Agency Theory explores the relationship between principals, such as shareholders, and agents, like company executives, highlighting the conflicts that arise when agents prioritize personal interests over those of principals. It emphasizes the need for mechanisms to align the interests of agents with those of principals to mitigate issues like moral hazard and information asymmetry.