SEMINAR CURRICULUM

Clinical AI Governance. Six modules. Three delivered formats.

Constitutional Runtime

Overview

The ETHRAEON Clinical AI Governance seminar is structured around six modules that cover the constitutional runtime architecture, decision checkpoints in clinical context, the Ruling 1 IP posture, EU AI Act Annex III alignment, IEEE P7001 and P7002 alignment, and an implementation lab that demonstrates the runtime against a live evidence store. All formats share the same module set. Depth varies by duration.

The seminar treats governance as constitutional infrastructure rather than post-hoc review overlay. Every module ties to a working surface in the ETHRAEON estate that participants can inspect after the session.

Module set

Module 01

Constitutional Runtime Architecture

The enforcement layer, the fail-closed defaults, and the evidence control layer overview. The runtime stops when unsure. Evidence is mandatory. Guardrails run at the runtime layer, not as a review overlay.

Workshop: full depth. Cohort: overview. Briefing: named-only.
Module 02

Decision Checkpoints in Clinical Context

Gate types (authorization, validation, audit, override) applied to clinical decision support, documentation drafting, and clinician-facing communication. Escalation routing to the licensed clinician and the certifying authority is enforced at the runtime layer.

Workshop: full depth with scenarios. Cohort: framework and one worked scenario. Briefing: framework only.
Module 03

Ruling 1 and IP Protection

Portfolio posture: 16 U.S. provisional filings, 73 specifications, 9 families. How IP-grounded governance frames constrain vendor lock-in, procurement risk, and technology transfer posture for healthcare organizations.

Workshop: full depth with procurement examples. Cohort: portfolio and posture. Briefing: portfolio note.
Module 04

EU AI Act Annex III Alignment

High-risk AI classification under Annex III, Article 9 risk management obligations, and how constitutional runtime enforcement maps to conformity assessment structure. Regulatory conformity submission responsibility remains with the deploying organization.

Workshop: full depth including mapping worksheet. Cohort: mapping walkthrough. Briefing: named references only.
Module 05

IEEE P7001 and P7002 Alignment

Transparency of autonomous systems and value-sensitive design principles applied to clinical AI. How the constitutional runtime surfaces the transparency artifacts and privacy-adjacent design constraints these frameworks call for.

Workshop: full depth with framework crosswalk. Cohort: crosswalk overview. Briefing: named references only.
Module 06

Implementation Lab

Live constitutional runtime demonstration. Compliance metric computation against a sample clinical workflow. Evidence trail inspection. Participants exit with a written reference to inspect the runtime posture against their own AI deployment surface.

Workshop: full hands-on lab. Cohort: guided demonstration. Briefing: not included.

Format matrix

FormatDurationModulesMaterialsCertificate
1-Day Workshop8 hoursAll six, full depthHandbook, mapping worksheet, lab referenceCertificate of completion
4-Hour Cohort4 hoursAll six, focusedHandbook, mapping walkthroughAttendance record
90-Minute Briefing90 minutesModules 1 through 5, named-onlyReference sheetAttendance record

Who this is for

  • Clinical AI teams and healthcare informaticists deploying AI where a wrong answer touches patient-facing narrative, clinical decision support, or documentation drafting.
  • Regulatory professionals mapping AI deployments to EU AI Act Annex III, IEEE P7001, IEEE P7002, and equivalent frameworks under other jurisdictions.
  • Healthcare IT operators, security, and audit functions evaluating governance posture for AI deployments in production.
  • Procurement and technology transfer functions evaluating vendor governance posture and IP framing.

Scope note

Governance training, not clinical or regulatory training. The seminar covers the constitutional runtime and evidence control layer as governance infrastructure. It does not constitute clinical training, medical device qualification, regulatory conformity assessment, or an ISO 42001 audit. Clinical decisions, medical device certification eligibility, and regulatory submission responsibility remain with your organization and the applicable authority.

Engagement

Registration and delivery via the seminar surface. Format selection is confirmed after inquiry. Institutional and academic pricing tiers honored where applicable.