Steinbeis-Transferzentrum Data Analytics und Predictive Modelling

News

KI-Café Reutlingen
Events Talk

26 March 2026

AI Café Reutlingen

For the fourth time, students from Reutlingen University and other universities meet to work together on real AI problems from companies, supervised by professors.

KI-unterstützte Prüfungsautomatisierung
Events Talk

10 March 2026

AI-Assisted Audit Automation

How can generative AI automate operational audit activities in a bank's internal audit? A project experience report at the msg for banking trend conference.

auditissimo
Projects Ongoing

6 March 2026

auditissimo

AI-powered internal audit of IRBA rating models — a modular GenAI prototype that guides the entire audit process step by step.

heyprof
Projects Ongoing

1 March 2026

heyprof

AI-powered teaching platform with Socratic tutor, RAG-based context enrichment and multimodal task processing for higher education.

heyprof – Eine KI-gestützte Plattform für die Lehre
Publications Whitepaper

1 March 2026

heyprof – An AI-Powered Platform for Teaching

heyprof is a web-based teaching platform with a context-sensitive AI tutor. At its core is a Socratic dialogue approach that guides students step by step — without providing ready-made solutions.

Webinar: KI im Risikomanagement
Events Webinar

20 February 2026

Webinar: AI in Risk Management

Compact insight into current developments and project experience focusing on the explainability of AI models in the financial industry.

KI-Schulungsreihe TRUMPF
Events Talk

6 February 2026

AI Training Series TRUMPF

Opener of the global internal training series on AI at TRUMPF — from AI fundamentals to practical application scenarios.

Future Smart and AI-Driven Banking
Events Talk

18 September 2025

Future Smart and AI-Driven Banking

Keynote for approximately 200 participants at the msg for banking Risk Management and Reporting User Conference.

AI Keynote Roto Frank Holding AG
Events Talk

15 September 2025

AI Keynote Roto Frank Holding AG

Keynote for Roto Frank Holding AG's worldwide AI training series. Key message: AI represents the most important industrial revolution in years.

Handelsblatt-Konferenz AI in Banking
Events Talk

3 September 2025

Handelsblatt-Konferenz AI in Banking

How can AI support risk management decisions today and in the future? Talk on AI decisions in risk management.

Erstes KI-Cafe Reutlingen
Events Talk

24 July 2025

First AI Café Reutlingen

The AI Café brings together business practice, academia and AI expertise — creating actionable solutions for concrete challenges.

Auditierung und Monitoring von KI
Events Talk

8 July 2025

Auditing and Monitoring of AI

AI methods in the banking and financial services industry — from simple regression models to generative AI.

Podiumsdiskussion IT Summit KfW
Events Talk

26 June 2025

Panel Discussion IT Summit KfW

Panel discussion "Future smart and AI-driven Banking" with bank representatives on current and future developments in the use of AI in banking.

KI-Nacht Gymnasium Rutesheim
Events Talk

5 June 2025

AI Night Gymnasium Rutesheim

How does ChatGPT work? How can self-attention in the transformer model be explained intuitively? How are job profiles changing due to AI?

Podcast BanKIng³
Events Podcast

1 June 2025

Podcast BanKIng³

Three generations, one vision — podcast on AI in banking by msg for banking.

NXT nAIght Hochschule Reutlingen
Events Talk

27 March 2025

NXT nAIght Reutlingen University

How do large language models work? What does the AI future hold and where are the limits? How can I effectively use AI in my studies?

Webinar: KI im Risikomanagement
Events Webinar

4 October 2024

Webinar: AI in Risk Management

Insight into current developments on the explainability of AI models. Implications for bank management, risk management and credit decisions.

RSU Fachkonferenz Risikoimpulse
Events Talk

2 October 2024

RSU Conference Risikoimpulse

Keynote on the future of work in risk management and panel discussion on AI in risk management, Frankfurt.

Keynote beim vdp
Events Talk

26 September 2024

Keynote at the vdp

Keynote on "Artificial Intelligence in the Financial Industry" at the Association of German Pfandbrief Banks.

Webinar: KI im Risikomanagement
Events Webinar

18 June 2024

Webinar: AI in Risk Management

Compact insight into current developments and project experience focusing on the explainability of AI models in the financial industry.

KI und neuronale Netze — ein Blick in die Blackbox
Events Webinar

10 June 2024

AI and Neural Networks — A Look Inside the Black Box

Using neural networks as an example, learn how machine learning works. Including live demo: how is a neural network trained?

ESB nAIght
Events Talk

25 March 2024

ESB nAIght

How does AI create value in companies? Speakers from business and academia share insights and experiences.

Partielle Verwendung des IRBA
Publications Journal Article

1 October 2023

Partial Use of the IRBA

Analysis of regulatory and economic implications of partial use of the Internal Ratings-Based Approach for capital calculation at banks.

LBBW Führungskräfte-Seminar KI
Events Seminar

14 September 2023

LBBW Executive Seminar AI

Seminar on artificial intelligence and machine learning for executives of the Group Internal Audit at Landesbank Baden-Württemberg.

Machine Learning für IRBA-Ratingverfahren
Publications Blog Post

1 August 2023

Machine Learning for IRBA Rating Models

What role can machine learning play in developing and calibrating IRBA rating models? A practice-oriented overview of current ML methods.

Eigenkapitalentlastung durch den IRBA
Publications Journal Article

1 June 2023

Capital Relief Through the IRBA

Examination of opportunities for capital relief through the strategic use of the Internal Ratings-Based Approach — with concrete recommendations for banks.

KI-Webanwendung zur Handschrifterkennung
Publications Press Article

1 June 2023

AI Web Application for Handwriting Recognition

Tilo Gockel reports in c't Fotografie on the web application for handwriting recognition based on neural networks — developed at the Steinbeis Transfer Centre.

KI in der Logistik
Events Seminar

16 March 2023

AI in Logistics

Seminar for executives from warehouse, logistics, supply chain management and controlling: improving logistics performance with AI and machine learning.

Data Science in der Internen Revision
Events Seminar

3 March 2023

Data Science in Internal Audit

Seminar on data-driven auditing and machine learning for the Group Internal Audit at Landesbank Baden-Württemberg.

Interpretierbarkeit von Machine-Learning-Modellen
Publications Journal Article

1 October 2021

Interpretability of Machine Learning Models

Structured overview of current methods for explainability of ML models in credit risk management and evaluation of their practical use in banking.

ML-Benchmarking für Ratingverfahren
Publications Journal Article

1 December 2018

ML Benchmarking for Rating Models

Systematic benchmark study: machine learning methods compared to classical statistical methods for developing rating models in the banking sector.