A multi-agent system has several specialised AI agents cooperate: one searches, another writes, a third verifies. This division of labour improves quality and traceability on complex tasks, at the price of more demanding orchestration and communication protocols such as A2A.
In practice at Gensai
Gensai designs its multi-agent architectures around explicit roles and checkpoints, to remain auditable in production.