4 min read
Linda Piercy: Jul 8, 2025 8:28:35 AM
Quick Summary Most ERP, EAM, and procurement tools fall short — not because they’re flawed, but because they depend on inconsistent, fragmented parts data Modern AI models can work with unstructured inputs, but structured, enriched data delivers...
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3 min read
Linda Piercy: Jun 12, 2025 10:26:01 AM
Quick Summary In B2B environments, poor data quality can silently erode efficiency, inflate spare part costs, and slow operations across the board....
3 min read
Linda Piercy: Jun 11, 2025 9:56:59 AM
Quick Summary Supply chain leaders and executives know that flawless inventory data is the backbone of operational resilience and cost control. Yet...
3 min read
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,...
3 min read
Linda Piercy: Jun 4, 2025 10:58:52 AM
Quick Summary 20–30% of tail spend goes unmanaged due to poor parts data. Inconsistent part records lead to duplicate orders and inflated inventory....
4 min read
Linda Piercy: May 28, 2025 11:58:27 AM
Quick Summary Spare parts management plays a pivotal role in minimizing downtime, controlling inventory costs, and improving operational efficiency....
2 min read
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,...
