Mini course · Foundation level
AI Essentials for Healthcare Professionals
A practical, vendor-neutral introduction to using generative AI safely at work: understand what AI is actually doing, where it genuinely helps and where it must not be trusted, how to protect patient data before you prompt, how to verify every output, and how to write better prompts — all built around one continuous team story.

What is AI Essentials for Healthcare Professionals?
Follow "The Busy Quality Improvement Team" and Dr. Sara Hassan as they start using an AI assistant to help with everyday tasks — drafting, summarizing, organizing and brainstorming. At each step you will decide what AI can help with, what must stay human, how to protect patient data, and how to check the output before anyone relies on it. This is a fictional educational scenario. Nothing here is clinical, legal or vendor advice — always follow your organization's approved tools and policies.
- Duration
- 1.8 hours
- Lessons
- 28
- Level
- Foundation
- Format
- Online, self-paced
What you'll be able to do
- Explain in plain language what generative AI is actually doing when it produces text.
- Recognize that an AI output is a prediction, not a verified fact.
- Decide where AI genuinely helps and where it should not be used.
- Keep AI as an assistant while humans stay accountable for decisions.
- Protect patient data by de-identifying information before prompting and using only approved tools.
- Verify AI output for fabrication, accuracy, context and bias before relying on it.
- Write clearer, safer prompts for healthcare tasks.
- Apply a simple, safe end-to-end AI workflow at work.
Who this course is for
Course content
28 lessons · 1.8 hours total · free preview available
1How Generative AI Actually Works
6 minFree preview· How AI Actually Works
How Generative AI Actually Works
Generative AI predicts likely text based on patterns in data — it does not "know" facts and does not check whether its output is true. Meet The Busy Quality Improvement Team and Dr. Sara Hassan, who are about to start using an AI assistant at work.
2What Is AI Actually Doing?
3 min· How AI Actually Works
What Is AI Actually Doing?
Available after you enroll.
3Match the AI Concept
4 min· How AI Actually Works
Match the AI Concept
Available after you enroll.
4Sounds Right. Is It Right?
4 min· How AI Actually Works
Sounds Right. Is It Right?
Available after you enroll.
5AI Strength or AI Risk?
5 min· How AI Actually Works
AI Strength or AI Risk?
Available after you enroll.
6Find the AI Illusion
5 min· How AI Actually Works
Find the AI Illusion
Available after you enroll.
7Where AI Helps — and Where It Doesn't
6 min· Where AI Helps, and Where It Doesn't
Where AI Helps — and Where It Doesn't
Available after you enroll.
8Match the Task to the AI Role
4 min· Where AI Helps, and Where It Doesn't
Match the Task to the AI Role
Available after you enroll.
9Should AI Be Used Here?
5 min· Where AI Helps, and Where It Doesn't
Should AI Be Used Here?
Available after you enroll.
10The AI Use Case Test
4 min· Where AI Helps, and Where It Doesn't
The AI Use Case Test
Available after you enroll.
11Build the Safe AI Boundary
5 min· Where AI Helps, and Where It Doesn't
Build the Safe AI Boundary
Available after you enroll.
12Protecting Patient Data
6 min· Protecting Patient Data
Protecting Patient Data
Available after you enroll.
13De-identify Before You Prompt
5 min· Protecting Patient Data
De-identify Before You Prompt
Available after you enroll.
14Sensitive or Safe?
5 min· Protecting Patient Data
Sensitive or Safe?
Available after you enroll.
15Can Sara Paste This?
4 min· Protecting Patient Data
Can Sara Paste This?
Available after you enroll.
16Approved Tool or Public Tool?
4 min· Protecting Patient Data
Approved Tool or Public Tool?
Available after you enroll.
17Privacy Before Prompt
4 min· Protecting Patient Data
Privacy Before Prompt
Available after you enroll.
18Checking the Output
6 min· Checking the Output
Checking the Output
Available after you enroll.
19Spot the Fabrication
5 min· Checking the Output
Spot the Fabrication
Available after you enroll.
20What Should You Verify?
4 min· Checking the Output
What Should You Verify?
Available after you enroll.
21The Confident Wrong Answer
4 min· Checking the Output
The Confident Wrong Answer
Available after you enroll.
22Who Might This Output Miss?
5 min· Checking the Output
Who Might This Output Miss?
Available after you enroll.
23The 6-Point AI Verification Check
4 min· Checking the Output
The 6-Point AI Verification Check
Available after you enroll.
24Your AI Toolkit
6 min· Your AI Toolkit
Your AI Toolkit
Available after you enroll.
25Build a Better Healthcare Prompt
5 min· Your AI Toolkit
Build a Better Healthcare Prompt
Available after you enroll.
26Run the Safe AI Workflow
9 min· Your AI Toolkit
Run the Safe AI Workflow
Available after you enroll.
27AI Essentials — Final Assessment
12 min· Your AI Toolkit
AI Essentials — Final Assessment
Available after you enroll.
28AI Essentials Complete
2 min· Your AI Toolkit
AI Essentials Complete
Available after you enroll.
Earn a credential employers can check
This certificate confirms completion of the AIHCM micro-course AI Essentials for Healthcare Professionals.
Issued: on completion
How it works
- Finish all 28 lessons at your own pace.
- Get your digital credential with a unique ID.
- Share it — employers can verify it at aihcm.us.
Questions people ask
Does this course recommend a specific AI tool?
No — it is vendor-neutral. It teaches principles and always defers to the tools and policies your organization has approved.
Will AI make clinical decisions for me?
No. Throughout the course, AI is an assistant that helps with drafting, summarizing and organizing. Humans verify every output and remain accountable for all decisions.
Is it safe to paste patient information into an AI tool?
Not into public tools, and never identifiable information. The course teaches de-identification and using only approved tools within policy.
