Case Studies

Discover exciting insights into our successful data and AI projects. Learn how we have overcome complex challenges — and be inspired to achieve your own goals!

Anomaly Detection
Computer Vision
Customer Analytics
Data Engineering
Deep Learning
Explainable AI
Forecasting
Fraud Detection
Frontend Solution
GenAI
MLOps
NLP
Other
Predictive Maintenance
Pricing Analytics
Quality Analytics
Recommendation Systems
Strategy
Training
Automotive
Aviation
Energy
Finance
Health & Pharma
Industry
Insurance
Other
Retail & Consumer
Telecom
Transport & Logistics
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Other

Tagging with the help of Deep Learning

For the Städel Museum in Frankfurt, we developed a deep learning model that predicts tags for artworks.

Computer Vision
Explainable AI
Other
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Tagging with the help of Deep Learning
Automotive

Discount Optimization

The project focused on the data-driven optimization of distributing discount budgets across individual vehicles for targeted inventory management.

Pricing Analytics
Automotive
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Discount Optimization
Retail & Consumer

Recommender System in E-commerce

To enhance the user experience in the online shop justDrink, we developed a recommender system for Feldschlösschen AG, the largest brewery and beverage retailer in Switzerland, which recommends relevant products to customers based on their shopping cart.

Recommendation Systems
Retail & Consumer
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Recommender System in E-commerce
Automotive

Time Series Forecasting Engine

In this project, we collaborated with our client to develop and implement a forecasting engine for arbitrary time series data.

Explainable AI
Forecasting
Automotive
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Time Series Forecasting Engine
Other

Social Media recruiting with NLP

As part of the project, a system for the automatic identification of candidates for job postings was implemented and extended to generate job postings.

NLP
Other
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Social Media recruiting with NLP
Telecom

Anomaly Detection in VoIP Networks

In this project, we developed a fully automated near-time detection of anomalies in VoIP time series data.

Anomaly Detection
Telecom
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Anomaly Detection in VoIP Networks
Aviation

Market Segmentation in Aviation

In this project, we calculated market-specific price elasticities using a novel methodological approach to achieve a stronger differentiation of various customer segments.

Pricing Analytics
Aviation
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Market Segmentation in Aviation
Automotive

Prediction of Investment Costs

In this project, we developed a machine learning model for our client to predict annual costs and the timing of expected payments for investment projects.

Forecasting
Automotive
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Prediction of Investment Costs
Health & Pharma

Data Product Operationalization

In this project, we developed various deployment scenarios for an existing forecasting model of our client.

MLOps
Health & Pharma
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Data Product Operationalization
Finance

Data Science Platform Strategy

In this project, we developed and evaluated different scenarios for a data science platform in the banking environment.

Strategy
Finance
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Data Science Platform Strategy
About us

Your partner for the digital future. Learn what sets us apart.

statworx is one of the leading consulting and development companies for data and AI in the DACH region. We are more than just a service provider – we are your partner for the entire AI transformation. We consult, we develop, we provide further training – for more than 10 years, in over 1.000 Data & AI projects, and for over 100 clients from almost all industries. Our experts understand which tech trends truly enhance your business.

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