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Courses/Information Technology/Artificial Intelligence

Mastering the Machine: Auditing AI (Updated for 2026!)

A Practical Guide to AI Risk, Controls, and Audit Testing

Created byElizabeth McDowellworkspace_premium
BeginnerUpdated Jul 21, 2026
Mastering the Machine: Auditing AI (Updated for 2026!)

What You'll Learn

check_circleIdentify where AI may be used across an organization, including approved tools, embedded vendor AI, and shadow AI
check_circleExplain key AI risk categories, including governance, data protection, model reliability, bias, transparency, cybersecurity, and third-party AI.
check_circleRecognize common AI risk indicators and red flags that may signal weak oversight, inadequate controls, or unmanaged AI use
check_circleEvaluate whether AI controls are designed to match the risk of the use case, including data sensitivity, decision impact, automation level, and business criticality
check_circleDevelop practical internal audit procedures to test AI governance, inventory, data protection, validation, documentation, security, and third-party oversight controls

About This Course

Artificial intelligence is creating new opportunities for organizations, but it is also introducing new risks that internal auditors need to understand. Updated for 2026, this course incorporates current AI risk themes, recent news examples, and practical control considerations for today’s rapidly evolving AI environment.

This course helps auditors move beyond AI buzzwords and focus on the practical audit questions that matter: where AI is being used, what risks it creates, what controls should be in place, and how those controls can be tested.

Participants will explore key AI risk categories, including governance, inventory and use cases, data protection and privacy, model performance and reliability, bias and fairness, transparency, cybersecurity and AI misuse, and third-party and embedded AI. The course also connects those risks to specific internal controls and testing procedures, giving auditors a practical framework for evaluating whether AI safeguards are designed appropriately and operating effectively.

By the end of the course, participants will be better prepared to assess AI use cases, identify red flags, ask stronger audit questions, and provide meaningful assurance over AI-related risks without needing to become AI engineers.

Your Instructor

Elizabeth McDowell
Elizabeth McDowell

Audit Smarter, not Harder - with Elizabeth and Audie the Internal Otteror!

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Elizabeth McDowell, CPA, CIA has over 20 years of audit experience and is the founder of Audit Forward, an innovative internal audit consulting and training firm. Elizabeth is passionate about advancing and advocating for the internal audit profession and was recognized as one of the 2023 Internal Audit Beacons by Richard Chambers. Elizabeth makes auditing and training fun (no, really!) with the help of her mascot, Audie the Internal Otteror. Elizabeth’s most recent industry experience was at Achieve, where she was Sr. Director, Audit Strategy; prior to that, she held internal audit leadership roles at Elevations Credit Union, Fidelity Investments, and Xcel Energy after first starting her career at Ernst & Young.

Credit Information

Do these courses count toward my professional development requirements?

This portal is provided as a training and development resource for City of Markham employees. Every course is delivered by a qualified subject matter expert or learning organization, is quantifiable in hours, and is verifiable — you receive a documented certificate of completion for every course you finish, stored on LearnFormula indefinitely.

If you hold a professional designation (for example in engineering, accounting, human resources, or law), courses may be counted as professionally relevant, verifiable learning activities toward your continuing professional development. Individual practitioners are responsible for confirming that an activity meets the requirements of their professional body. For questions about the City of Markham's training and development policies, please speak with your people leader or Human Resources.

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Frequently Asked Questions

We are a registered provider with 327+ associations and regulatory bodies worldwide. We operate across 29 global markets including Canada, the US, Australia, and the UK. Every course page clearly displays its specific accreditations. Upon completion, you receive a professional certificate that can be validated online. Our certificates include all necessary accreditation details, credit hours, and completion dates, and are formatted specifically to meet the submission requirements of most global regulatory bodies.