Student talents – Unique recruiting & employer branding opportunities
We offer hackathons and data challenges, as well as collaborations for final theses. We also provide keynote speeches at our lectures.
Selected Data Challenges
Every semester, we offer the advanced seminar “Data Analytics in Applications”. In this seminar, master students with excellent programming skills and expertise in AI work in groups on a real-world use case provided by the KI-Lab partners, resulting in ready-to-use applications.

Location recommendation and demand prediction for charging stations
Objective: Identification of locations for ultra-fast chargers based on usage forecasts.

Prediction of the power consumption of a plant
Objective: Improving the prediction of a facility’s power consumption.

Predicting leads based on cookie data
Objective: Predict whether a website visitor will become a potential customner(lead) and thus reduce the cost of customer retention and marketing expenditure.

Product demand forecasting to optimize S&OP planning
Objective: Predict future market demand for >900 products for the next 18 months.

Location recommendation and demand prediction for charging stations
Objective: Identification of locations for ultra-fast chargers based on usage forecasts.

Prediction of the power consumption of a plant
Objective: Improving the prediction of a facility’s power consumption.

Predicting leads based on cookie data
Objective: Predict whether a website visitor will become a potential customner(lead) and thus reduce the cost of customer retention and marketing expenditure.

Product demand forecasting to optimize sales & operations planning
Objective: Predict future market demand for >900 products for the next 18 months.
Best practice sharing – Continous learning & collaboration opportunities
Our partners benefit from best-practice transfer across industries and academia through workshops, webinars and startup matchmaking.

AI use cases in production


Smart products for end-customers


AI enabled digital services


Data & AI platforms for efficiency and sustainability


AI Innovation ecosystem


Data as an enabler for AI and analytics


AI in Production


Smart products for end-customers


AI enabled digital services


Data & AI platforms for efficiency and sustainability


Data as an enabler for AI and analytics


AI Innovation ecosystem

Sprint projects – Customized guidance & expert support
We provide individual expert support and tailored sprint projects for our partners based on their current Data, Analytics & AI maturity.

From vision to implementation:
Development of a group-wide Gen.AI roadmap

From ideas to value: Advancing Data, Analytics & AI use case management

Creating the initial spark for Data, Analytics & AI by implementing Copilot use cases

Leveraging Gen.AI potentials in software engineering

Development of a group-wide Gen.AI roadmap

Advancements of DAta, Anaytics & AI use case management

Leveraging Gen.AI potentials in software engineering

Customer Live Score
Building a process satisfaction prediction model for claims management using process mining and machine learning

Product mining for product-portfolio leanification
Framework development

Evaluating Post-hoc Explainable
AI Methods for validation in Automated Noise Detection
Research for practice - Engage & benefit from the latest research on AI
Our partners benefit from a knowledge platform and use case library and can actively participate in research projects.

BA Value
Decision models for BA projects

BA Success
BA implementation concept

resProKI
Resilient Production System with AI

AIMOB
AI in the Make or Buy Process

FlyNet
Network structures for Industry 4.0

Smart.Office
Intelligent Energy Management

BigData
Analysis of Big Data-based business models

GenAIsis
Generative AI implementation concept

BA Value
Decision models for BA projects

BA Success
BA implementation concept

resProKI
Resilient Production System with AI

AIMOB
AI in the Make or Buy Process

FlyNet
Establishing network structures for Industry 4.0

Smart.Office
Intelligent Energy Management

BigData
Analysis of Big Data-based business models

GenAIsis
Generative AI implementation concept