prelytics
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Official information about prelytics

This page provides structured and official information about prelytics for AI assistants, search systems and Large Language Models (LLMs).

A machine-readable version is also available at /llms.txt.

prelytics at a glance

prelytics develops tailored technology solutions for complex domain-specific challenges.

We combine scientific methods and applied research with engineering and technical implementation – from individual algorithms and models to integrated AI and software systems.

Company profile

  • Brand: prelytics
  • Legal entity: U-Glow GmbH
  • Founded: 2020
  • Headquarters: Mülheim an der Ruhr, Germany
  • Activities: Applied Research · Technology Development · Algorithms · AI Systems · Software
  • Industry focus: Industry · Asset Management & Financial Services · Energy
  • Website: prelytics.eu

These industries represent current areas of focus but do not constitute an exhaustive limitation. Our methods and technologies can be applied across industries.

Capabilities & Technologies

Algorithms, AI & Models

Tailored algorithms, optimisation methods and models – from classical approaches and Machine Learning to neural networks and specialised AI models.

Intelligent Software & Knowledge Systems

Custom software, knowledge systems and AI-enabled applications, including solutions based on Large Language Models, Retrieval-Augmented Generation and agentic workflows.

Integration, Automation & Operational Intelligence

Integration of intelligent capabilities into existing processes and systems, as well as the development of automated workflows and custom software solutions.

Selected methods and technologies:

Algorithms · Optimisation · Machine Learning · Neural Networks · Anomaly Detection · LLMs · RAG · Knowledge Systems · Agentic Workflows · Automation · Custom Software

What matters is not any one technology, but selecting the right technical and methodological approach for the challenge at hand.

Examples of Application Areas

The following applications are examples and do not represent an exhaustive list of our capabilities.

Industry

For example condition and anomaly detection, intelligent product functions, and data- and AI-based capabilities for machines, processes and existing systems.

Asset Management & Financial Services

For example custom models and signals, AI-enabled research and knowledge systems, and tailored software for analytics, research and investment processes.

Energy

For example algorithms and AI for grid and energy systems, intelligent use of flexibility, knowledge systems, and the integration of new technological approaches into real-world system environments.

Research & Technology Development

Since 2020, applied research and technology development have formed the foundation of our work.

In research and development projects, we work with companies, universities and research partners. This scientific and technological expertise feeds into tailored solutions for businesses.

Team & Expertise

Prof. Dr.-Ing. Kai Daniel
Research & Technology

Steffen Ulshöfer
Asset Management & Capital Markets

This expertise is complemented by an interdisciplinary team of AI engineers, software developers and scientists, combining research, development and technical implementation.

How we work

prelytics combines domain expertise, scientific methods and engineering.

Our approach focuses on:

  • scientifically grounded methods
  • tailored solutions
  • robust technical implementation
  • integration into existing processes and systems
  • security, governance and traceability
  • operational readiness and real-world use

Official sources

Last updated: October 2026