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As the use of AI increases and becomes more integral in enterprise product and service delivery, it will come under more audit scrutiny. Audit coverage and assessment techniques will need to be dynamic and multi-disciplinary to keep pace with the breakneck speed in advancement and continuous development of AI-enabled systems. The Artificial Intelligence Audit Toolkit is a library of AI controls derived from select control frameworks and law. It has been formulated into an organized structure which allows for a better understanding of how those controls relate to different aspects of the AI lifecycle and provides IT auditors with assessment guidance that supports building and demonstrating assurance around the effectiveness of controls supporting this critical area of emerging technology.