacier
Centralised DICOM lake with lifecycle policies and 7-year retention
Amazon SageMaker
Custom CNN training, hosting, and real-time inference for triage
AWS ECS Fargate
Serverless containers for the DICOM viewer and API layer
AWS KMS + PrivateLink + Macie
End-to-end encryption, private networking, and PHI detection
Amazon CloudWatch + X-Ray
Distributed tracing and alerting across all 120 hospital endpoints
Clinical and Operational Impact
"The AI triage layer has fundamentally changed how our radiologists prioritise their queues. Critical findings that used to wait hours are now flagged in 90 seconds. SkySync delivered something we thought was 3 years away."
Ready to achieve similar results?
Talk to our architects about your cloud and AI challenges. We'll scope a proof-of-value in two weeks.