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aiAI AgentChatbotAutomation

A chatbot answers your question about shipping. An agent processes the return, updates the inventory, and emails the customer. The distinction between answering and acting is what makes 2026 the year of agents.

On the difference between AI chatbots and agents

Nick Hugh

Founder, AI Expert & Fractional CTO, Marshall Tech

Nick Hugh, AI Expert & Fractional CTO at Marshall Tech, Sydney

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