You just joined a new company and they want to start their first AI project.

CPMAI’s Differentiate AI Project Management Approaches task stresses that effective AI adoption requires building internal capabilities and understanding domain-specific challenges. By sharing your own team’s past experiences—how you diagnosed the problem, structured the data, and developed AI solutions—you guide leadership toward establishing a homegrown, iterative AI practice rather than simply purchasing a black-box product .