A System Approach To Architecting Multi-Agent Systems In Enterprises

A System Approach To Architecting Multi-Agent Systems In Enterprises Ruscalleda-Escobar, Gabriel This thesis develops a systematic framework for the architecture, evaluation, and phased deployment of AI-powered multi-agent systems in enterprise environments. Beginning with a comprehensive review of agent capabilities, architectural patterns, coordination protocols, and governance models, the study identifies critical design criteria guiding effective MAS integration. Employing a structured syste