Skip to content

AI Infrastructure for Modern Healthcare

Power secure, compliant, and efficient AI workflows across diagnostics, operations, and patient engagement while maintaining full control over your data and models.

 

an-image-that-visuzlizes-healthcare-and-technology (1)
Customer Logo-4
Customer Logo-1
Customer Logo-3
Customer Logo-5
Customer Logo-2
Customer Logo

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, SOC 2 Type II‑audited 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.

EXAMPLE USE CASES

Drive healthcare transformation with custom AI solutions

a-stethoscope

AI-assisted diagnostics

Deploy models that analyze medical images, lab results, or clinical notes to flag high-risk conditions early.

data-being-sucked-out-of-a-piece-of-paper

Clinical documentation automation

Use AI to summarize patient visits, transcribe physician notes, and auto-fill EHR fields, saving hours of admin work.

a-friendly-smiling-robot

Patient intake and triage

Deploy chat- or voice-based agents to collect symptoms, validate insurance, and route patients to the right care pathways.

chat-bubble

Virtual health assistants

Build secure LLM-powered agents that handle appointment scheduling, medication reminders, and post-discharge follow-ups.

crystal-ball

Predictive population health

Analyze patient data at scale to identify chronic disease risks, forecast readmissions, or optimize care management programs.

beaker

Medical research and model development

Use Cake’s infrastructure to fine-tune foundation models on clinical datasets and rapidly test new AI-driven therapies.

building-ai-technology-for-healthcare--include-ima

Security & Compliance

Secure AI, verified: Cake earns SOC 2 Type II & HIPAA certifications

Cake’s AI infrastructure platform has officially achieved SOC 2 Type II and HIPAA/HITECH compliance. It's part of our commitment to security, privacy, and regulatory readiness in healthcare environments.

Read More
ai-technology-for-healthcare--doctors--hospitals--

blog

14 ways AI is transforming healthcare

Explore the top use cases for AI in healthcare, from improving diagnostics to enhancing patient care, and see how AI is transforming the medical field.

Read More
testimonial-bg
“

"Our partnership with Cake has been a clear strategic choice – we're achieving the impact of two to three technical hires with the equivalent investment of half an FTE."

Customer Logo-4

Scott Stafford
Chief Enterprise Architect at Ping

Read The Case Study
testimonial-bg
“

"With Cake we are conservatively saving at least half a million dollars purely on headcount."

CEO
InsureTech Company

Read the case study
testimonial-bg
“

"Cake powers our complex, highly scaled AI infrastructure. Their platform accelerates our model development and deployment both on-prem and in the cloud"

Customer Logo-1

Felix Baldauf-Lenschen
CEO and Founder

Frequently asked questions

Does Cake support HIPAA compliance?

Yes! Cake is designed with HIPAA, HITECH, and other healthcare-specific standards in mind, including secure deployment and auditability.

What does SOC 2 Type II certification add beyond HIPAA?

Can we use Cake with existing systems like Epic or Cerner?

What types of healthcare organizations use Cake?

Can we run Cake in a private cloud or on-prem?

What if we want to use proprietary or open-source models?

Learn more about healthcare powered by Cake

AI-powered healthcare solutions face challenges.

AI-Powered Healthcare Solutions: Common Challenges

Bringing AI into healthcare holds incredible promise, with the potential to streamline diagnostics and personalize patient care. It’s easy to get...

Open-source tools building healthcare AI solutions.

Top 5 Open-Source Components for Healthcare AI

The spirit of open-source software is built on collaboration and shared progress, which aligns perfectly with the mission of advancing healthcare....

AI-powered healthcare solution development.

How to Build a Custom AI Solution for Healthcare

You see the potential for AI in your organization, but the path from a great idea to a working tool can feel overwhelming. Building a custom AI...