AI management system: ISO 42001
This course covers ISO/IEC 42001, the management-system standard for AI published in December 2023. The standard certifies an organization's decision process, never a specific model. It presents the Plan-Do-Check-Act cycle, clauses 4 to 10 and Annex A. It also covers the AI policy, the AI system inventory, risk and impact assessments, lifecycle controls, operational records and the release gate. It closes with internal audit, management review, corrective action and assembling these pieces in a Rails application.
What you'll learn
- ✓How a management-system standard certifies a process instead of a product
- ✓Writing an AI policy and keeping an AI system inventory
- ✓Telling risk assessment apart from AI system impact assessment
- ✓Lifecycle controls from data governance to human oversight
- ✓Release gates that check evidence exists and is current
- ✓Internal audit, management review and corrective action
Governing the decision, not the code
An auditor asks a simple question: "Show me who approved putting this model into production, and what they looked at before they said yes." The team has the model. They have the code. They have a Slack thread where someone wrote "looks good, ship it." What they don't have is anything that survives…
Read the full lesson free →Curriculum
7 lessonsGoverning the decision, not the code
Explains what a management system is, why ISO 42001 certifies a process instead of a model, and its clause structure.
The AI policy and the system inventory
Covers the leadership duties in clause 5, the AI policy, and the AI system inventory that later controls reference.
Risk assessment versus impact assessment
Separates risk assessment, about costs to the organization, from impact assessment, about effects on the people affected.
Lifecycle controls: from data to release
Describes Annex A lifecycle controls: data governance, documented design decisions, testing before release, and human oversight.
Operational records and the release gate
Shows how a release gate reads operational records and checks they exist and are current before a system ships.
Audit, review, and continual improvement
Covers internal audit, management review, nonconformity, corrective action, and continual improvement, the Check and Act half of the cycle.
Putting an AIMS together in a Rails app
Connects inventory, policy, evidence trail, release gate, and audit into one working flow inside a Rails application.