Something happened in Switzerland in mid-November that hardly anyone expected in this form: The country's data protection commissioners passed a clear, almost historic resolution. The message behind it is simple - and at the same time highly controversial: public authorities should no longer outsource their most sensitive data to international cloud services such as Microsoft 365 without hesitation. Why is that?
Databases
Articles about databases in business. Topics include structure, organization, administration and the use of databases for efficient business processes.
LoRA training: How FileMaker 2025 simplifies the fine-tuning of large language models
The world of artificial intelligence is on the move. New models, new methods and, above all, new possibilities are emerging on an almost weekly basis - and yet one thing remains constant: not every technical innovation automatically leads to a better everyday life. Many things remain experimental, complex or simply too costly for productive use. This is particularly evident in the so-called fine-tuning of large language models - a method of specializing generative AI to its own content, terms and tonalities.
I have accompanied this process intensively over the last few months - first in the classic form, with Python, terminal, error messages and nerve-wracking setup loops. And then: with FileMaker 2025. A step that surprised me - because it wasn't loud, but clear. And because it showed that there is another way.
Electronic invoices for SMEs: XRechnung, ZUGFeRD and ERP at a glance
Germany did not invent the e-invoice overnight - it is the result of years of standardization work (EN 16931), federal and state regulations (B2G) and now, via the Growth Opportunities Act, the gradual expansion into everyday B2B life. Since January 1, 2025, a new legal situation has applied: an "electronic invoice" is only an e-invoice if it is structured and machine-readable - pure PDF attachments by email are no longer an e-invoice according to the definition. This sounds technical, but has operational consequences from invoice receipt to accounting and archiving.
How AI specialists can be trained today - opportunities for companies and trainees
Just a few years ago, artificial intelligence was a topic for research institutes and large corporations. People talked about neural networks, deep learning and speech recognition - but it hardly played a role in everyday life. Today, AI is no longer a topic for the future, but a reality: it writes texts, creates images, analyzes data and controls production processes. Whether in administration, trade or industry - it can now be found everywhere.
FileMaker Conference 2025: AI, community and an unexpected incident
The FileMaker Conference 2025 in Hamburg is over - and it was a special milestone in many respects. Not only because this year's conference focused on many topics related to artificial intelligence, performance and modern workflows - but also because the personal exchange and the "family atmosphere" of the FileMaker community once again came into its own. For me personally, it was an intensive, inspiring and all-round enriching time - right from the very first evening.
Integration of MLX in FileMaker 2025: Local AI as the new standard
While MLX originally started as an experimental framework from Apple Research, a quiet but significant development has taken place in recent months: With the release of FileMaker 2025, Claris has firmly integrated MLX into the server as a native AI infrastructure for Apple Silicon. This means that anyone working with a Mac and relying on Apple Silicon can not only run MLX models locally, but also use them directly in FileMaker - with native functions, without any intermediate layers.
Why ERP software alone is not enough - and how to really understand processes
In many companies, it always follows the same pattern: at some point, management realizes that "something is no longer running smoothly". Perhaps processes have become too slow, errors are accumulating, or the company is increasingly losing track of figures, customers or internal processes. The call for a new software solution becomes loud - preferably a modern, powerful ERP software that "can do everything". But this is often where a fatal fallacy begins.
RAG with Ollama and Qdrant as a universal search engine for own data
In an increasingly confusing world of information, it is becoming more and more important to make your own databases searchable in a targeted manner - not via classic full-text searches, but through semantically relevant answers. This is exactly where the principle of the RAG database comes into play - an AI-supported search solution consisting of two central components: