Blog

In unserem Blog teilen wir unser Fachwissen, diskutieren innovative Ideen und geben Einblicke in unser Unternehmen. Die Artikel erscheinen in der jeweiligen Originalsprache.

Tackling Bad Data Quality

Technology

Tackling Bad Data Quality

27. Aug. 2024

Many organizations grapple with poor data quality, which can undermine everything from analytics to machine learning. The solution?

The Backbone of Custom AI Models: Solid Data Architectures

Technology

The Backbone of Custom AI Models: Solid Data Architectures

7. Sept. 2023

AI models perform best when trained on problem specific data sets. Data architectures on the other hand allow to ingest, store and process data on a large scale. Thus, without a solid data architecture it is almost impossible to train custom AI models.

An On-Premises, Open Source, ML Platform.

Technology

An On-Premises, Open Source, ML Platform.

17. Aug. 2021

Some of our customers can’t or don’t want to use the cloud for various reasons. For these cases we propose on-prem solutions which make heavy use of various open source technologies.

How To Fine-Tune Your LLM

Technology

How To Fine-Tune Your LLM

5. Sept. 2024

Is fine-tuning a better fit for your use case than Retrieval-Augmented Generation (RAG)? It might be! Let’s dive into some popular methods for fine-tuning large language models (LLMs).

How to Evaluate RAG Systems

Process & Projects

How to Evaluate RAG Systems

3. Sept. 2024

Deploying Retrieval-Augmented Generation (RAG) systems without proper evaluation will lead to unpredictable outcomes and missed opportunities for improvement.

Why AI Initiatives Fail

Process & Projects

Why AI Initiatives Fail

18. Juli 2024

Throughout my career, I’ve witnessed numerous AI initiatives fail. Here are some key reasons why.