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Healthcare AI Implementation Standards (HAIIS)

A comprehensive, vendor-neutral AI implementation framework for the Healthcare and Life Sciences industry, enabling secure, compliant, and scalable adoption of advanced AI technologies across major cloud platforms such as Azure and AWS.

Overview

The Healthcare AI Implementation Standards (HAIIS) enables healthcare organizations to securely adopt and scale advanced AI technologies—including generative AI and machine learning—regardless of their underlying cloud infrastructure choices. This framework is informed by real-world experience with healthcare clients and is publicly available online at no cost.

Framework Components

Compliance-by-Design Architecture Patterns

Reusable technical blueprints that embed regulatory requirements (HIPAA, GxP) directly into AI implementation patterns.

Security Control Mapping System

Comprehensive mapping between AI components and security requirements across different cloud providers, enabling organizations to implement consistent security controls regardless of cloud platform.

Data Governance Protocols

Standardized approaches for managing sensitive data across AI training, inference, and monitoring processes. These protocols maintain compliance while enabling innovation in healthcare AI systems.

AI Risk Assessment Methodology

Structured approach to evaluate and mitigate risks specific to AI deployments in regulated environments, incorporating both technical and governance considerations.

Implementation Playbooks

Step-by-step guides tailored to specific industry use cases that provide concrete implementation paths for healthcare organizations.

Project Structure

This repository contains:

  • site/ - Web application showcasing the framework
  • LICENSE - Project license information

Website

The framework is presented through a Next.js web application located in the site/haiis/ directory. The website includes:

  • Framework overview and components
  • Documentation
  • Collaboration information
  • Privacy policy

License

This framework is made publicly available at no cost to support healthcare AI adoption. See the LICENSE file for details.

Contributing

This framework is based on real-world healthcare AI implementation experience. For collaboration opportunities, please refer to the collaboration section on the website.

Contact

For more information about the framework or implementation support, please visit the framework website or check the documentation section.

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Healthcare AI Implementation Framework (HAIF)

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