Insights & Ideas
Explore our thoughts on AI, machine learning, software development, and the future of technology. Stay updated with the latest trends and best practices.
AI AutomationIt's not always an AI Agent You Need: AI Agents vs. Process Automation
AI agents are powerful but they are not always the right tool. In many production systems, a simple, deterministic automation pipeline with a well-designed LLM prompt outperforms complex agent architectures in reliability, cost, and maintainability. This article explores when agents truly make sense and when simplicity is the smarter architectural choice.

Welcome to the Blog!
OHCM is an AI consultancy based in Rotterdam, focused on building practical, production-ready AI systems. On this blog we share insights, deep dives, tutorials, and real-world experiences from working with machine learning, LLMs, and intelligent agents.