Blog

Welcome to our blog, where we share our expertise, explore innovative ideas, and give you a glimpse into who we are. Please note, articles are available in their original language.

Tackling Bad Data Quality

Technology

Tackling Bad Data Quality

Aug 27, 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

Sep 7, 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.

Aug 17, 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

Sep 5, 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

Sep 3, 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

Jul 18, 2024

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