The session goes beyond theoretical principles, offering actionable insights and practical tools tailored for real-world application. Learn how to use a scoping framework for success in Data and AI initiatives. Participants will gain the skills to craft precise problem statements, define measurable deliverable goals, and establish actionable scopes that drive projects forward. Through interactive discussions and case studies, attendees will explore strategies to navigate complexities, mitigate risks, and ensure alignment with organizational priorities. Whether tackling customer retention challenges or optimizing operational workflows, this presentation equips participants to transform abstract concepts into tangible results. This includes identifying constraints, and creating an execution plan, with milestones, resources, deadlines and communication plans. Join Ross McNeely as he presents scoping best practices for Data and AI project refined from over 80+ engagements. Effective project scoping and planning is essential for ensuring success.