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

Prediction of Quality Issues

In this project, we developed a machine learning algorithm that identifies emerging quality issues in the field and prioritizes them by importance.

Quality Analytics
Automotive
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Prediction of Quality Issues
Retail & Consumer

Anomaly Detection in Retail Data

To ensure optimal data quality, we developed a model for our retail client that automatically detects and corrects unusual data points in sales data.

Anomaly Detection
Retail & Consumer
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Anomaly Detection in Retail Data
Energy

Load Forecasting with Deep Learning

For our client, we developed and validated a deep learning model to forecast daily electricity consumption in various control areas in Germany.

Forecasting
Energy
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Load Forecasting with Deep Learning
Telecom

Identification of Bot Calls

In this project, we developed a machine learning model for our client to identify automated bot calls used to detect telecommunications routes to Europe.

Fraud Detection
Telecom
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Identification of Bot Calls
Retail & Consumer

Sales Forecasting in Retail

In this proof of concept, we developed a statistical forecasting model for a client in the retail sector to predict sold units at the merchandise group level.

Forecasting
Retail & Consumer
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Sales Forecasting in Retail
Finance

Event Study of Stock Portfolios

In this project, we conducted a comprehensive event study in R based on historical stock time series and a selection of predefined market-relevant events.

Other
Finance
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Event Study of Stock Portfolios
Automotive

Sales Forecasting Automotive

In this project, we developed a machine learning model for car sales forecasting at both the overall and type-class levels for an international automotive corporation and implemented it into the client's IT infrastructure.

Forecasting
Automotive
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Sales Forecasting Automotive
Retail & Consumer

Pricing Analytics in Retail

In this project, we supported an international retail corporation in the introduction of pricing analytics, both methodically and operationally, over a period of more than a year.

Pricing Analytics
Retail & Consumer
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Pricing Analytics in Retail
Automotive

Customer Segmentation Automotive

In this project, we developed a statistical model for customer segmentation based on panel survey data from our client, which specifically groups and analyzes customers with similar needs.

Customer Analytics
Automotive
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Customer Segmentation Automotive
Telecom

Data Science Workshop Telecommunications

In this project, we planned and conducted a three-day data science workshop for an international client in the telecommunications sector.

Training
Telecom
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Data Science Workshop Telecommunications
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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