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Governance & control

How access, evidence, approvals and architecture keep AI accountable.

Articles

3 articles

8 April 2026/Governance & control/5 min read

Your Data Is Not Safe Just Because the AI Runs Locally

Keeping the model on your own server solves one narrow risk. Most data leaks happen elsewhere in the workflow.

25 February 2026/Governance & control/5 min read

Will AI Leak My Company's Secrets to a Competitor?

The bigger risk is rarely a model remembering your data. It is a system handing the model information it should never have seen.

14 January 2026/Governance & control/5 min read

Good Procurement AI Should Make Some Approvals Harder

The goal is not to remove friction from every decision. It is to put friction where risk and uncertainty actually live.

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