Glossary

What is an AI agent?

An AI agent is a system that understands a user goal, uses knowledge or tools and performs tasks under defined rules. In a company it can classify requests, summarize data, draft responses and start workflows.

Primary keyword: AI agent

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Short answer

An AI agent differs from a simple chat interface because it has an operational task. It can retrieve data, check rules, use a tool, prepare a summary, hand off to a person or start the next process step.

What does an AI agent do in a company?

A good AI agent has a clearly defined responsibility. It should not pretend to be human or make uncontrolled decisions, but help with repetitive information and operational tasks.

answers from a knowledge base
classifies emails and requests
summarizes conversations, documents and forms
passes cases to CRM, SharePoint, Teams or n8n

What should an AI agent not do without control?

An agent should not make financial, legal or HR decisions on its own unless there are clear rules and a human in the loop. Sensitive processes need logs, answer limits, escalation and quality tests.

Where should implementation start?

Start with one scenario: lead qualification, sales FAQ, request triage or summarizing process briefs. A small scope validates response quality before the agent gets access to more tools.

How to use this definition in a decision

Criterion Option or view A Option or view B

Goal

An AI agent performs a task: classifies, summarizes, answers or starts a process.

Regular automation follows rules without language and context understanding.

Input data

Can work with emails, documents, conversations, forms and knowledge bases.

Works best on structured fields, statuses and conditions.

Control

Needs answer limits, quality tests, logs and human escalation.

Needs data validation, error handling and workflow monitoring.

Good first scope

Sales FAQ, request triage, summaries and lead qualification.

Notifications, status updates, field validation and system integrations.

FAQ

Questions and answers

Is an AI agent the same as a chatbot?

Not every chatbot is an AI agent. A chatbot handles conversation, while an AI agent has a task, rules, knowledge or tool access and can start processes.

Can an AI agent work with company data?

Yes, but it needs a prepared knowledge base, access rules, retention rules and answer limits. Start with data the company can safely share.

Will an AI agent replace an employee?

Usually not. In practice, the agent takes over repetitive reading, classification and summarization, while humans decide in unusual or sensitive cases.

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