Copilot Lives in Office. What Would a Replacement Need?
"Integrated" means four things: where the button sits, the data, the permissions and the operation. A replacement only has to cover the parts people actually use. Where to ask, you can look up.
Tag: mittelstand
What Switching AI Solutions Really Costs
The simple switching calculation compares a price per user with a price per token. Those are two different things. An honest calculation has five cost blocks and no fixed saving.
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.
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.
Copilot: What the Admin Center Shows
Prompts, active days, and estimated hours can inform a license decision. Each number needs context: what was recorded, and what was calculated from a formula?
