Identifying Business-Relevant AI Use Cases

The S-PRO blog introduces an AI Opportunity Framework to help leadership teams systematically identify and map potential AI use cases by plotting them along two axes — everyday vs. game-changing and internal vs. external — clarifying where AI can deliver tangible value versus hype. By visualizing use cases within four quadrants, leaders can uncover overlooked opportunities, balance investments between efficiency and strategic impact, and avoid common pitfalls of pursuing flashy projects with limited business value. Tech leaders should care because this structured lens reduces misalignment, prioritizes efforts that deliver measurable ROI, and guides strategic resource allocation for successful AI adoption.