What is AI Agent?
An AI agent is software that uses a large language model to pursue a goal autonomously — reading context, making decisions, and taking actions like answering customers, updating records, or triggering workflows — rather than just generating text when asked. Unlike a chatbot, an agent can complete multi-step tasks with tools.
Last updated 2026-07-20 · Flowmatix
How AI agents differ from chatbots
A chatbot answers the message in front of it. An agent holds a goal: it can look up an order, decide a refund qualifies, issue it through your payment API, and log the outcome in your CRM — a chain of tool calls, not one reply. The practical difference is that agents connect to your systems and act, which is also why they need careful permissioning.
What businesses use AI agents for
The highest-value deployments are usually unglamorous: qualifying inbound leads before a human sees them, answering the 60–80% of support questions that are genuinely repetitive, keeping CRM records current from email and call notes, and monitoring operations data for exceptions worth a human's attention.
What it takes to deploy one well
A useful agent needs three things: access to accurate business context (documents, product data, policies), safe connections to the systems it acts on, and clear escalation rules for when it should hand off to a person. Most failed agent projects skipped one of the three.
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