In Part 1 (Understanding AI Agents, Agentic AI, and Multi-Agent Systems), we introduced what AI agents are and why they matter for small and medium-sized enterprises (SMEs). In this post, we go one level deeper and explore how AI agents actually work — technically and practically — using three fundamental components: memory, instructions, and tools.

Dennis Hagers

4 min read

AI Agents are one of the most exciting developments in automation and AI for businesses in 2025. But for many business owners, terms like 'agentic AI' or 'multi-agent systems' still sound like buzzwords.

Dennis Hagers

7 min read