Chapter 07 · Operations & Adoption
Operations & Adoption as a reviewable surface.
Adoption succeeds when people understand the system, know when to trust it, know when to challenge it, and have a route to report problems.
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Operations & Adoption chapter.
FoundationsAdoption succeeds when people understand the system, know when to trust it, know when to challenge it, and have a route to report problems.
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What this page maps.
operating contentTraining
Role-specific AI literacy, limitations, safe use, escalation, and record expectations.
Workflow fit
Integration into daily work without hidden duplication, informal workarounds, or lost accountability.
Feedback
User reports, incidents, monitoring signals, and learning loops back into governance.
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Governance questions.
review logicWhat decision or record does this operations & adoption surface influence, and who owns that decision?
Which evidence is needed before routine use in Foundations, and where is it retained?
What signal triggers review, restriction, escalation, or retirement?
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Evidence-ready minimum record.
iFeed useOwnerNamed operational, clinical, technical, and governance owners.
UseClear intended use, user group, workflow point, and excluded use.
RiskRisk tier, rationale, residual risks, controls, and escalation route.
EvidenceSource claims, validation basis, limitations, approval decision, and review date.
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Source anchors and claim boundary.
official firstThese anchors support the source layer for this page. iFeed interpretation remains separate from source facts and does not replace legal, regulatory, clinical, or product-specific advice.