[Data Science Utilization Case] Streamlining Maintenance Operations

Introducing examples of visualizing and analyzing two aspects: inventory of spare parts and past usage records!

We would like to introduce a case study on improving maintenance operations efficiency in the manufacturing industry. The company faced frequent visits to the same customers due to a lack of necessary parts during exchanges. The replenishment of parts by maintenance staff was personalized, making it difficult to track who was taking which parts and how many. To address this, they visualized and analyzed two aspects: maintenance parts inventory and past usage records. The site manager implemented management based on the inventory status held by subordinates and ensured thorough replenishment of maintenance parts, leading to improved operational efficiency for maintenance staff by reducing the number of visits. 【Case Overview】 ■ Industry: Manufacturing ■ Operations: Maintenance ■ Challenges: Basic aggregation, visualization, reduction of man-hours ■ Analytics and AI Solution - Visualization and analysis of maintenance parts inventory and past usage records *For more details, please refer to the PDF document or feel free to contact us.

Business Intelligence and Data Analysis