Get confident with AI—right when you need it. Download the free AI Readiness Checklist now!

In many organizations, AI does not enter through formal strategy or executive planning.
It emerges gradually through everyday activities such as drafting, summarization, analysis, and decision support.
In healthcare, academic, and professional environments, this creates real responsibility.
Not because of poor intent, but because accountability, governance, and ethical boundaries are often not clearly defined.
This checklist exists to help leaders pause, assess their current reality, and gain clarity before uncertainty becomes exposure.
This checklist is a governance-first diagnostic tool designed to help organizations determine whether they are ready to use AI responsibly, before focusing on tools, vendors, or technical implementation.
Its purpose is to surface decision clarity, ethical awareness, and oversight capacity, not to score or certify AI maturity. The goal is to identify gaps and risks early, when they are easiest to address.


The checklist walks organizations through three critical dimensions of responsible AI use:
✅ Purpose, Value & Accountability
Ensures the organization understands why AI is being used, what value it is expected to deliver, and who has the authority to approve, pause, or stop its use.
✅ Risk, Ethics & Safeguards
Helps identify potential ethical, clinical, operational, and reputational risks, especially around bias, sensitive data, and human oversight before AI is relied upon.
✅ Oversight, Monitoring & Learning
Focuses on what happens after AI is adopted: monitoring real-world use, responding to issues, reassessing value, and adapting safeguards over time.
"Dr. Ernest Wayde is extremely knowledgeable about the intersection of business people development, and technology. Highly recommend seeking him out as a consultant and trainer in this space, including topics, such as the ethical uses and organizational policy development for AI use!.”
-Mira Brancu, PHD, PCC Principal Leadership Consultant + Founder| Author| Speaker
This checklist is intended for leaders and team members who:
✅ Carry responsibility for decisions related to AI use
✅ Work in healthcare, behavioral health, academia, and mission-driven organizations
✅ Are navigating ethical, governance, or accountability considerations
✅ Feel pressure to act on AI and want a clear, grounded starting point

“We did not realize how much AI was already in use until we were asked who was accountable.”
If AI is already part of your organization, this checklist provides a grounded way to assess readiness before decisions, expectations, or risk escalate.

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intelligence work better together.
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