Healthcare AI Learning

Capstone · Board Pack

Healthcare AI Transformation Strategy

One document you return to after every module. Sections unlock as you gain the knowledge to answer them honestly. Everything you type is saved in this browser; the Board Pack preview assembles what you have written into a document you can print or save as PDF.

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Healthcare problem

Which concrete clinical or operational problem are you addressing? Who is harmed today, and how do you know?

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Organisation & context

Describe the organisation: type of care, scale, digital maturity, decision-makers, constraints.

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AI opportunity map

Where across the care pathway could AI plausibly add value?

Module 2

Unlocks once you complete Module 2Healthcare Data.

Prioritised use cases

Which two or three use cases come first, and on what criteria?

Module 3

Unlocks once you complete Module 3Clinical AI: From Prediction to Clinical Utility.

Data requirements

What data, at what quality, with which labels and which access route?

Module 2

Unlocks once you complete Module 2Healthcare Data.

RAG / agent architecture & autonomy

For your prioritised use case: what are the knowledge sources and who owns them, which tools or actions are allowed, what state is kept, which autonomy level applies, where the human gates sit, and how every answer and action is traced?

Module 5

Unlocks once you complete Module 5RAG & AI Agents.

Evidence & validation

What evidence would convince a sceptical clinical council?

Module 6

Unlocks once you complete Module 6Evaluating Healthcare AI.

Regulation & governance

Your working regulatory classification, legal basis, governance bodies and sign-off path. This is a course exercise, not a legal or regulatory determination — confirm with your regulatory and legal advisers before acting on it.

Module 9

Unlocks once you complete Module 9Regulation & Governance.

Safety & risk

Failure modes, mitigations, monitoring and stopping criteria. This is a training draft, not a completed clinical safety case — it needs review under your organisation's clinical safety process.

Module 7

Unlocks once you complete Module 7Safety, Human Factors & Responsible AI.

Workflow redesign

What changes in the actual work of clinicians and staff?

Module 10

Unlocks once you complete Module 10Implementing & Scaling AI in Healthcare.

Implementation roadmap

Sequenced plan from pilot to routine care, with decision gates.

Module 10

Unlocks once you complete Module 10Implementing & Scaling AI in Healthcare.

AI portfolio choice

Set out the shape of the portfolio and the reasoning behind it: which candidates are near-term value, which are strategic bets, which are enabling capabilities, which are high value but not ready (with the specific readiness gap and its owner), and which you are declining. Then state the sequence the dependencies force, and what you would stop.

Module 8

Unlocks once you complete Module 8AI Strategy, Portfolio & Economics.

Business case

Argue one investment properly: the value hypothesis, the current-practice baseline, the expected value and the KPI that would show it, total cost of ownership across implementation and run, which benefits are cashable and which are not, who pays and who benefits, scenarios rather than a single return figure, what happens to any released capacity and who owns that decision, and the investment recommendation with the decision gate you are asking for.

Module 8

Unlocks once you complete Module 8AI Strategy, Portfolio & Economics.

KPIs

Clinical, operational, experience and safety indicators you will report.

Module 10

Unlocks once you complete Module 10Implementing & Scaling AI in Healthcare.

Scaling plan

From one department to the organisation — and to partners.

Module 10

Unlocks once you complete Module 10Implementing & Scaling AI in Healthcare.

Board recommendation

One page: the ask, the rationale, the risks, the decision required.

Module 10

Unlocks once you complete Module 10Implementing & Scaling AI in Healthcare.