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AI & Automation

Building AI Agents

An AI agent is something different from an assistant you ask questions: it is a system given an objective, which decides on its own which steps to take and which tools to use to get there.

The course approaches agent design practically: when an agent is warranted and when a linear automation is enough, how to define the tools it can access, how to handle errors and the cases where the agent gets it wrong.

We work with concrete tools such as n8n, Flowise and the main model APIs, building agents for real cases: automating repetitive work, handling recurring requests, integrating with company systems. Security and governance have a dedicated module, because an agent acting on company systems needs supervision.

Indicative duration
20 hours
Level
Advanced
Prerequisites
Familiarity with AI assistants and automation concepts. Recommended after AI for Business or Advanced Prompt Engineering.

Who it is for

  • Technical and IT teams evaluating AI agents
  • Process owners looking to automate complex activities
  • Consultants designing solutions for clients
  • Anyone who has completed AI or automation courses and wants the next step

What you will be able to do

  • Distinguish cases needing an agent from cases needing an automation
  • Design an agent by defining objective, tools and constraints
  • Build agents with n8n and Flowise
  • Integrate an agent with CRM, ERP and internal systems
  • Handle errors, edge cases and deadlock situations
  • Set up security, permissions and monitoring

Programme

  1. 01

    What AI agents are and how they reason

    The observe-decide-act loop, the concept of a tool, and the practical limits of these systems' autonomy.

  2. 02

    Practical tools: n8n, Flowise, Claude API

    An overview and comparison of the platforms, with a guided build of a first working agent.

  3. 03

    Agents for repetitive task automation

    The use cases that pay back soonest: routing, classification, extracting data from documents, compiling reports.

  4. 04

    Agents for customer service and intelligent FAQs

    Answering recurring requests from company documentation, with escalation to a person when needed.

  5. 05

    Integration with CRM, ERP and company systems

    Connecting the agent to the systems holding the data, with attention to permissions and what it can actually change.

  6. 06

    Security, governance and monitoring

    Action limits, logging, human review and intervention plans. An agent operating on live systems has to stay supervised.

Tailored programmes

No course is a fixed package. Duration, angle and depth are agreed around the objectives of the people taking part, and topics from different courses can be combined into a single programme. I work with corporate groups and with one person alone: tell me what you need and we will build the programme.

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Frequently asked questions

Do I need programming skills?

The tools used are low-code, but the course is technical. People with development or systems integration experience get more from it.

How does it differ from the automation course?

Automations follow a fixed path we define. An agent decides its own steps. The course also helps recognise when the first option is preferable.

Can we work on our own systems?

In corporate programmes yes, subject to access permissions. Otherwise we use a test environment.

Are there licence costs?

n8n and Flowise have free or self-hosted versions. Model APIs are pay-as-you-go, at modest cost for the exercises.

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