Data Science Services

Transforming into a data-driven company poses many challenges. With our AI, machine learning, and data science services, we help you use your data for your company optimally.

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Data science services from a single source

Data science services for a data-based and digital future

AI, machine learning, and data science open up numerous opportunities. We help you to seize these opportunities for your company. Together, we use data and technology to develop new business models, optimize processes, and improve your products or services. And during the process, we assist you throughout the entire data science workflow.

We develop strategic matters, develop customized data science solutions, and train your team alongside you. With our data science services, we provide you with holistic support on your way towards a digital future.

Our services

AI Consulting

Our consulting services focus on both technical and methodological skills, data literacy, and data culture, utilizing interactive and inspiring learning methods. We provide training for beginners, specialists, and executives.

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AI Starter Offerings

Are you just beginning your data and AI journey? We offer various workshops, training sessions, and ready-to-use AI solutions that are perfect for taking the first steps with data science and AI.

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AI Trainings

Whether technical or methodological skills, data literacy, or data culture - our formats rely on interactive and inspiring learning methods. We train beginners, specialists, and executives.

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Our strength

statworx is one of the leading consulting and development companies for data & AI in the German-speaking region.

Our ecosystem enables a holistic view of data & AI.

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We focus intensively on the interfaces between people, economy, society, environment, and AI technology.

Sebastian Heinz

Founder and CEO statworx

Our spotlight topics at a glance:

Agentic AI

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AI Act Compliance Solution

CustomGPT Chatbot

AI Strategy Whitepaper

Generative AI

Customer Service Automation

Tools, Partner & Technology

10+

years of experience in Data Science, ML, and AI

100+

clients from 10 industries and growing

85+

experts from more than 17 fields of study

1,000+

successfully implemented Data and AI projects

Successfully implemented projects

Forecasting

Optimized Liquidity thanks to Forecasting Engine

Inaccurate liquidity forecasts hampered the creation of effective financial strategies for our client. Our forecasting engine, which generates predictions for a variety of liquidity time series, significantly increases the accuracy and speed of forecasts, enabling substantial cost savings.

Case study

NLP
Training

LLM Workshop and Inhouse Data Analysis for Experts

Our client wanted to train their data experts in a hands-on workshop to gain a deeper understanding of modern LLMs and their potential applications on company-owned data.

Case study

Other
Customer Analytics

Prediction of Online Upselling

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

Case study

Insurance
Customer Analytics

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.

Case study

Insurance
Customer Analytics

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.

Case study

Transport & Logistics
Pricing Analytics

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.

Case study

Retail & Consumer
Forecasting

Optimization of Retail Disposition

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

Case study

Transport & Logistics
Forecasting

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.

Case study

Retail & Consumer
Forecasting

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.

Case study

Retail & Consumer
Pricing Analytics

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.

Case study

Transport & Logistics
Forecasting

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.

Case study

Automotive
NLP

Procurement-Suite

In this project, we developed a comprehensive procurement suite to support buyers, guiding the purchasing process from finding relevant suppliers to price negotiation.

Case study

Transport & Logistics
Forecasting
Frontend Solution

Analysis of freight traffic flows in R Shiny

In this project, we supported our client in the production and evaluation of forecast results for freight traffic flows. An R Shiny application was developed for interactive graphical and tabular analyses.

Case study

Health & Pharma
Strategy

AI Use Case Workshop

In this project, we collaborated with our client, an international pharmaceutical and healthcare corporation, to plan and implement a series of AI use case workshops.

Case study

Other
NLP

Session Data Analysis

To evaluate user satisfaction with a search engine, log data was analyzed in this project. Through the application of machine learning, we were able to extract and evaluate search sessions.

Case study

Retail & Consumer
Other

Marketing Analysis

To reliably assess the individual impact of marketing channels on our client's core business, we developed statistical models based on historical marketing and order data.

Case study

Insurance
Forecasting

Sales Forecasting

To project rated production in the insurance business on a monthly and yearly basis and for various distribution channels and product categories, we developed a sales forecasting engine for our client.

Case study

Automotive
Frontend Solution
MLOps

Application for creating Risk Reports

To address the issues of missing stability and lack of interactivity in risk reporting, an R Shiny application integrated into a CI/CD pipeline was developed. The goal was to meet industry-specific security standards while simultaneously improving the user experience.

Case study

Insurance
Strategy

Data Science Strategy Concept

In this project, we collaborated with our client to develop a strategy concept for implementing a data science initiative.

Case study

Automotive
Strategy

Operating Model

In this project, we worked closely with our client to develop an operating model for a newly established analytics department. This operating model defines collaboration processes to efficiently implement the strategic vision.

Case study

Health & Pharma
NLP

Covid Research Support with NLP

In this project, a solution was developed to facilitate the organization-wide research of SARS-CoV-2 by automating the analysis of documents using NLP.

Case study

Retail & Consumer
Customer Analytics

Next Basket Prediction with Deep Learning

In this project, we developed an innovative recommender system for basket prediction based on deep learning.

Case study

Retail & Consumer
Customer Analytics
Explainable AI

Customer Churn & Retention Prediction

In this project, we developed an automated system for managing customer churn and reactivation.

Case study

Industry
Customer Analytics

Customer Analytics Suite

In this project, we implemented a comprehensive customer analytics suite for our client, designed to support sales and marketing activities with data-driven insights in the future.

Case study

Automotive
MLOps

Automated Deployment of R Shiny Applications

To implement a controlled and automated process for the deployment of Shiny applications, we designed and implemented a CI/CD pipeline solution for our client.

Case study

Insurance
Customer Analytics

Prediction of Online Conversions

In this project, we developed a machine learning model to predict conversion potential based on individual customer journey data on the client's side.

Case study

Insurance
Customer Analytics

Prediction of Next Best Product

To optimize the upselling potential of existing customers, we developed a model to predict product affinities in the insurance sector for this project.

Case study

Automotive
Quality Analytics

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.

Case study

Retail & Consumer
Anomaly Detection

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.

Case study

Energy
Forecasting

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.

Case study

Telecom
Fraud Detection

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.

Case study

Retail & Consumer
Forecasting

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.

Case study

Finance
Other

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.

Case study

Automotive
Forecasting

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.

Case study

Retail & Consumer
Pricing Analytics

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.

Case study

Automotive
Customer Analytics

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.

Case study

Telecom
Training

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.

Case study

Transport & Logistics
Forecasting
Frontend Solution

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.

Case study

Transport & Logistics
Forecasting

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.

Case study

Health & Pharma
Quality Analytics

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.

Case study

Health & Pharma
Quality Analytics

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.

Case study

Transport & Logistics
Forecasting

Prediction of Flight Delays

In this project, we collaborated with our client to develop a machine learning model that predicts flight delays to support the ground operations team.

Case study

Automotive
Customer Analytics
Frontend Solution

Big Data Analysis Tool Automotive

For this project, we developed a scalable analysis tool for load collective and vehicle data in the terabyte range for our client.

Case study

Automotive
Customer Analytics
Frontend Solution

Big Data Analysis Dashboard

For this project, we developed a scalable online dashboard for our client in the field of big data analysis and telemetry, covering the usage of vehicles worldwide.

Case study

Automotive
Training

Department-wide Data & Analytics Training Concept

For our customer, we developed and implemented a department-wide Data & Analytics training concept. It consists of four separate training paths to achieve specific qualifications.

Case study

Health & Pharma
Training

Financial Analyst ML Training

With a tailored training program for aspiring financial analysts, we supported our client in the pharmaceutical sector in designing and implementing a major training initiative for the use of data visualization and predictive analytics.

Case study

Finance
Training

Data Science Training

For several years, we have been conducting an extensive and multilingual data science training initiative for our client at multiple international locations. In doing so, we impart foundational knowledge, programming skills, and methodological content directly related to banking and finance topics.

Case study

Other
Training

Deep Learning Training

To prepare our client from the research and development sector for working with the latest machine learning methods, we planned and conducted a specialized deep learning bootcamp together with them. The development and execution of this specialized training took a total of two weeks.

Case study

Automotive
MLOps

Adoption of Kubernetes Operating Platform

In this project, we helped our customer implement Kubernetes as an operating platform for cloud applications across the company, starting with a proof of concept (PoC) and ending with the completion of a minimum viable product (MVP).

Case study

Health & Pharma
MLOps

Data Product Operationalization

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

Case study

Finance
Strategy

Data Science Platform Strategy

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

Case study

Automotive
Forecasting

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.

Case study

Automotive
Pricing Analytics

Discount Optimization

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

Case study

Retail & Consumer
Recommendation Systems

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.

Case study

Automotive
Explainable AI
Forecasting

Time Series Forecasting Engine

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

Case study

Other
NLP

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.

Case study

Telecom
Anomaly Detection

Anomaly Detection in VoIP Networks

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

Case study

Insurance
GenAI

Developing an Interactive Chatbot for Efficient Fleet Vehicle Damage Regulation

We developed an interactive, 24/7 available chatbot that guides customers through the process of reporting damages, processes these reports, and thus relieves the call agents.

Case study

Transport & Logistics
Pricing Analytics

Dynamic Pricing with Reinforcement Learning

In this project, we developed an autonomous pricing system that can automatically control the bid prices for continental flights.

Case study

Automotive
Forecasting

Demand Forecasting

To increase the accuracy of our client's demand planning, we developed a demand forecasting engine that combines a wide variety of machine learning and deep learning algorithms to predict the demand for over 20,000 products within the next 24 months.

Case study

Health & Pharma
Strategy

OpsModel Scaling Concept

To enable our client to efficiently scale their growing data science initiative, we developed an operational model perfectly tailored to their needs.

Case study

Aviation
Pricing Analytics

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.

Case study

Retail & Consumer
Explainable AI
Frontend Solution
Pricing Analytics

Price Simulation in Retail

In this project, we developed a price simulation tool for our client that predicts the expected sales volume in the coming weeks based on the price and various other influencing factors.

Case study

Automotive
Forecasting

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.

Case study

Other
Computer Vision

AI-based handwriting recognition

In this project, we developed an AI-based solution to support human work by automatically recognizing and digitizing hard-to-read handwriting.

Case study

Industry
GenAI

Real-time Assistance for Customer Service: How Generative AI Revolutionizes Customer Support

With the help of generative AI, an AI tool was introduced for the automated processing of customer queries in Geberit's Customer Support.

Case study

Other
Computer Vision
Explainable AI

Tagging with the help of Deep Learning

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

Case study

Automotive
Recommendation Systems

Supplier Recommendation Tool

In this project, we predicted the expected failure times of components and engine parts by applying machine learning and statistical models.

Case study

Health & Pharma
Computer Vision

Faster and more precise automated tumor detection

A computer vision model automatically determines the precise extent of brain tumors in MRI images to refine and accelerate therapeutic decisions.

Case study

Health & Pharma
Training

AI & Data Literacy Training

To prepare the employees of a world-leading pharmaceutical company for the challenges and opportunities of the data and AI revolution in the workplace, we designed a twelve-hour specialized training on data literacy and AI fundamentals.

Case study

Automotive
Predicitive Maintenance

Predictive Maintenance in Automotive

In this project, we predicted the expected failure times of components and engine parts by applying machine learning and statistical models.

Case study

Automotive
Customer Analytics

EBIT Forecasting

In this project, we developed and implemented a machine learning model to forecast the expected EBIT (Earnings Before Interest and Taxes) for the next one to three months.

Case study

Industry
Customer Analytics

Classification of Emails in Customer Support

To enable our client to handle customer service inquiries more efficiently, we developed a system using deep learning and NLP that automatically routes emails to the appropriate departments.

Case study

Health & Pharma
GenAI

Efficiency improvement in Software Development using Generative AI

To reduce the effort required for data integration, we developed a language model for our client that can better search existing programming code and generate suggestions.

Case study

Health & Pharma
GenAI

Efficiency Improvement through automated Extraction of Data from PDF Documents

In this project, AI enabled the automated extraction of relevant data from PDF documents of clinical studies, resulting in a 500-fold increase in speed, more precise results, and a significant reduction in manual effort.

Case study

Other
GenAI

Improved recommendations for scholarly literature using GenAI

By using a specially pre-trained language model, the search results on the website of a provider of legal texts in the field of tax law were significantly improved.

Case study

Health & Pharma
GenAI

Personalized Employee Development using Generative AI

An interactive chatbot based on OpenAI GPT-3 supported the introduction of a new agile framework and increased its acceptance and usage within the company.

Case study

Automotive
Data Engineering

Introduction of a standardized framework for data integration at an automotive manufacturer

We developed a standardized framework for an automotive manufacturer to integrate data sources into a data lakehouse more efficiently and reliably.

Case study

Automotive
Data Engineering
Frontend Solution
Pricing Analytics

Optimizing the supply chain pricing strategy for an automotive supplier

We optimized the supply chain pricing strategy for an automotive supplier to achieve greater transparency in cost structures, optimized margins and greater efficiency throughout the supply chain.

Case study

Energy
Data Engineering
Frontend Solution

Implementation of a data analysis platform for the renewable energy sector

We implemented a data analysis platform for the renewable energy sector that allows our customer to process and analyze data faster and more efficiently, improving decision-making companywide.

Case study

Automotive
Data Engineering
Recommendation Systems

Increasing in-car service sales through a personalized recommendation system

We developed a personalized recommendation system for a car manufacturer that increases in-car service sales and improves customer satisfaction.

Case study

Industry
Anomaly Detection
GenAI

Optimizing Production Processes with AI-Powered Anomaly Detection

We developed a camera-based AI system that detects anomalies in production in real time, thereby increasing production speed and preventing machine damage.

Case study

Health & Pharma
Deep Learning

AI-Based Detection of Drug Interactions

We developed an approach to use causal machine learning to analyze complex drug-drug interactions in heterogeneous patient populations and identify potential safety signals.

Case study

Other
Strategy

Development of a Data Strategy

We helped our client develop a clear and actionable data strategy, with which all business processes can be optimized through effective data usage and AI integration.

Case study

Other
Frontend Solution
GenAI

AI in education: creating and evaluating texts more efficiently

In a PoC for an educational service provider, we showed that assessment and text creation processes can be automated and standardised with AI, which reduces the workload of teachers and can sustainably optimise the learning experience of students.

Case study

Finance
Strategy

AI Strategy for a Private Equity firm

We developed a strategy for the application of AI in the portfolio companies of an investment house, which allows the business models to be specifically evaluated in terms of their AI potentials, opportunities, and risks.

Case study

Industry
GenAI

ChatGPT & RAG: Uniting Knowledge Management and Generative AI

We developed and implemented an AI chatbot that combines the power of generative AI with access to the internal knowledge database (RAG).

Case study

Health & Pharma
Frontend Solution
GenAI
Data Culture

Implementation of an Image Prompting Challenge in the pharmaceutical sector

We developed a customised, interactive solution for a pharmaceutical company that wanted to train its employees in the use of generative AI and encourage their creativity and critical thinking.

Case study

Automotive
Reporting

A standardised reporting platform for the automotive industry

By leveraging cutting-edge web technologies, we developed a customized platform that simplifies access, usage, and management of data science reports while also being expandable.

Case study

Health & Pharma
Training
Data Culture

Improving Data Quality with interactive Challenges

An innovative training by statworx improved the understanding of data quality among the employees of a pharmaceutical company, thereby helping to establish a culture of data excellence.

Case study

Automotive
Frontend Solution

Efficient Fleet Planning through Frontend Data Visualization

We developed a custom frontend that equips our client for future challenges in strategic portfolio planning.

Case study

Energy
Frontend Solution

How a Monitoring App optimizes Offer Processing

By developing a monitoring app, we helped our client make transparent and informed decisions through new insights, save time through automated processes, and increase efficiency thanks to powerful database and API integration.

Case study

Other
Strategy

AI Strategy: How companies identify their top AI Use Cases

By developing an AI roadmap, we helped our client to identify value-adding and realisable use cases for their future AI ambitions.

Case study

Other
Strategy

Strategically develop and execute AI use cases

By developing a standardized AI Use Case Management Framework, we helped our client achieve tangible project results and prepare for long-term success in AI implementation.

Case study

Finance
Strategy

AI Strategy for a Bank

By developing an AI strategy, we helped our client, a State Bank, to set the framework and create the conditions for scaling AI.

Case study

Automotive
GenAI

Production Data Analysis with a Personalized AI Assistant

Our client sought a solution to access production data in real-time and natural language. We developed a generative AI assistant that makes complex data user-friendly and accessible without deep technical knowledge.

Case study

Health & Pharma
NLP

Intelligent event analysis and information retrieval with AI

Our client was looking for a solution to extract important events from long, unstructured reports at their worldwide locations. We developed a powerful search system that seamlessly integrates into existing workflows and significantly optimizes information processing.

Case study

Health & Pharma
Strategy

Data Strategy for a leading German hospital

Our client, one of the leading German clinics, wanted to optimize its existing data landscape, which was characterized by a fragmented system landscape, low digital maturity, and lack of user orientation. We developed and implemented a comprehensive data strategy and a data roadmap to sustainably improve data-related processes and technological foundations.

Case study

Other
Computer Vision

Optimizing Revenue Streams: Vendor Selection for AI-Based Product Recommendations

We assisted our client, a large German media company, in optimizing their video streaming platform as a revenue source. By developing a vendor assessment, we were able to find the best provider for AI-based product recommendation services and save 50% of the estimated costs.

Case study

Retail & Consumer
GenAI

An AI Chatbot for everyone: How hagebauGPT boosts Efficiency and Creativity

We developed an internal AI chatbot for hagebau, enabling employees to securely chat with data and efficiently handle time-consuming tasks.

Case study

statworx

Your partner for Data Science Services

AI, machine learning, and data science are among the most important technologies of the coming years. It gives companies numerous opportunities to develop new business models, optimize processes, and improve products and services. This will bring about significant changes in most areas of our daily lives.

As one of the leading companies for AI, machine learning, and data science services, we would like to make these changes for the better alongside you.

About us

Data Science Services for your company

Free consultation

Discuss your challenges and goals in the area of Data & AI with us.

Tailored offer

Receive a customized and transparent offer.

Presentation & contract award

We present our approach to all relevant stakeholders.

Onboarding with project team

Our dedicated project team takes care of your needs.

Create value from Data & AI

Non-binding initial consultation

Free situation and requirements analysis

Response within 24 hours

Marcel Plaschke

Head of Strategy, Sales & Marketing

Thank you for your message. We will get in touch with you shortly.

Best regards
Your statworx team

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