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Case Studies

Process Mining


Reveal inefficiencies, power smarter decisions and streamline operations with process mining.

Process Mining

Challenge

A battery manufacturing company sought to establish efficient operations within its new facility. Leveraging our extensive experience in the battery sector, the client approached us to develop a customized solution that addressed their specific operational challenges and optimized their manufacturing processes.

Tailored Solutions Through Process Mining
  • Drawing on our deep understanding of the complexities in battery manufacturing, we partnered closely with the client to evaluate their existing workflows. Our approach cantered on process mining, enhanced by the integration of Digital Twin technology, to deliver a comprehensive solution.
  • We employed advanced process mining techniques to collect and analyze data from the client's workflows, gaining critical insights into operational performance. This analysis allowed us to pinpoint inefficiencies and identify bottlenecks, while also visualizing the flow of materials throughout the production cycle.
  • By developing a digital twin of the manufacturing processes, we created a real-time virtual representation of the client's operations. This facilitated scenario simulations, enabling us to assess the potential impact of proposed changes before implementation. The digital twin served as a continuous feedback loop, allowing for ongoing monitoring and optimization of processes, empowering the client to make data-driven decisions that enhanced overall efficiency.

Project Info

  • Title:Process Mining​
  • Client: Battery Manufacturer
  • Location: Japan
  • Completed Date: 2024

​​​Value-Addition

  • Operational Efficiency: Achieved a 25% increase in efficiency compared to existing facilities through process mining insights.
  • Downtime Reduction: Realized a 40% decrease in unplanned downtime, significantly enhancing operational reliability.
  • Streamlined Workflows: Established tailored workflows for the new facility, resulting in smoother operations compared to current practices.
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