This webinar aims to demystify Artificial Intelligence (A)I by demonstrating that emerging technological tools can be strategically leveraged to enhance the evaluation process. This session will delve into the ethical application of AI within library evaluation practices, focusing on practical strategies to integrate AI responsibly as a tool, assistant, and resource. The session will briefly introduce AI methodologies applicable to library evaluation processes, emphasizing its potential to enhance the evaluation of library programs, service delivery, and community engagement. Key ethical considerations will be discussed, such as ensuring data integrity and developing effective prompts. Participants will leave with a foundational understanding of how to approach AI in their evaluation processes, including actionable steps to implement AI tools thoughtfully and effectively. Learning Outcomes: 1. Demystify AI by defining its core concepts, exploring various types such as machine learning and natural language processing, and articulating their practical applications in evaluation practices. 2. Explore responsible integration of AI within library evaluation practices using practical steps focused on ethical evaluation standards. 3. Gain insights into AI methodologies that can enhance the evaluation of library programs, service delivery, and community engagement. 4. Discuss critical ethical considerations, including data integrity and the development of effective AI prompts for data analysis.