Control over AI
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Using AI at work, without the data leaks.

Practical guides and clear-eyed analysis on AI privacy and sensitive data, for the privacy, security, and operations teams helping their people work safely with AI.

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AI governance 9 min read

What is AI governance, and what does it mean for everyday AI use?

For most organisations, AI governance is not about building models but about which AI tools staff use and what has been decided about them.

AI governance is the set of decisions, rules and evidence an organisation uses to handle AI responsibly. For most organisations that is not about building or validating models. It is about the everyday use of existing AI services by employees. The questions that come with it: which tools are actually in use, which are allowed, which have no decision yet, what sensitive information passes through, whether people know the decision at the moment they open a tool and whether you can show afterwards that the policy was applied. That takes figures at organisation level, not monitoring of individuals.
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AI governance 8 min read

What is shadow AI?

Shadow AI is AI use people have taken up on their own, without the organisation deciding on it. How to recognise it, why it happens and what information you need.

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Compliance and AI 10 min read

Is AI literacy mandatory?

Yes, since 2 February 2025. What Article 4 of the AI Act asks after the Digital Omnibus, what fits each role and what it does not require: no certificate or minimum hours.

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AI data leakage 8 min read

Why AI makes things up

Hallucination is not a fault in the system but a property of how it works. And once the invention concerns a real person, it becomes a GDPR question.

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AI governance 6 min read

Shadow AI in financial services

Alongside Copilot, firms are using ChatGPT, transcription services and document-reading tools that nobody has decided on. Why that matters more for a regulated firm and under DORA, and how to keep track of it.

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