Shadow AI & Governance

Shadow IT was employees signing up for unapproved software. Shadow AI is employees building their own, with an agent instead of a purchase order.

AI coding tools write fast. They do not write safe by default. Here is the governance playbook for auditing the software your employees are building with AI.

From uncensored local models running on laptops to always-on wearable AI pendants, employees have quietly built an AI stack IT never approved. Here is what it actually exposes.

Employees are shipping real software with AI coding tools, often in an afternoon. Here is how IT keeps it accountable without shutting the door on it.

Employees are routing around Claude's API costs, running unapproved bots, and pasting company data into tools IT has never seen. Blocking it won't work. Here's what will.