Philipp Begala

The data cleansing process in action in industrial environments

3 min read

Self-Healing Data Systems: The Future of Spare Parts Management

Picture of Philipp Begala Philipp Begala: Jun 10, 2025 9:53:31 AM

Quick Summary Spare parts data quality issues silently drain profitability and efficiency. Self-healing data systems use AI to automatically cleanse, standardize, and enrich spare parts master data. These systems reduce downtime, eliminate duplicate...

Maintenance Data Quality Data Management
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2 min read

The Hidden Costs of Poor Spare Parts Master Data: Six Key Challenges

Picture of Philipp Begala Philipp Begala: May 12, 2025 12:40:38 PM

Quick Summary Poor spare parts data leads to duplicate inventory, stockouts, and unplanned downtime. Inaccurate master data disrupts procurement,...

Maintenance Parts Management Data Quality
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