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Protecting Populations. Equipping Health Leaders. Evaluating AI Systems with Purpose.

AI Ethics & Strategy

Artificial Intelligence is already transforming healthcare. Without intentional design and oversight, it could exacerbate the very inequities our health systems aim to fix. At Smith Hill Global Consulting, we support health systems, public health agencies, and professional associations in ethically integrating AI to protect populations, reduce systemic bias, and align digital transformation with equity and public accountability.

Urgent Challenges We Help You Solve
Most health systems are implementing AI tools faster than they can evaluate them for bias.

AI Bias in Diagnostic Tools

Concerned about whether your AI diagnostic tools are perpetuating healthcare disparities?

We provide comprehensive bias detection frameworks and vendor evaluation protocols.

Board-Level AI Governance

Board asking tough questions about AI governance and liability?

We develop executive-ready policies and risk management frameworks that satisfy both leadership and regulatory requirements.

Vendor Evaluation Frameworks

Implementing new AI vendors without proper evaluation criteria?

Our assessment tools help you ask the right questions and identify red flags before they become problems.

 

What We Offer

Our approach combines strategic advising, ethics-based curriculum design, and policy-informed implementation support:

AI Vendor Evaluation Checklist Comprehensive evaluation frameworks with specific questions like "What was the demographic makeup of the training data?" and "Has this algorithm been tested on patients from our demographic catchment area?"

Ethical Digital Consent Guidance Patient-centered consent models that go beyond legal compliance to ensure true informed consent for AI-powered healthcare delivery.

Systems Integration Consultation Expert guidance on integrating AI tools with Epic, Cerner, and other EHR systems, informed by hands-on implementation experience across multiple hospital networks.

Internal Governance Framework Template Ready-to-implement governance structures that align with your organizational culture and regulatory requirements, designed from real-world hospital administration experience.

Continuing Education Ready Training Modules Training programs tailored to meet continuing education requirements while building practical AI evaluation skills for healthcare professionals.

Public Health AI Implementation Plans Population-focused strategies that prioritize health equity and community benefit in AI deployment across public health agencies and safety-net providers.

Our 4-Phase Engagement Model

Surrealistic Planet

01

Discovery & Needs Assessment

Reviewing Reports at Desk

02

Custom Design of Tools & Training

Supportive Friend

03

Implementation Support & Coaching

Performance Meeting

04

Evaluation & Follow-up

Frequently Asked Questions

How do I know if our AI tools are perpetuating bias?

We provide vendor evaluation rubrics and internal audit tools specifically designed to identify bias patterns in healthcare AI systems, drawing from real-world implementation experience across diverse populations.

Don't Let AI Bias Put Your Organization at Risk
Schedule your AI risk assessment today

Let’s Build Something That Works You’re not here by accident. Something in your systems isn’t working. We help fix that.

Schedule a consultation with us to audit your AI implementation, evaluate vendor risk, or create a governance roadmap.


Our work doesn’t just look good on paper. It creates real operational leverage. That means:


  • Less time wasted on manual processes

  • Fewer errors costing your team money

  • More visibility into what’s working (and what’s not)

  • And ultimately? Stronger outcomes for less overhead


We help you save money by making your systems smarter—without bloated tools, redundant consultants, or complexity you don’t need.

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