Public value
AI investment begins with an outcome worth achieving.
Knowledge area
Who may decide what—and who remains answerable?
Align AI ambition with public value, organisational risk appetite and an operating model that gives leaders, clinicians, data owners and delivery teams explicit responsibilities.
Operating principles
AI investment begins with an outcome worth achieving.
Business and clinical accountability cannot be delegated to a vendor or model.
Approval, override, escalation and stop rights are explicit.
Existing accountable forums are used wherever they are fit for purpose.
Put it into practice
Define priority outcomes, prohibited uses and appetite for different categories of risk.
Clarify executive, clinical, privacy, security, data and technology responsibilities.
Set mandates, quorum, escalation routes and reporting cadence.
Resource product stewardship, assurance, monitoring and change—not only implementation.
Minimum evidence set
Move from knowledge to practice
Connect accountability, evidence and oversight to the way AI is actually delivered and used.
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