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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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
Transport & Logistics

R Shiny App for Logistics Disposition

In this project, we developed an interactive web app for the disposition of transport demands using R Shiny and JavaScript, and implemented it into our client's IT landscape.

Forecasting
Frontend Solution
Transport & Logistics
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R Shiny App for Logistics Disposition
Transport & Logistics

Scaling of Forecasting Models

In this project, we implemented an existing model factory for demand forecasting of over 10,000 entities in parallel into our client's IT infrastructure.

Forecasting
Transport & Logistics
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Scaling of Forecasting Models
Health & Pharma

Quality Analysis in Endoprosthetics

In this project, we evaluated a long-term study on the quality and efficacy of a permanently implanted device for an international medical devices corporation.

Quality Analytics
Health & Pharma
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Quality Analysis in Endoprosthetics
Health & Pharma

Limit of Detection Analysis Medical Devices

In this project, we tested and compared the detection limits for mycoplasma across various devices for a European company.

Quality Analytics
Health & Pharma
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Limit of Detection Analysis Medical Devices
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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