Blog
Technical perspectives on AI in business settings, with a focus on data control, data protection, local processing, integration, and secure operation.
When several models cluster near the upper ceiling of a benchmark, the test can lose discriminative power.
Putting AI Benchmarks in Context: What They Show - and What They Don’t
Why High Benchmark Scores Do Not Automatically Mean a Model Is Better Suited to a Specific Application
September 10, 2026·9 Minuten Reading time·AI in Business
Partnership with JADE IT
Introducing AI Properly in Companies
June 08, 2026·6 Minuten Reading time·Company
When AI is no longer billed at a flat rate, the cost factor often sits in the background: the more context systems process, the more the budget gets vacuumed up.
The Tokenman Cometh
Why unlimited AI usage is shifting toward token-based billing, and why locally operated AI is becoming more important for companies
May 04, 2026·10 Minuten Reading time·Operations and Costs