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Type
Guide
Topic
AI agents
Published
Reading time
2 min read

What can an AI agent do in a company?

People call it a digital colleague. In practice an AI agent does one specific thing well, inside the company’s systems, with a person checking at the right points.

By, AI Architect & Co-Founder, Yempik
In this article
In summary
  • An AI agent carries out a defined task using authorised data and systems: it reads a request, decides the next step and takes it, with human review at the agreed points.
  • Typical examples: sorting incoming email and drafting replies, entering orders in the ERP, answering the phone, searching company documents and citing the source.
  • Compared with a chatbot it does one more thing: it acts inside the company’s systems instead of only answering.
  • It pays off on repetitive work with high volumes and stable rules; it does not on rare tasks or work that changes every month.

All frequently asked questions →

Five typical tasks

Each starts from work someone in the company already does every day.

  • Email: reads incoming messages, sorts them and drafts a reply; a person approves sending.
  • Data entry: reads orders, invoices or forms and records them in the ERP.
  • Phone: answers or calls back, takes the request and hands over to an operator when needed.
  • Documents: finds the answer in procedures and contracts and says which document it comes from.
  • Quotes: gathers customer information and prepares a first draft to check.

When it pays off and when it does not

It pays off when the task repeats many times a day, follows rules that can be written down and produces a result you can check. It does not with low volumes, with work that changes every month, or when the goal is only to say you have AI: fix the work first, then automate if it still makes sense.

Where to start

With one task and one number to measure before and after: hours spent, response time, errors. With Yempik a first agent on one use case starts at €8,000 and takes 2-4 weeks; the production version, with integrations and initial support, starts at €12,000.

More questions

What is the difference between an AI agent and a chatbot?

A chatbot answers questions. An AI agent understands the request, decides what to do and does it: it files an email, opens a case in the ERP, takes a booking.

Do we need an in-house IT department?

Not always. You need a contact who knows the work and takes part in reviews; access and technical integrations are defined in the project.

Transparency note

Answer edited by Raffaele Zarrelli, co-founder of Yempik, written with Claude. Prices, timelines and cases are the ones Yempik publishes; this page was last updated on 8 November 2026.

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What an AI agent can do in a company | Yempik