
How to Stop Shadow AI From Leaking Finance Data
70% of public servants use AI outside approved channels. For finance teams handling taxpayer data, that creates measurable breach risk.

70% of public servants use AI outside approved channels. For finance teams handling taxpayer data, that creates measurable breach risk.

What is AI model distillation? A plain breakdown of how it works, where teams use it, and why AI companies block its abuse.

Most teams govern every AI agent the same way. The agentic AI autonomy spectrum shows why each autonomy level needs different controls.

Explore prompt injection examples across direct attacks, indirect attacks, and agentic AI systems, plus the controls that reduce the risk.

Shadow AI usage occurs when organisations demand productivity, restrict AI tools, and skip training, governance, and risk management.

Agentic AI templates promise speed, but often deliver inherited debt. Here’s what workflow inheritance really costs—and what the maintenance phase will demand.