How startups can achieve outsized results by leveraging multi-agent systems



In March, AWS announced the general availability of its new multi-agent capabilities, bringing the technology into the hands of businesses across almost every industry. Until now, organizations have mostly relied on single-agent AI systems, which handle individual tasks but often struggle with complex workflows.

These systems can also break down when businesses encounter unexpected scenarios outside their traditional data pipelines. Google also recently announced ADK (Agent Development Kit) for developing multi-agent systems and A2A (Agent to Agent) protocol for agents to communicate with each other, signaling a broader industry shift toward collaborative AI frameworks.

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