Resources

Keep going between modules.

Open frameworks, podcast episodes, guides and tools that connect Academy learning with the reference library on HealthIT.com.

HealthIT.com is run by HealthIT, the company that operates Oncology AI Academy. Its resources are free and open.

The Healthcare AI Labor Stack: seven layers from perception to coordination.

Featured framework · Free reference

The Healthcare AI Labor Stack

A thought framework for clinicians, care teams, leaders, researchers and builders. Locate the work AI may support, examine the handoffs and consider where human supervision belongs. Download the graphic, share it with your team and connect the framework to Academy lessons.

Same purpose. Greater possibilities.

Explore and download the framework
The Clinical AI Autonomy Ladder: six levels from Observe to Bounded autonomy.

AI as Clinical Labor · Part 2 · Free reference

The Clinical AI Autonomy Ladder

How much work can AI do on its own? Define the task, human duties and safeguards across six levels of delegation. Higher autonomy is not the goal.

Explore and download the ladder

Explore openly. Learn with structure.

For your development and your team's readiness.

HealthIT.com offers a free, open resource library. Oncology AI Academy builds on that exploration with structured study, practice and assessment, using the complexity of cancer care as a learning model.

Individual professional development

Build and check your understanding.

Explore a question through HealthIT's free references, then work through the Academy course and practice exercises. Complete every module and pass the final assessment to earn a verifiable Certificate of Completion.

Explore the Academy course

Organizational workforce readiness

Give your team a shared starting point.

Use the free frameworks to discuss AI proposals, examine workflows and identify learning needs across roles. Staff can take the existing Academy course individually and bring what they learn back to team discussions and workflow evaluations.

Explore HealthIT's open resources

Individual course enrollment. The Certificate of Completion records course completion; it does not certify an organization or establish professional competence. Educational only; not CME or accreditation.

HealthIT.com is run by HealthIT, the company that operates Oncology AI Academy. Its resources are free and open.

Listen: The HealthIT.com Podcast

All episodes
Podcast · HealthIT.comHealthcare AI: Where We Stand — September 2026 Adoption, financing and the evidence needed to judge practical value. Podcast · HealthIT.comWhat Your AI Does Not Tell You How a clinical summary can sound accurate and still leave out something important.

By module

Guide · Academy referenceThe Healthcare AI Labor Stack A seven-layer thought framework for locating AI work, examining handoffs and designing human supervision. Guide · HealthIT.comEvaluate healthcare AI before you buy Turn a promising demo into a question you can actually test.
Guide · HealthIT.comRead the claim, then examine the evidence Source checks, independence, study quality and what an unknown actually means. Guide · HealthIT.comEvaluate the authorized function, not the AI label Imaging AI authorization, validation and workflow fit.
Guide · HealthIT.comBring security and integration into the first conversation The data path, EHR connection, operating burden and exit plan.
Guide · Academy referenceThe Healthcare AI Labor Stack A seven-layer thought framework for locating AI work, examining handoffs and designing human supervision. Guide · HealthIT.comWhat to ask before an ambient AI pilot Correction burden, consent, integration and actual time saved. Guide · HealthIT.comPrior authorization: separate the rule from the sales pitch CMS primary guidance on payer connectivity and workflow automation.
Guide · HealthIT.comEvaluate healthcare AI before you buy Turn a promising demo into a question you can actually test. Tool · HealthIT.comExplore tracked healthcare AI products Every tracked product, with why it is or is not currently rankable.
Guide · Academy referenceThe Healthcare AI Labor Stack A seven-layer thought framework for locating AI work, examining handoffs and designing human supervision. Tool · HealthIT.comHealthcare AI evaluation worksheet Twelve prompts to define a use case, examine evidence and document a decision.
Tool · HealthIT.comHealthcare AI evaluation worksheet Twelve prompts to define a use case, examine evidence and document a decision.
Browse every HealthIT.com guide