Use Cases & References

Use Case

AI-powered analysis of legal documents with AWS

Starting point

Imagine being able to analyse legal documents like NDAs in seconds – completely free from manual errors and endless hours of work. By leveraging AI and AWS Bedrock, we have developed a solution that automates the extraction of key contract information.

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Use Case

AI & Amazon Q: The intelligent platform for data-driven ice hockey scouting

Starting point

With an AI-powered platform based on Amazon Q, IceHawk UG optimises its scouting and controlling: relevant data is centralised, player and opponent analyses are automated, and decisions are made based on solid foundations. A step towards data-driven, future-proof club development.

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Use Case

SV Darmstadt 98 improves player analysis with AI technology

Starting point

Experience the future of sports data analysis with an AI-powered solution from AWS. The coaching staff and scouts can now easily ask questions like "Who is the best substitute for an injured player?" via voice query.

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Use Case

Development of a Data Governance Framework for an MS Purview-based data platform

Starting point

Through the new Data Governance Framework, including the Data Marketplace, a systematic improvement in data and metadata quality in the Data Lakehouse was achieved.

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Use Case

AI-supported tender optimization for construction companies

Starting point

Currently, reviewing tender documents takes several days. AWS's Gen-AI solution offers significant time savings and enables faster decisions through clear executive summaries

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Use Case

Introduction of Databricks platform at municipal utilities

Starting point

The introduction of the Databricks platform at the municipal utilities enables the IT department to address all use cases from the specialist departments, break down existing silos, and strengthen the reputation of IT.

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Use Case

GenAI route generation with AWS and the D2E program

Starting point

SilverRail Technologies aims to redefine the travel experience for its customers and has laid the foundation for a data-driven, AI-powered travel assistant.

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Use Case

Higher efficiency through process automation in AWS

Starting point

Woodmark has supported NHD Beteiligungs GmbH in reducing operational effort through the use of automation in AWS. This resulted in improved operational processes, reduced downtime, and lower costs in the AWS environment.

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Use Case

Migration and modernisation of the Redshift data warehouse

Starting point

Our casual & lifestyle client was able to create a 'single point of truth' for business logic and KPIs with the migration and modernization of the Redshift data warehouse. This now enables more accurate data-driven decision-making.

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Use Case

Introduction of Amazon QuickSight for better comparability of staff and branches

Starting point

A butcher shop lacks established branch and personnel reporting, and the branch managers are using an outdated analysis system. With the implementation of Amazon QuickSight, fast evaluations are now possible.

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Use Case

Insurance group migrates from heterogeneous BI landscape to Amazon QuickSight

Starting point

An internationally operating insurance group saves license costs through the introduction of Amazon QuickSight and can focus on the content thanks to structured data visualisation

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Use Case

SV Darmstadt 98 is cloudifying its scouting data with AWS Glue.

Starting point
A Bundesliga club wanted a data-driven scouting system. By integrating external data sources, automating workflows, and implementing a central data lake, data quality and scouting efficiency were significantly improved.
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Use Case

SV Darmstadt 98 improves match data analysis with Amazon QuickSight

Starting point

The Bundesliga club was able to significantly improve data quality in the areas of athletics and scouting through centralized data visualization and the introduction of a QuickSight dashboard.

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Use Case

GenAI-supported generation of Ninox database models in AWS

Starting point

The goal of the software developer arcRider is to simplify the creation of Ninox database models in AWS with GenAI and to increase customer satisfaction...

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Use Case

Route optimization of a logistics company with AWS SageMaker

Starting point

The Faber Group BV offers pallet and pooling services. Due to the increasing complexity of supply chains and rising fuel prices, the company wants to optimize its route planning...

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Use Case

Introduction and coaching of the SAFe methodology

Starting point

FinTech startup with 50 developers aims to improve customer satisfaction with product quality and enhance internal collaboration through the use of SAFe and SCRUM methodologies...

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Use Case

Automated preprocessing of incoming email customer inquiries in inside sales

Starting point

In the inside sales department, a five-figure number of email inquiries are received annually, which are processed with a very high manual effort...

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Use Case

Digitalisation of processes / target concept for the specialist departments

Starting point

Shared responsibility for complex processes by two different authorities with many manual processes, decentralized data storage...

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Use Case

Integration of affiliate, website analytics, SEA, and SAP into marketing analytics

Starting point

Data from affiliate marketing, website analytics, and SEA are manually analyzed side by side...

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Use Case

IT Architecture Support für die ‚New Car Architecture 2025‘

Starting point

The need for a data-driven automotive industry requires new data architectures in the vehicle and in the backend.

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Use Case

Architecture of a group data warehouse and project coaching

Starting point

There is a need for a group-wide data warehouse as the foundation for further BI applications.

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Use Case

Platform for automated creation of data-driven exposés for customer advisory services

Starting point

Desire for digitization, i.e., data-driven and automated customer advisory services in the healthcare sector...

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Use Case

Data governance concept at an automotive manufacturer

Starting point

The data lake is fed from various systems worldwide. Efficient utilization of the data lake therefore requires a company-wide, international data governance concept...

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Use Case

Concept and pilot implementation of the Alation Data Catalog

Starting point

For the large data lake with many diverse and unstructured data, central management and a consistently established data governance are required...

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Use Case

Standard reporting and data analysis in the business department with Tableau

Starting point

The reporting should be made more efficient, enabling self-service analytics and relieving the IT department...

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Use Case

Data-driven marketing for predicting the online customer journey with Dataiku

Starting point

There is a need for detailed analyses and forecasts of purchasing behavior, particularly for predicting the transformation of visitors into customers...

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Use Case

KPIs and visual analytics for optimising the planning of a transportation company

Starting point

The transportation company is looking for an automated, data-driven approach to assess the impact of individual construction projects on delays and optimize future planning.

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Use Case

High performance through auto-scaling of the open-source services Jitsi and BigBlueButton

Starting point

Covid-19 requires the rapid digitisation of school education. The open-source services Jitsi and BigBlueButton (bbb) have proven effective, but they are not automatically scalable...

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Use Case

Process transparency through analytical visualization of additive manufacturing

Starting point

The sensor data is available in various formats and resolutions and cannot be used for real-time analysis and quality monitoring

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Use Case

From Data Lab to 'Smart Data Factory' – Innovative data strategy based on Docker

Starting point

Managing non-financial risks requires a new data strategy. IT and the compliance department are seeking a way to collaboratively and iteratively implement data-driven risk analyses.

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Use Case

Cloud analytics unlocks vehicle data globally for R&D and quality management.

Starting point

Systematic use of vehicle data requires powerful cloud analytics, machine learning, and advanced visualisation.

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Use Case

Selection of a BI solution for near-realtime analytics in production

Starting point

Optimising the manufacturing plant requires the use of sensor measurement data from the production process in real time.

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Use Case

Prediction and prevention of component failures based on sensor data

Starting point

Real-time analytics are needed to effectively utilise the vast amount of machine data from the relevant production machines.

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Use Case

Design Thinking enhances innovation capability and opens up new revenue streams

Starting point

Market dynamics require greater innovation capability.

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Use Case

Training a decision model for churn prediction

Starting point

600 million data records of sales activities and purchase transactions.

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Use Case

Smart data platform as a data and data value broker

Starting point

Looking for a data hub that enables data-driven business models.

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Use Case

Strategic mid- and long-term planning

Starting point

Various data sources should be consolidated into a strategic overall picture and allow for detailed analysis...

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Use Case

Building a hybrid architecture for data analysis

Starting point

The system landscape for data analysis has become outdated and consists of isolated solutions...

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Use Case

Simulating and optimising airport charges

Starting point

Simulation of various fee scenarios considering multiple variables such as noise and pollutant emissions, noise classes, night-time and other surcharges.

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Use Case

Integration and development of an advanced analytics platform

Starting point

Aluminium wheels are produced using the low-pressure casting process, and after casting, they undergo an X-ray inspection.

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Use Case

Geo-fencing engine as a service based on HERE geo-data

Starting point

Geo-services have become essential for modern automobiles.

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Use Case

Development of the backend for driver assistance systems

Starting point

Vehicles can currently only use local sensors for information gathering.

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Use Case

Development of a software framework for sensor data analysis

Starting point

Data from over 170 channels in a proprietary format need to be stored, processed, and visually analysed.

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Use Case

Development of sensor processing chains on the HERE OLP

Starting point

The driver assistance systems are to be enhanced and improved with insights from the sensor data.

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Use Case

Building a data warehouse for enterprise-wide reporting using CI/CD

Starting point

A new Data Warehouse (DWH) is required for future bank management. The implementation will use the technologies Exasol and Tableau, supplemented by Jenkins and Docker for Continuous Integration (CI) and Continuous Delivery (CD).

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Use Case

Implementation of Planning Analytics and Tableau Self-Service

Starting point

Instead of time-consuming planning in Excel, both central departments and business units should be able to quickly and independently create analyses of the business plan and business performance in the future...

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Use Case

Implementation of an organisational concept and process model for a Data Science Lab

Starting point

The organisational structures and project processes of the existing BI Competence Center conflict with the requirements of Data Science projects.

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Use Case

Concept and implementation of a hybrid Big Data & BI architecture

Starting point

The analytical architecture landscape has reached the end of its lifecycle after 15 years of use.

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Use Case

Sales planning and forecasting with predictive planning

Starting point

Long production times (at least 9 months) require very accurate forecasting and planning of delivery quantities to avoid shortages.

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Use Case

Introduction of cost planning for development costs

Starting point

The planning of approximately 8,000 development projects is carried out in various Excel-based applications.

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Use Case

Sales planning and production planning

Starting point

Sales planning is carried out using Excel (across more than 20 workbooks).

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Use Case

Maintenance and operations of management information systems

Starting point

Expiry of the existing contracts for maintenance and operations for the applications of the automotive bank.

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Use Case

Real-time streaming of Teleloq vehicle data with Kafka and Storm

Starting point

Functional improvements are to be achieved for each market and vehicle model.

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Use Case

Setting up an HDP DEV Cluster - operation and onboarding of use cases

Starting point

Hadoop development clusters distributed across multiple business areas.

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Use Case

AfterSales potential and information system

Starting point

The profit share in the After Sales segment for automotive manufacturers is over 50%. Therefore, the potential in the After Sales area should be better utilised.

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Use Case

Achieving service goals through process implementation

Starting point

No transparency regarding the services provided by the Competence Center in the SAP BI Shared Service area.

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Use Case

Concept for establishing a BI Competence Center

Starting point

High coordination effort, long project start-up times, lack of technical expertise, and support quality.

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Use Case

Data warehouse system landscape using the Data Vault approach

Starting point

A regulatory authority with over ~400 insurance companies requires an information system with:

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Use Case

Building a Self-Service Analytics Platform with Tableau

Starting point

Complex requirements for data visualization cannot be implemented with the existing BI tools.

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Use Case

Building a Self-Service Analytics Platform with Tableau

Starting point

The existing BI tool cannot meet the complex requirements for data visualisation.

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Use Case

Introduction of the Notation Concept according to IBCS® for Status Presentations

Starting point

Preparing the weekly and monthly reports takes approximately 2 days each.

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Use Case

IBM Cognos Mobile Reporting for Sales

Starting point

The field sales representatives are often on the road and at customer sites. During this time, direct access to sales analytics is not possible.

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Use Case

Implementation of use cases with Microsoft HDInsight and Azure

Starting point

The department has no way to analyse data across applications.

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Use Case

KPI - Dashboard zur Unternehmenssteuerung

Starting point

Der Kunde nutzt unterschiedliche Software Systeme zur Analyse seiner wichtigsten Unternehmens-Kennzahlen. Dies führte zu zeitaufwendigen Analysen

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Use Case

Building a Big Data Platform with Fraud Detection

Starting point

There are no self-learning fraud detection mechanisms that examine transaction data for fraud patterns in real-time.

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Use Case

Building a Big Data Platform for the Corporation

Starting point

In order to offer and implement Big Data projects within the Group in a professional service environment in the future, a Big Data Service and Operations Platform should be created for two components: IBM SPSS and Hadoop 2.1

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Use Case

Building a BI Solution - Talent Management System International

Starting point

The qualification of potential touchpoints, customers, and prospects is not optimally established to manage and monitor the services offered in the retail channels.

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Use Case

Introduction of an IT Service Financial Management Platform

Starting point

IT organisation in over 50 countries with Excel-based IT cost and billing planning.

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