The blog · one idea a month

Notes on AI, operations and B2B distribution.

What we learn building AI blocks with distributors in production. Real cases, technical decisions and operations essays — no hand-waving.

Why adding a layer of AI on top of your ERP beats replacing the system: less risk, live in weeks, and built on the data you already have.

What an AI-run operational diagnostic is, how it surfaces invisible inefficiencies, and how it turns the team's own voice into a prioritized roadmap.

How to use technology to create operational efficiency without losing the human focus. A guide to AI as a strategic enabler.