Notes on systems that work.
Practical writing on automation, AI, and design for businesses that run on complex operations.
- automation integration
Do you have to replace your software to automate it?
No — most integration problems don't need a new platform. A bidirectional sync between an optical lab system and SAP Business One, built with zero changes to either platform, shows what "layer on top" actually looks like.
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How long does an AI automation project take?
Most well-scoped AI automation projects ship in about four weeks. Here's what actually drives the timeline — and why "it depends" usually means the scope isn't clear yet.
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