Context Principle

Healthcare leadership · Artificial intelligence

The Healthcare
Leader’s Guide to AI

A Practical Framework for Implementing AI Without Losing the Human Element

Kyle P. Atkins

Make better AI decisions.
Keep people at the center.

Publication updatesReader resources

Coming soon. Read a sample chapter below.

The Healthcare Leader’s Guide to AI by Kyle P. Atkins, navy cover with gold accents

Lead with understanding

AI is a leadership issue.

A practical guide for healthcare leaders making decisions about AI—and the people those decisions affect.

Ask better questions

Evaluate AI proposals and vendor claims without getting lost in the hype.

Match review to risk

Apply the right level of review for what could go wrong, how hard it would be to repair, and who could be affected.

Prepare your people

Build governance that keeps up with new tools and helps your team carry the change.

From the book to your team

Put the framework
to work.

Practical resources to help your team turn understanding into action.

Explore reader resources
Framework & decision worksheetsAppendix AAI vendor question bankAppendix CGovernance & implementation templatesAppendix D

A look inside

From the first question
to the next decision.

Fourteen chapters connect AI literacy, proportionate understanding, and the everyday work of leading.

Written for leaders across healthcare, from small practices to health systems. You don’t need a technical background. You do need to care about the work and the people it affects.

Read chapter one PDF · 10 pages

In the book

The leadership challenge
  1. The Wrong Question
  2. What Leaders Actually Need to Know About AI
  3. Hype, Fear, and the Discernment Gap
The framework
  1. The Context Principle and the Context Cycle
  2. The Four Lenses of Understanding
  3. How Much Understanding Is Enough?
  4. Understanding Debt
Putting it into practice
  1. Build Governance Before You Need It
  2. Evaluating AI Tools and the Vendors Behind Them
  3. Risk, Regulation, and the Audit-Ready Organization
  4. Ethics as Infrastructure
  5. Trust Is the Deployment Environment
  6. Innovation Without Recklessness
  7. The Enduring Leader

About the author

Kyle P. Atkins

Ed.S., NRP, PMP, CVAHP, eFACHDM

A perspective shaped by healthcare, education, and technology.

Kyle has worked as a paramedic, educator, curriculum leader, software builder, and AI strategist. He is the founder and CTO of Veritas Technology Solutions.

His work connects the decisions leaders make with the people who live with the results.

More about Kyle