Curriculum
13 competency tracks. Role-based assignment.
You train what your team actually needs. Every track maps to a published FDA, EMA, ICH or EU AI Act expectation.
GxP Frame — Curriculum Walkthrough
The full catalogue
Foundational
Tracks 1–2-
Regulatory alignment
- FDA Draft AI Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
Operational Guardrails
Tracks 3–6-
Regulatory alignment
- FDA Draft AI Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
Applied Skill-Building
Tracks 7–9-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
Compliance Infrastructure
Tracks 10–12-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- EU AI Act (Adjacent)
-
Regulatory alignment
- FDA Draft AI Guidance
- FDA AI-Enabled Devices Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
Capstone
Track 13-
Regulatory alignment
- FDA Draft AI Guidance
- FDA–EMA Good AI Practice Principles
- EMA Reflection Paper
- ICH M15 (Model-Informed Drug Development)
- EU AI Act (Adjacent)
Every track maps to a published expectation
Select a framework to see which tracks carry it. The crosswalk is the same one used in the curriculum’s regulatory alignment matrix.
| Track | ||||||
|---|---|---|---|---|---|---|
| AI Fundamentals | AI Fundamentals maps to FDA Draft AI Guidance | — | AI Fundamentals maps to FDA–EMA Good AI Practice Principles | AI Fundamentals maps to EMA Reflection Paper | AI Fundamentals maps to ICH M15 (Model-Informed Drug Development) | AI Fundamentals maps to EU AI Act (Adjacent) |
| AI Governance & Regulatory Expectations | AI Governance & Regulatory Expectations maps to FDA Draft AI Guidance | AI Governance & Regulatory Expectations maps to FDA AI-Enabled Devices Guidance | AI Governance & Regulatory Expectations maps to FDA–EMA Good AI Practice Principles | AI Governance & Regulatory Expectations maps to EMA Reflection Paper | AI Governance & Regulatory Expectations maps to ICH M15 (Model-Informed Drug Development) | AI Governance & Regulatory Expectations maps to EU AI Act (Adjacent) |
| Approved AI Systems (Company Policy) | Approved AI Systems (Company Policy) maps to FDA Draft AI Guidance | — | Approved AI Systems (Company Policy) maps to FDA–EMA Good AI Practice Principles | Approved AI Systems (Company Policy) maps to EMA Reflection Paper | — | Approved AI Systems (Company Policy) maps to EU AI Act (Adjacent) |
| Data Privacy & Confidentiality | Data Privacy & Confidentiality maps to FDA Draft AI Guidance | Data Privacy & Confidentiality maps to FDA AI-Enabled Devices Guidance | Data Privacy & Confidentiality maps to FDA–EMA Good AI Practice Principles | Data Privacy & Confidentiality maps to EMA Reflection Paper | — | Data Privacy & Confidentiality maps to EU AI Act (Adjacent) |
| Risk Assessment & Risk Recognition | Risk Assessment & Risk Recognition maps to FDA Draft AI Guidance | Risk Assessment & Risk Recognition maps to FDA AI-Enabled Devices Guidance | Risk Assessment & Risk Recognition maps to FDA–EMA Good AI Practice Principles | Risk Assessment & Risk Recognition maps to EMA Reflection Paper | Risk Assessment & Risk Recognition maps to ICH M15 (Model-Informed Drug Development) | Risk Assessment & Risk Recognition maps to EU AI Act (Adjacent) |
| Context of Use | Context of Use maps to FDA Draft AI Guidance | — | Context of Use maps to FDA–EMA Good AI Practice Principles | Context of Use maps to EMA Reflection Paper | Context of Use maps to ICH M15 (Model-Informed Drug Development) | Context of Use maps to EU AI Act (Adjacent) |
| Human Accountability & Oversight | Human Accountability & Oversight maps to FDA Draft AI Guidance | Human Accountability & Oversight maps to FDA AI-Enabled Devices Guidance | Human Accountability & Oversight maps to FDA–EMA Good AI Practice Principles | Human Accountability & Oversight maps to EMA Reflection Paper | — | Human Accountability & Oversight maps to EU AI Act (Adjacent) |
| Prompt Engineering for GxP | — | — | Prompt Engineering for GxP maps to FDA–EMA Good AI Practice Principles | Prompt Engineering for GxP maps to EMA Reflection Paper | — | Prompt Engineering for GxP maps to EU AI Act (Adjacent) |
| AI Validation Awareness (Model Credibility) | AI Validation Awareness (Model Credibility) maps to FDA Draft AI Guidance | AI Validation Awareness (Model Credibility) maps to FDA AI-Enabled Devices Guidance | AI Validation Awareness (Model Credibility) maps to FDA–EMA Good AI Practice Principles | AI Validation Awareness (Model Credibility) maps to EMA Reflection Paper | AI Validation Awareness (Model Credibility) maps to ICH M15 (Model-Informed Drug Development) | AI Validation Awareness (Model Credibility) maps to EU AI Act (Adjacent) |
| Documentation & Audit Trails | Documentation & Audit Trails maps to FDA Draft AI Guidance | Documentation & Audit Trails maps to FDA AI-Enabled Devices Guidance | Documentation & Audit Trails maps to FDA–EMA Good AI Practice Principles | Documentation & Audit Trails maps to EMA Reflection Paper | Documentation & Audit Trails maps to ICH M15 (Model-Informed Drug Development) | Documentation & Audit Trails maps to EU AI Act (Adjacent) |
| Inspection Readiness | Inspection Readiness maps to FDA Draft AI Guidance | Inspection Readiness maps to FDA AI-Enabled Devices Guidance | Inspection Readiness maps to FDA–EMA Good AI Practice Principles | Inspection Readiness maps to EMA Reflection Paper | — | Inspection Readiness maps to EU AI Act (Adjacent) |
| AI Incident Reporting & Response | AI Incident Reporting & Response maps to FDA Draft AI Guidance | AI Incident Reporting & Response maps to FDA AI-Enabled Devices Guidance | AI Incident Reporting & Response maps to FDA–EMA Good AI Practice Principles | AI Incident Reporting & Response maps to EMA Reflection Paper | AI Incident Reporting & Response maps to ICH M15 (Model-Informed Drug Development) | AI Incident Reporting & Response maps to EU AI Act (Adjacent) |
| Role-Based Certification & Competency | Role-Based Certification & Competency maps to FDA Draft AI Guidance | — | Role-Based Certification & Competency maps to FDA–EMA Good AI Practice Principles | Role-Based Certification & Competency maps to EMA Reflection Paper | Role-Based Certification & Competency maps to ICH M15 (Model-Informed Drug Development) | Role-Based Certification & Competency maps to EU AI Act (Adjacent) |
Packages are built around the roles you need covered
Request training for the roles that need it. QA and Validation carry the heaviest load; Operators and Executives need a leaner, targeted set. You are not paying for content your team doesn’t use.
Request a Readiness Assessment