We designed and implemented AI agent–based solutions to support recurring and complex decision-making processes within pharmaceutical groups and national retail organizations. The AI agents were integrated into existing decision-making architectures to assist management in evaluating alternatives, managing information flows, and ensuring that decisions align with strategic objectives.