Comparison · two buyer workflows · one evidence system
Clinical AI workflow vs Education AI workflow.
Use this when a buyer is comparing review paths. In both cases, the self-serve API gates the action and retains a sealed evidence record that compliance can inspect.
01 ·
Side-by-side.
Fleet · control context · audience · evidence contract
Fleet under measurementClinical AI workflow: clinical decision support, ambient documentation, utilization-management models, predictive DSI
Education AI workflow: K-12 tutor and grader fleets, ambient transcription, district reporting tools
Education AI workflow: K-12 tutor and grader fleets, ambient transcription, district reporting tools
Control contextClinical AI workflow: HHS §1557, HIPAA review context, FDA SaMD / PCCP, ONC HTI-1 predictive-DSI transparency, CMS utilization rules
Education AI workflow: Title VI, FERPA review context, §504/IDEA, CCSS curriculum alignment
Education AI workflow: Title VI, FERPA review context, §504/IDEA, CCSS curriculum alignment
AudienceClinical AI workflow: health systems, clinical-AI committees, hospital compliance, payor IT
Education AI workflow: district administrators, equity officers, state superintendents
Education AI workflow: district administrators, equity officers, state superintendents
Reference controlsBoth workflows draw from register 09; the views at /corpus/for/medicine and /corpus/for/education frame the references for each audience.
Shared evidence systemThe same gate, route, seal, verify, and meter contract serves both paths. See the API reference.
02 ·
Which review path fits the buyer.
A one-line decision pin per workflow
Clinical AI workflow. Pick when the buyer is a health system or payor and the question is §1557 algorithmic-non-discrimination, FDA SaMD lifecycle, or ONC HTI-1 DSI transparency.
Education AI workflow. Pick when the buyer is a district or state education agency and the question is civil-rights-shaped (Title VI, §504, IDEA) or curriculum-alignment-shaped (CCSS).
If the question spans both domains, use the same self-serve API path and attach both control contexts to the evidence record. The record contract is shared; sufficiency remains evaluator-specific.