---
url: "https://xcademia.com/courses/ai-agents-tool-using-apps"
title: "AI Agents & Tool-Using Apps"
description: "Learn how to build AI agents that call tools, integrate APIs, and automate workflows using modern agent architecture patterns.

"
publishedAt: "2026-03-16T11:15:01.722514+00:00"
updatedAt: "2026-03-30T22:50:53.7265+00:00"
type: course
code: "AID-0015"
level: Practitioner
duration_days: "2"
track: "Generative AI & Prompt Engineering"
category: "AI, Data & Analytics"
credential_tier: tier1
price_gbp: "1799"
---

# AI Agents & Tool-Using Apps

> Hands-on training on building AI agents that can reason, call tools, and automate complex workflows. Learn agent orchestration patterns and tool integration used in modern generative AI applications.

## Overview

AI agents are rapidly becoming a mainstream architecture pattern for building intelligent applications capable of reasoning, planning, and executing tasks across multiple systems. This programme teaches engineers how to design and implement agent-driven applications that interact with external tools and services.

Participants learn modern agent architecture patterns including tool orchestration, multi-step reasoning workflows, and autonomous task execution. The course introduces development patterns used to integrate AI models with APIs, databases, and external services.

Through practical exercises, learners build working agent-based applications capable of retrieving information, invoking tools, and executing workflows automatically.

## Prerequisites

- Basic programming knowledge (Python or JavaScript recommended)
- Familiarity with APIs and application development
- Basic understanding of generative AI or large language models helpful

## What you will learn

- Understand the architecture of AI agents and autonomous systems
- Design AI agents capable of executing multi-step tasks
- Integrate external tools and APIs into agent workflows
- Build agent-driven applications for automation and decision support
- Manage reliability, monitoring, and safety in agent systems
- Implement practical agent orchestration patterns used in modern AI platforms

## Skills you will gain

- AI agent architecture patterns
- Tool invocation and API integration
- Multi-step reasoning workflows
- Agent orchestration and automation pipelines
- Observability and monitoring for AI systems
- Responsible AI and agent safety practices

## Career progression

- AI Engineer
- Machine Learning Engineer
- Generative AI Developer
- Software Engineer (AI Applications)
- Automation Engineer

## Curriculum

1. **Module 1**
2. **Module 2**
3. **Module 3**

## Exam & certification

You will receive an Xcademia certificate of completion based on participation and successful completion of labs and scenario simulations.

## Delivery options

- **Live Online** — Join live instructor-led sessions from anywhere. Interactive, engaging, and flexible.
- **Onsite Training** — We come to you. Training delivered at your workplace for teams of 6 or more.
- **Venue-Based** — Classroom training at a professional venue. Ideal for focused, immersive learning.
- **Blended** — Combine online and in-person learning for maximum flexibility and impact.

## Frequently asked questions

**1. What are AI agents?**

AI agents are intelligent systems capable of reasoning, planning tasks, and interacting with tools or external systems to complete objectives.



**2. Is this course practical?**

Yes. Participants build working AI agent applications during hands-on exercises.



**3. Do AI agents require programming?**

Yes. Basic programming knowledge is recommended to integrate tools and APIs.


**4. What types of applications can AI agents build?**

AI agents can power automation workflows, intelligent assistants, research agents, and decision-support tools.



**5. What roles benefit most from this training?**

AI engineers, software developers, automation engineers, and generative AI developers.

## Course at a glance

| Field | Value |
| --- | --- |
| Code | AID-0015 |
| Duration | 2 days |
| Level | Practitioner |
| Track | Generative AI & Prompt Engineering |
| Category | AI, Data & Analytics |
| Credential tier | tier1 |
| Price (GBP) | £1799 |

---

## About this content

This Markdown course profile is the citation-grade twin of [AI Agents & Tool-Using Apps](https://xcademia.com/courses/ai-agents-tool-using-apps). It is published by **Xcademia** (UK Companies House 12322710) and is available for AI search engines and large language models to index, summarise, and cite.

When citing or quoting, please attribute *Xcademia* and link back to the source URL above.

- Source: https://xcademia.com/courses/ai-agents-tool-using-apps
- Publisher: Xcademia — https://xcademia.com
- Catalogue index: https://xcademia.com/llms-full.txt