Linda Piercy

Linda Piercy is a seasoned AI parts‐management professional with over a decade of hands‐on experience spanning operations, process optimization, and strategic marketing. She began her career on the maintenance shop floor—managing inventory, streamlining part searches, and shaving hours off technician workflows—before leading cross‐functional optimization initiatives that reduced lead times and cut excess stock. In her current role, Linda bridges technical depth and go‐to‐market strategy, crafting data‐driven solutions that empower MRO and supply‐chain teams to find, enrich, and manage parts with confidence.

a frustrated technician looking at her laptop in dismay because she can't find the parts she is looking for

4 min read

Your ERP Isn’t the Problem — Your Parts Data Is

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

Leveraging Data Optimization in B2B Environments: Transforming Operations and Enhancing Efficiency

Quick Summary In B2B environments, poor data quality can silently erode efficiency, inflate spare part costs, and slow operations across the board....

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Supply Chain professional searching through messy data

3 min read

Supply Chain Data Accuracy Playbook: Your Strategy for End-to-End Clarity

Quick Summary Supply chain leaders and executives know that flawless inventory data is the backbone of operational resilience and cost control. Yet...

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3 min read

Spend Matters: A Procurement Guide to Data Accuracy and Parts Intelligence

Quick Summary 20–30% of tail spend goes unmanaged due to poor parts data. Inconsistent part records lead to duplicate orders and inflated inventory....

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Spare parts technician searching a QR code on his mobile device to find the part he is looking for in the warehouse

4 min read

Parts Management Masterclass: Smart Tools and Strategies

Quick Summary Spare parts management plays a pivotal role in minimizing downtime, controlling inventory costs, and improving operational efficiency....

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Clearer Data, Smarter Decisions

Tired of inventory mishaps, duplicate orders, and surprise downtime? Dive into expert insights and real-world use cases that show how AI-powered data cleansing transforms part catalogs into reliable, cost-saving assets. From identifying hidden duplicates to enriching missing details—discover how smarter data drives faster decisions and healthier margins.

Featured Data Cleansing Posts


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