A focused AI automation costs €5,000–€30,000 in year one. A European hire costs €53,000+ before sick days. Here is the workflow-by-workflow framework for making the call.
Framework Application
A hands-on comparison of n8n, Make, and custom Python/Node scripts for AI workflow automation, with a real client example and a decision matrix to pick fast.
Most no-code AI automation stacks fail not because of the tools but because of missing architecture. Here is the three-layer framework that fixes it.
Felix built an n8n invoice classifier two ways: agentic with Gemini and deterministic with easybits Extractor. The deterministic version won on four concrete grounds.
Automation tools get you 80% of the way fast. Here are the three architectural limits where they stop working and what to build instead.
A 25-year technology leader shares the framework he's using to move AI from pilot chaos to enterprise scale, including which projects to start with and why 95% fail.
