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Success story · Healthcare AI · Singapore

Cloud infrastructure for AI-powered medical diagnostics

A secure, scalable AWS cloud platform for a Singapore AI-pathology company — large-scale medical-data processing, SageMaker-based model workflows, and healthcare-grade security and compliance.

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Healthcare-grade AWS infrastructure supporting large-scale medical-AI workloads.

Qritive is a Singapore-based AI-powered healthcare company improving medical diagnostics through digital pathology.

The challenge

Qritive’s diagnostics workloads needed a cloud system that could process large volumes of medical data securely and efficiently — scaling with demand while staying compliant with healthcare regulations.

What we did

  • Scalable AWS compute and storage architecture (EC2, ECR, EBS, S3 Glacier) with batch processing for large-scale data workloads
  • Machine-learning workflows on SageMaker for developing, training, and deploying diagnostic models
  • Security and compliance controls, including full API activity logging and monitoring
  • Flexible deployment via Elastic Beanstalk and shared file storage across compute instances

The outcome

The infrastructure supported Qritive’s growth into a recognised player in AI-driven diagnostics, able to expand services and integrate new capabilities without re-platforming.

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