by Dominik Lange | Sep 22, 2026 | Use Cases
Few areas seem as well suited to AI support at first glance as HR work. Job postings, application processes, references, onboarding plans, works agreements, answering recurring employee questions – all of this is text work with a high degree of repetition. And few...
by Dominik Lange | Sep 22, 2026 | Technology & Integration
When AI safety in a company comes up, the conversation is usually about whether data leaves the building. That’s a fair question. It just isn’t the one that trips projects up in practice. The typical incident looks different, and it happens inside your own...
by Dominik Lange | Sep 22, 2026 | Use Cases
There’s a task that eats up time in almost every mid-sized company, yet almost no one tackles it systematically: putting together proposals and responding to tenders. The process looks similar everywhere. Someone remembers that “something like this” came up a...
by Dominik Lange | Sep 22, 2026 | Use Cases
When a mid-sized company looks for a first AI use case that pays off and hurts no one, invoice processing comes up surprisingly often. The reason is simple: the task is frequent, follows rules, is based on documents – and nobody enjoys doing it. At the same time,...
by Dominik Lange | Sep 22, 2026 | Technology & Integration
When a Mittelstand company is asked where its knowledge actually lives, the answer is astonishingly often: in Microsoft 365. Proposals and project documents in SharePoint, personal work in progress in OneDrive, the coordination around it in Teams, and the actual...
