When AI just shows up.

Our guides on the organizational reality of AI. No product promises, no instructions. Just observations that help you make sense of your own situation.

Why AI Is Not an IT Project

AI usually ends up in the IT department. But AI changes work, not infrastructure. This guide explains why AI is an organizational challenge.

The EU AI Act in Practice

The EU AI Act is often reduced to risk categories. This guide explains its organizational implications: documentation, accountability, and traceability.

Too Many AI Tools in the Organization

Ten departments, ten AI tools. This guide explains how tool sprawl develops, why it’s dangerous, and what actually helps.

AI as Shadow IT

Employees use AI tools without approval. This guide explains why AI is the new shadow IT and why bans do not solve the problem.

ChatGPT in the Workplace

Employees are already using ChatGPT. This guide describes what that means organizationally and why ignoring it is riskier than regulating it.