Overview as a reviewable surface.
The overview separates healthcare AI vocabulary from implementation claims so readers can ask sharper questions before a model touches care, research, quality, or operational records.
Overview chapter.
FoundationsThe overview separates healthcare AI vocabulary from implementation claims so readers can ask sharper questions before a model touches care, research, quality, or operational records.
What this page maps.
operating contentCore vocabulary
Defines model, dataset, feature, label, output, intended use, human review, validation, drift, and monitoring in operational language.
Readiness boundary
Distinguishes experimental exploration from controlled use in clinical, research, quality, or business workflows.
iFeed posture
Treats AI as an evidence system, not as a novelty layer or a replacement for accountable judgment.
Governance questions.
review logicWhat decision or record does this overview 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?
Evidence-ready minimum record.
iFeed useSource 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.