Mastering prEN 18286: Clause-by-Clause Implementation of the QMS Standard

Target Audience

AI & Quality Managers responsible for building and maintaining compliant QMS
Risk & Compliance Leaders overseeing high-risk AI systems
Data Protection Officers (DPOs) and internal auditors
Assurance professionals preparing for notified-body assessments
Senior engineers and governance leads who have completed the Fundamentals, Overview, QuickStart or Implementation courses
Organisations seeking full audit-ready QMS documentation and evidence packages

Duration & Format

Core delivery: 5 consecutive days virtual (09:00�16:30 GMT+1 daily, total ~40 contact hours)
Delivery style: Intensive instructor-led capstone with live workshops, template creation, mock audits and personalised coaching

Course Overview

prEN 18286 is the official harmonised European standard that delivers presumption of conformity with Article 17 of the EU AI Act. This 5-day capstone course is the definitive deep-dive: a clause-by-clause journey through the entire standard, transforming its requirements into a fully operational, documented, and audit-ready Quality Management System.

Designed as the final step in the AI Assurance Institute QMS series, this programme moves far beyond theory. Participants build every required process live, create real evidence artefacts, conduct mock internal audits, and leave with a complete, organisation-specific QMS package ready for notified-body review.

The course covers the full lifecycle of high-risk AI systems (including autonomous agents, RAG pipelines, continuously learning models and multi-agent architectures) with special emphasis on AI-specific challenges such as model drift, substantial modifications, proportionality for SMEs, and continuous learning controls.

Learning Objectives

By the end of the 5 days, participants will be able to:

Master every single clause of prEN 18286 (Clauses 4�10) and map them directly to Article 17 obligations.
Design and document a complete product-centric, lifecycle-oriented QMS tailored to their specific high-risk AI systems.
Build and customise all mandatory processes, records, and evidence templates required for conformity assessment.
Conduct internal audits, manage non-conformities, and establish continuous improvement cycles specific to AI systems.
Address AI-unique challenges (model drift, substantial modifications, continuous learning, autonomous overreach) within the QMS framework.
Integrate prEN 18286 with existing ISO 9001 / ISO/IEC 42001 systems without duplication.
Prepare a full audit-readiness evidence package, including risk registers, post-market monitoring plans, and 10-year record retention strategies.
Develop a personalised 90-day QMS rollout and maintenance plan for immediate implementation.

Course Structure

Days 1�2: Foundation & Core Clauses (Clauses 4�7)

Context of the organisation, leadership commitment and QMS scope
Planning, risk-based thinking and regulatory compliance strategy
Support processes (resources, competence, awareness, communication)
Live template workshops: policy, objectives, and competence matrices

Days 3�4: Operation & Lifecycle Processes (Clause 8)

Full AI lifecycle: design, data governance, verification/validation, deployment
Model drift controls, substantial modification triggers, and change management
Hands-on creation of operational procedures and record templates

Day 5: Performance Evaluation, Improvement & Capstone Project (Clauses 9�10)

Monitoring, measurement, internal audit and management review
Full mock audit simulation and non-conformity management
Personalised 90-day rollout plan + complete evidence package handover

Teaching Methods

Clause-by-clause instructor-led deep-dives with real AI examples
Daily live workshops and template-building sessions
Mock audit exercises and group case studies
Personalised coaching and peer review of drafted QMS artefacts
Downloadable full documentation pack (all processes, records, evidence matrices)

Prerequisites

Recommended: Completion of the prEN 18286 Fundamentals, Overview, QuickStart and/or Implementation courses
Alternative: Solid working knowledge of EU AI Act Article 17 and basic QMS principles
Participants should bring (or be ready to discuss) one high-risk AI system from their organisation

Key Takeaway

This 5-day capstone transforms prEN 18286 from a standard into a living, auditable Quality Management System. You leave with a complete, validated, organisation-specific QMS package � every process documented, every record template created, every clause implemented, and a 90-day rollout plan ready for immediate deployment. You will be fully equipped to pass notified-body scrutiny and maintain long-term compliance for all your high-risk AI systems in 2027 and beyond.