We did not start yesterday
The background
Today’s AI tools did not appear out of nowhere. What is behind them, in order: game development, telecommunications, retail systems, enterprise software, industrial image processing and machine vision, then simulation and defence R&D. These are not references from a CV: the method of our work today comes from there.
The industrial and defence background is relevant because there, logged and verifiable operation is not an extra but a baseline requirement. That is what you see again today in our machine gate row and in the audit log.
What is running today
A two-year research and development project, in a consortium. A weekly professional newsletter since 2026, without a gap. And the seven public tools the method is made of.
Where this matters
If documentation, logged operation and on-prem capability are decision criteria for you, this is worth a conversation. Our infrastructure is on-prem capable, and the model layer is replaceable.