AI 204: Compliance & Governance for IT - Global

This course expands on AI Compliance & Governance: Global Strategy Track. Gain practical strategies to build trust, reduce liability, and turn responsible AI development into a business advantage. This course focuses on practical implementation, global best practices, and risk mitigation that scales across jurisdictions — not just Europe.

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What You’ll Learn.

  • Spot and address potential AI risks early to ensure robust, secure, and ethical system design.

  • Implement strong governance frameworks that support fairness, transparency, and responsible data use.

  • Prepare clear, auditable documentation to meet organizational, customer, and regulatory expectations.

  • Build reliable monitoring protocols that maintain system performance and integrity in real-world use.

  • Learn how AI laws and policy frameworks (including but not limited to the EU AI Act) affect your business and design choices — and how to stay ahead.

  • Develop strategies to assess, retrain, and govern AI systems after they’ve launched, preventing drift and misuse.

  • Know what AI-related events must be logged or escalated internally, and how to respond quickly and effectively.

  • Ensure compliance even when using external AI solutions — with vendor checklists, documentation reviews, and contract strategies.

  • Use governance-informed design principles to make auditability and oversight a feature, not a bolt-on.

  • Integrate fairness metrics and mitigation strategies into your training, validation, and deployment pipelines.

  • Protect your AI systems from security threats, data poisoning, and performance degradation over time.

  • Maintain detailed change logs, rollback protocols, and version control from training to production.

  • Provide critical technical assets — like logs, model cards, and changelogs — in formats compliance teams can use.

  • Build and support Human-in-the-Loop and Human-on-the-Loop systems with real accountability baked into code.

Full Course Catalogue

Lead By Expert

Lead By Expert

Benjamin Dowd

Benjamin Dowd

More About Ben

Course Syllabus.

Unit 1

Al Risk Identification and Mitigation

Unit 2

Data Governance, Fairness & Bias Handling

Unit 3

Technical Documentation for Compliance

Unit 4

Monitoring Al for Safety, Accuracy & Accountability

Unit 5

Global Al Regulations Primer

Unit 6

Managing Al Post-Deployment

Unit 7

Al Incident Reporting and Escalation

Unit 8

Managing Vendor Risk - Compliance When You Don't Own the Tool

Unit 9

Navigating the Conformity Assessment - Your Al Compliance Walkthrough

Unit 10

Al System Design for Trust, Safety & Accountability

Unit 11

Bias Detection, Testing & Mitigation for Devs

Unit 12

Secure Al Deployment & Model Robustness

Unit 13

Lifecycle Management & Change Tracking for Al Systems

Unit 14

Developer Guide to Conformity Documentation

Unit 15

Developer Role in Human Oversight

Ways to Enroll.

Looking to turn your team into data superheroes? Our Literacy Programs pack a punch with cutting-edge analytics, AI enchantments, and quick-hit business solutions that transform your crew into decision-making dynamos. Ready to boost your business IQ and speed without the burnout? Let’s power up your potential - capes optional.

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How It Works.

  • You’ve got options. You can grab a single course if you want to test the waters—or, if you’re ready for the full journey, the All Access Pass gives you the entire literacy program in one go. Think à la carte vs. the full buffet.

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    • Every course within a program (Data Literacy, AI Literacy, and more to come).

    • Personal check-ins with our team (yes, real humans).

    • Access to our exclusive paid Substack content.

    • Curated insights straight to your inbox.


    In short: it’s the VIP experience, minus the velvet rope, we’re working on that.

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  • At checkout, you’ll choose whether you’re buying for yourself or for an organization.

    • Individuals: Easy—one account, one course (or pass), and you’re ready to go.

    • Organizations: You’ll select how many seats you need. Once you check out, we’ll generate unique seat codes and send you a special pricing offer by email. That email also includes a quick form to fill in seat owner names and emails so we can set everyone up with their own accounts.

    👉 If your organization has special course needs, just reach out through our contact form—we love tailoring solutions.

  • Yep! Every account has a personal progress tracker so you can see exactly where you’re at in the course.

    For organizations, we provide detailed team progress reports delivered straight to your inbox. Our long-term goal? A dynamic dashboard that gives both individuals and teams actionable insights at a glance.

    Need a more personal experience? We’re happy to chat.

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