Selected projects

Challenge: Online retailers often ship single customer orders from multiple warehouses, leading to increased costs and environmental impact.

Our Solution: A machine-learning assisted algorithm that optimizes product placement across warehouse networks by analyzing historical order patterns, predicting future demand clusters, and optimizing SKU-warehouse assignments.

Results: Significant reduction in split shipments, leading to lower shipping costs, reduced packaging, and enhanced customer satisfaction.

Challenge: Traditional routing methods struggle with real-world complexities like traffic patterns and periodic deliveries.

Our Solution: In partnership with Attalo GmbH, we’ve developed a dynamic routing framework that integrates realistic driving times, considers periodic deliveries for customers, and optimizes multi-stop delivery sequences.

Results: Our clients experience reduction in fuel and vehicle costs, reduced fleet idle time, and lower carbon emissions.

Challenge: Major events can overwhelm city transportation systems, creating dangerous bottlenecks and safety risks.

Our Solution: Working with desior GmbH, we’ve created an interactive simulation that models human flow patterns, simulates multiple transportation modes, and accounts for emergency scenarios.

Results: Our system supports event planning and management, infrastructure capacity analysis, and public transportation optimization.

Our Approach: Bridging Theory and Practice

We believe sophisticated solutions should be practical, sustainable, and drive real business value. Here’s how we work:

Focused Simplicity

While our methods are advanced, we prioritize straightforward, maintainable solutions.

In practice, this means: We design modular architectures and utilize well-documented code, ensuring your team can manage and evolve the solution long-term. We focus on the core problem, avoiding unnecessary complexity.

Data-Driven Reality

Real-world data requires sophisticated handling. We bring extensive experience to ensure robust analysis.

In practice, this means: Our process includes rigorous data quality assessments, validation techniques and robust handling of incomplete or inconsistent data to ensure models accurately reflect reality.

Impact-Focused Results

Success is measured by tangible business outcomes and performance improvements, not just theoretical elegance.

In practice, this means: We work with you to define clear, measurable success metrics (KPIs) from the outset and focus on delivering demonstrable ROI, balancing quick wins with long-term strategic gains.

Clear Communication

Effective collaboration requires transparency and understanding at every stage of the project.

In practice, this means: We maintain regular stakeholder communication, use visual demonstrations and intuitive interfaces to explain complex concepts, and provide ongoing support to ensure seamless adoption and value realization.