What is Multi-Agent Systems (Swarm)?

A Multi-Agent System, also called a Swarm, is an Artificial Intelligence architecture where multiple specialized agents — each with a defined role — collaborate under a hierarchy or coordination protocol to execute a business objective too complex for a single generalist agent.

Why a single Agent isn't enough

A generalist agent, trained to "do a bit of everything," tends to lose precision on very specific tasks. A Swarm solves this by dividing the work: one agent researches, another qualifies, another writes, another verifies — each optimized for its stage, with an orchestrator agent coordinating the flow between them, similar to a specialized human team.

Why it matters for your B2B business

Complex B2B operations — like the full acquisition cycle, from prospecting to close — rarely fit into a single AI call. Swarm architectures let each step of the process run through the right agent, with cross-checking between them, reducing the error risk a single generalist agent would introduce by trying to do everything alone.