Prioritize treatment: Which MANAGE action is most direct? | AIGP
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Prioritize treatment: Which MANAGE action is most direct?

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Hard

MANAGE converts identified risks into prioritized treatments, resources, deployment decisions, and documented residual-risk acceptance.

The question

A hospital administration team uses an AI tool to route appointment inquiries, without clinical advice. Testing identifies one frequent, modest operational risk and one rare risk that could substantially disrupt access for a vulnerable patient group. Governance, context mapping, and measurement are complete. Which MANAGE action is most direct?

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  1. Publish the measured risks without prioritizing treatment.
    MANAGE requires prioritization and treatment decisions, not merely disclosure of identified risks without allocating responses.
  2. Prioritize treatment, allocate resources, and document residual risks. ✓
    MANAGE prioritizes identified risks, allocates resources, documents responses and residual risks, and informs deployment decisions.
  3. Repeat governance training before considering any risk response.
    Training may support governance, but the immediate evidence supports prioritizing and treating identified risks under MANAGE.
  4. Reclassify the tool as clinical because access impacts exist.
    Operational effects on access do not by themselves make the administrative tool clinical or answer the treatment-prioritization gap.
The trap
Once risks are identified and measured, choose the action that prioritizes responses and records what remains.

How to remember it

MANAGE converts identified risks into prioritized treatments, resources, deployment decisions, and documented residual-risk acceptance.

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