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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Automotive

Forecast of Residual Value for Leased Vehicles

Together with our customer, an international automotive group, we developed a tool for predicting residual values of leased vehicles in this project.

Forecasting
Automotive
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Forecast of Residual Value for Leased Vehicles
Other

Prediction of Online Upselling

In this project, we developed a model capable of predicting users' affinity for a specific online product with high probability.

Customer Analytics
Other
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Prediction of Online Upselling
Insurance

Prediction of Customer Churn

In this project, we developed a model based on historical customer data to predict customer churn and identify its influencing factors.

Customer Analytics
Insurance
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Prediction of Customer Churn
Insurance

Upselling of Insurance Policies

As part of an annual upselling campaign, we collaborated with our client to develop a model for predicting product-affine customers. The model was subsequently used to optimize customer selection.

Customer Analytics
Insurance
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Upselling of Insurance Policies
Transport & Logistics

Dynamic Pricing in Aviation

In close collaboration with our client, we reviewed and optimized a newly developed model for calculating price elasticities in this project.

Pricing Analytics
Transport & Logistics
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Dynamic Pricing in Aviation
Retail & Consumer

Optimization of Retail Disposition

In this exciting project, we developed a model-based correction mechanism to prevent abnormal ordering processes during the Christmas season.

Forecasting
Retail & Consumer
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Optimization of Retail Disposition
Transport & Logistics

Demand Forecasting Logistics

In this project, we developed a machine learning model factory for forecasting customer demand in the B2B sector and implemented it into the client's IT infrastructure.

Forecasting
Transport & Logistics
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Demand Forecasting Logistics
Retail & Consumer

Sales Forecasting with Deep Learning

In this exciting project, we developed a sales forecasting engine based on deep learning models to predict the expected sales for the next three months.

Forecasting
Retail & Consumer
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Sales Forecasting with Deep Learning
Retail & Consumer

Price Elasticities in Retail

In this project, we collaborated with our client to develop a method for estimating store-specific price elasticities and influencing factors.

Pricing Analytics
Retail & Consumer
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Price Elasticities in Retail
Transport & Logistics

Predictive Steering in the Aviation Industry

To assess future risks in an airline's operations, we worked with the client to develop an application that uses machine learning to provide predictive guidance for operations.

Forecasting
Transport & Logistics
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Predictive Steering in the Aviation Industry
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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