[Data Science Utilization Case] Streamlining Maintenance Operations

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

We will introduce a case study on improving the efficiency of maintenance operations in the manufacturing industry. The company frequently encountered situations where necessary parts were unavailable during exchanges, leading to multiple visits to the same customer. The replenishment of parts by maintenance staff was personalized, making it difficult to track who was taking out which parts and how many. To address this, they visualized and analyzed two aspects: the inventory of maintenance parts and past usage records. The site manager implemented management based on the inventory status held by subordinates, and by thoroughly managing the replenishment of maintenance parts, they improved the efficiency of 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 Solutions - 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.

Analysis and prediction system