Understanding the AI System Lifecycle

Gain a clear overview of AI lifecycle stages and processes as defined in ISO/IEC 5338:2023, including planning, development, deployment, operation, and end-of-life.

Practical Lifecycle Process Management

Learn how to apply lifecycle processes in practice to support consistency, quality, risk management, and responsible AI system operation.

Supporting Governance, Risk & Trustworthy AI

Understand how ISO/IEC 5338:2023 supports AI governance frameworks and aligns with related AI standards for risk management, transparency, and accountability.

About the course

This training course provides a structured and practical introduction to ISO/IEC 5338:2023, the international standard defining AI system lifecycle processes. Participants will learn how AI systems should be managed throughout their entire lifecycle, ensuring controlled development, responsible deployment, effective operation, and appropriate retirement. The course explains how lifecycle processes support organizational governance, risk management, and alignment with other AI-related standards. The training is suitable for professionals involved in AI system design, development, deployment, operation, governance, risk management, and compliance.

Vladimir Babkin

Experienced AI and IT Project Manager with a strong background in leading complex technology and innovation projects. Skilled in artificial intelligence, digital transformation, and process optimization, using tools such as ChatGPT, Copilot, Tableau, Power BI, JIRA, and Azure. Certified in Agile, SAFe, and PMI PMBOK methodologies with proven expertise in managing scope, risks, and budgets. Passionate about data analysis, automation, and integrating AI solutions into business workflows. Currently working in certification and information security management, providing expert consulting, auditor training, and coordination of international certification projects. A proactive tutor and mentor focused on AI technologies, IT project management, and innovation, and an active member of the AI community in Prague.

Curriculum

8 Chapters · 24 Lessons

  1. 1

    1.- Introduction & Standard Overview

    1. (Included in full purchase)

      Participant Material - Module 1

    2. (Included in full purchase)

      Video Module 1

    3. (Included in full purchase)

      Quiz Module 1

  2. 2

    2.- Fundamental AI Concepts & Life Cycle Model

    1. (Included in full purchase)

      Participant Material - Module 2

    2. (Included in full purchase)

      Video Module 2

    3. (Included in full purchase)

      Quiz Module 2

  3. 3

    3.- Agreement Processes

    1. (Included in full purchase)

      Participant Material - Module 3

    2. (Included in full purchase)

      Video Module 3

    3. (Included in full purchase)

      Quiz Module 3

  4. 4

    4.- Organizational Project-Enabling Processes

    1. (Included in full purchase)

      Participant Material - Module 4

    2. (Included in full purchase)

      Video Module 4

    3. (Included in full purchase)

      Quiz Module 4

  5. 5

    5.- Technical Management Processes

    1. (Included in full purchase)

      Participant Material - Module 5

    2. (Included in full purchase)

      Video Module 5

    3. (Included in full purchase)

      Quiz Module 5

  6. 6

    6.- Technical Processes – Requirements & Implementation

    1. (Included in full purchase)

      Participant Material - Module 6

    2. (Included in full purchase)

      Video Module 6

    3. (Included in full purchase)

      Quiz Module 6

  7. 7

    7.- Technical Processes – Verification, Validation & Operations

    1. (Included in full purchase)

      Participant Material - Module 7

    2. (Included in full purchase)

      Video Module 7

    3. (Included in full purchase)

      Quiz Module 7

  8. 8

    8.- Practical Auditing Guidance & Case Studies

    1. (Included in full purchase)

      Participant Material - Module 8

    2. (Included in full purchase)

      Video Module 8

    3. (Included in full purchase)

      Quiz Module 8

What people are saying

Testimonials from our learners highlight the real value of our training. Their experiences show how our courses deliver practical skills, clear guidance, and measurable improvements — helping you choose with confidence.

”
I really appreciated the interactive quizzes throughout the LL-C e-learning course. They helped me confirm my understanding and made the learning process more engaging.
Daniele N

Auditor, Italy

The LL-C (Certification) e-learning course provided all the essential information I needed to understand the ISO requirements. Everything was clear, complete, and easy to follow.
Martina Č.

Auditor ISMS, Czech Republic

”
The overall quality of the LL-C Certification training was excellent. The content was well-prepared, professional, and very useful for my ISO knowledge.
Leo K.

Auditor ISMS, Germany

Strengthen control over AI system lifecycle processes and apply ISO/IEC 5338:2023 in practice.

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