Giesecke + Devrient (G+D), a global manufacturer of money printing and counting machines, identified the cross-selling potential for a new product in the field of human resource planning for its own customers. However, a lack of in-depth know-how and resources prevented a swift design and implementation of the solution.

Together, we designed and developed an AI solution in only three months. This solution can predict the end customer’s machine utilization and workload for the next seven days, enabling a significant optimization of their HR requirements.


  • Designed, developed and continuously optimized an AI algorithm based on a variety of data sources (historical, weather, social media, ...).
  • Sensitized corporate management to the potential of data-driven business models.
  • Achieved significant forecast accuracy after only a few weeks.
  • Established and strengthened internal expertise in the field of artificial intelligence.

Our Impact


percent prediction accuracy


data points integrated and analyzed during development


percent savings in personnel costs through AI solution

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