AI Infrastructure for Modern Healthcare

Overview

The promise of AI in healthcare is massive: faster diagnoses, more personalized care, streamlined operations, and reduced clinician burnout. But turning that promise into production reality is anything but simple. Healthcare organizations face a complex mix of siloed data, legacy systems, and strict compliance requirements like HIPAA, HITECH, and SOC 2. Many AI projects stall in the prototype phase—not because the models don’t work, but because the infrastructure can’t support them safely or scalably.

That’s where Cake comes in.

Cake is a modular AI infrastructure platform built for speed, security, and interoperability. Whether you’re developing custom LLMs for clinical documentation, deploying imaging models at the edge, or spinning up AI agents to support patient interactions, Cake gives you the tools to build and scale with confidence.

You stay in control of your data. You choose the models and frameworks. And you deploy in your own cloud environment on your own terms.

Healthcare doesn’t need another black-box AI solution. It needs infrastructure you can trust. Cake delivers that foundation.

Key benefits

✓ Accelerated delivery of AI-powered healthcare tools: Move from concept to production 70% faster using modular infrastructure designed for AI innovation.

✓ HIPAA-ready architecture, out of the box: Bake security and compliance into every layer of your AI pipeline from data handling to model deployment.

✓  Total control over patient data and models: Keep sensitive workloads in your own cloud or VPC while integrating with your EHR, PACS, or internal APIs.

✓ Interoperable with existing healthcare systems: Connect to legacy infrastructure and emerging standards like FHIR without needing to rebuild.

✓  Support for open source and proprietary models: Deploy anything from fine-tuned foundation models to clinical imaging models—and do it all on your terms.