Measuring AI Usage Without Sidelining the Works Council
Which paid AI accounts are being used? Before evaluating usage, check data access, existing works agreements, and any agreement still needed. A sequence for IT and management in Germany.
Articles
Data and responsibility
Where data is processed and what matters when managing access and checking model responses.
Good starting point
Residency Is Not Jurisdiction
Data "stored in the EU" sounds like protection from US access. It is not, automatically. What the CLOUD Act and FISA 702 mean, and when it matters for your company.
All posts on this topic
Is an AI Model from China a Problem?
The question hides three different questions: where the data goes, how the model behaves, and what the company allows. Only the first one is settled by where the model runs.
Data Classification: Why Fixed Access Tiers Beat Prompt Filters
An AI system that scans every prompt for sensitive content is betting on detection. A system that fixes access rights beforehand needs no detection at all. Why the difference matters for an AI data-path review.
What Happens When Your AI Vendor Disappears
An AI vendor can disappear no matter how big it was. Three questions decide whether that means a migration for your company or a rebuild from zero, and they belong before the contract, not after.
Why ChatGPT Does Not Know Your Company Knowledge
ChatGPT knows a lot about the world. About your company, it knows nothing. Here is how to make internal knowledge accessible to AI.
Adopting AI Without an In-House IT Department
Most mid-sized companies have no ML specialists on staff. That is not an obstacle to AI projects, as long as the approach is right.
