Case studies

Selected Software Projects

Selected work across industrial, automotive, healthcare, banking, mobility, energy and workplace-technology environments.

AI-Powered Mail Management project visual

Heraeus

Mining / Industrial · Germany

AI-Powered B2B Communication Automation

Daily B2B customer-service inquiries were handled manually, creating delays, inconsistent processing and limited scalability. Incoming messages had to be reviewed, categorized and routed before domain specialists could act on them.

On-Prem LLMMicrosoft OutlookCRM / ERP IntegrationRisk Processing
Details
Carvaloo project visual

thyssenkrupp

Automotive / Mobility / IoT

AI-Based Damage Detection for Fleet Vehicles

Vehicle hardware collected operational data, but the project also required structured data handling, quality controls and a usable application for reviewing vehicle condition and damage-related information.

IoTDigital TwinSensor DataCloud Data
Details
Teknopark Cepte project visual

Teknopark İstanbul

Technology Park / Campus Operations · Türkiye

A Single Mobile Product for Campus Operations

Teknopark İstanbul required one mobile product that could bring together employee access, campus services, reservations, transport, announcements, events and operational requests while remaining connected to the organization's existing corporate systems. The scope also included a web-based management portal so authorized teams could manage content, workflows, approvals and reporting without a separate operational tool.

iOS & AndroidEnterprise IntegrationReservationsCampus Operations
Details
KVNO project visual

Kassenärztliche Vereinigung Nordrhein

Healthcare / Public Sector

Digital Healthcare Provider Search

Patients searching for doctors by specialization and availability did not have a modern centralized digital search experience. Relevant provider information had to be found through general search engines or by phone.

Web ApplicationMobile ApplicationLegacy IntegrationSecurity Layer
Details
Digital Car Passport project visual

International Mobility Organization

Mobility / Transportation

Digital Vehicle Authentication Across International Markets

A legacy, paper-based vehicle authentication and customs-document process created delays, fragmented data and limited auditability across multiple countries. Regional data-residency and privacy requirements added further complexity.

MicroservicesCloudWeb & MobileRBAC
Details
SmartSpaces project visual

T-Systems

Telecommunications / Workplace Technology

Digital Workspace Management for Hybrid Offices

Hybrid working models left office areas underused while heating and cooling continued. Shared areas such as food courts could become crowded at specific times, making capacity difficult to manage.

Cloud ApplicationReservationsFacility DataUsage Forecasting
Details
BAG project visual

thyssenkrupp

Cement / Construction

Industrial Sensor Data, Analytics and Forecasting

Thousands of machines at plants worldwide generated machine-state and environmental data that had to be reviewed manually, making data quality and operational analysis difficult to scale.

Industrial IoTCloudMachine DataForecasting
Details
Intelligent Archiving System project visual

Deutsche Bank

Banking

AI-Driven Document Classification and Digital Archiving

Large volumes of physical and unstructured documents required manual classification and archival processing. The process was slow and error-prone and increased operational and compliance risk.

Machine LearningDocument ClassificationDigitizationDigital Archiving
Details
Electromobility & Carbon Footprint Application project visual

Mercedes-Benz Group

Automotive / Energy

Mobile Software for Electromobility and Carbon Footprint Data

The project required a way to calculate individual carbon-footprint information from consumer behavior and connect this data with electromobility and climate-protection use cases.

Mobile ApplicationCloudThird-Party IntegrationData Calculation
Details
Enterprise experience

Selected organizations and project experience

The projects span industrial software, mobility, healthcare, banking, applied AI and enterprise integration.

T-Systems logo
thyssenkrupp logo
Heraeus logo
WERMA logo
Fielmann logo
Siemens logo
Mercedes-Benz Group logo
KV Nordrhein logo
Deutsche Bank logo
Teknopark İstanbul logo
Banking & financial services

Selected banking and financial-services projects

Additional work in financial environments covers event-driven integration, document processing, hybrid-cloud modernization, .NET 8 and on-premise LLM architectures.

Volksbank

Event-Based Communication Across Banking Systems

Problem: Departmental systems and workflows lacked a centralized mechanism for distributing business events and actions across internal applications.

Solution: A centralized event-based platform was created where departments can publish actions and connected applications subscribe to relevant events. Integrations connect internal and third-party systems, including risk-management components.

GDPRAccess ControlEvent-Driven ArchitectureThird-Party IntegrationCentralized Communication

Deutsche Bank

Automated Document Classification and Digital Archiving

Problem: Large document volumes required manual classification and archival processing.

Solution: A system recognizes document types and formats using machine learning, classifies incoming documents, digitizes relevant information and transfers content into the digital archive. OCR can be included where applicable.

Machine LearningDocument ClassificationOCRDigital ArchivingEnterprise Integration

Union Investment

Modernizing Legacy Applications for Hybrid Cloud

Problem: Legacy on-premise systems required modernization while complex risk-management processes had to be moved into maintainable digital architectures.

Solution: Legacy applications were modernized for hybrid-cloud environments, migrated to .NET 8 and connected with digitized stochastic risk-management processes in the new architecture.

.NET 8Hybrid CloudCloud ArchitectureRisk ManagementCI/CD

Kuveyt Türk Bankası

Application Runtime and Infrastructure Modernization

Problem: Existing applications were running on older .NET technologies and infrastructure that limited future development and deployment options.

Solution: The application landscape was upgraded toward .NET 8 and infrastructure components were aligned with current cloud technologies and deployment practices.

.NET 8Cloud ArchitectureApplication ModernizationCI/CD

Kuveyt Türk Bankası

On-Premise LLM Request Processing

Problem: High volumes of customer-support requests required manual processing and increased first-level support workload.

Solution: An on-premise LLM architecture processes incoming requests inside the bank infrastructure with classification, interpretation, response generation and structured escalation where employee review is required.

On-Prem LLMAI AssistantBankingData PrivacySupport Automation