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"Although we have sensor data, it cannot be used on-site," and "We tried a PoC but couldn't achieve accuracy, and management approval has not been granted" — equipment maintenance often comes to a standstill at this "one step away." This case study reveals the steps taken to overcome three challenges hindering equipment maintenance in aging plants: 1. The risk of unexpected shutdowns due to aging, 2. The retirement of skilled maintenance personnel and the loss of tacit knowledge, and 3. The barrier of lacking a data infrastructure that halts PoC efforts. We will outline a four-step process centered around the Databricks Data Lakehouse (digitizing records → data integration → assetizing "intuition" → automating maintenance planning). [Recommended for those who:] - Want to implement equipment maintenance but are struggling with data infrastructure development - Have not achieved accuracy in their PoC and have not received management approval - Face challenges in inheriting tacit knowledge due to the retirement of skilled maintenance personnel - Have sensor data but are not fully utilizing it.

Do you feel that the data within your company is fragmented and not interconnected? NTP's manufacturing industry DX support service visualizes the reality of siloing. In many manufacturing sites, different systems and management methods are used by each department, leading to data fragmentation known as "siloing." This hinders overall optimization and is a significant factor delaying the progress of DX. Our company will thoroughly check how your internal data and business processes are fragmented and visualize it in a tangible way. We will propose an appropriate integration plan, incorporating successful case studies from other companies and BPR (Business Process Reengineering) know-how. Let's start by organizing the information structure. Download the introduction materials for our manufacturing industry DX support service now.