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  • Blog

MRO Inventory Optimization for Multi-Site Manufacturers: 8 Practices That Actually Scale

Graph comparing project-based and continuous AI-driven MRO inventory models.

Key Takeaways Somewhere in your organization right now, there is working capital tied up in MRO inventory that no one can see. It’s in storerooms across plants that have never compared their parts lists. It’s in SAP or Oracle or…

  • Verusen Marketing
  • June 4, 2026
  • Blog

How Procurement Teams Use MRO Data to Reduce Inventory and Spend

Procurement Without Inventory Visibility - How missing data costs enterprise inventory problems.

Introduction Most procurement teams have access to MRO data – but lack the ability to use it effectively to influence inventory outcomes. In enterprise environments with $100M or more in MRO inventory, procurement decisions drive a significant portion of inventory…

  • Verusen Marketing
  • April 29, 2026
  • Blog

MRO Category Management: Frameworks, Challenges, and What Actually Works

Comparison of MRO category management assumptions and reality.

*MRO Category Management*: Frameworks, Challenges, and What Actually Works MRO category management borrows its frameworks from direct procurement, then runs into a wall the frameworks never anticipated: the data. You cannot manage a category you cannot see, and MRO spend…

  • Paul Noble
  • April 29, 2026
  • Blog

Why MRO Inventory Optimization Fails in ERP-Driven Environments (And What to Do Instead)

ERP demand model and criticality layer for MRO inventory.

Why *MRO Inventory Optimization Fails in ERP-Driven Environments* (And What to Do Instead) Your ERP is the system of record for every spare part you own, so it feels like the natural place to optimize them. It is not. ERPs…

  • Paul Noble
  • April 29, 2026
  • Blog

MRO Inventory Optimization for Multi-Site Operations: Where Most Strategies Break Down

Planning vs Execution in MRO Inventory Optimization infographic.

Introduction Most enterprise manufacturers invest heavily in MRO inventory optimization – yet see little measurable impact on cost, availability, or working capital. In environments with $100M or more in MRO inventory, organizations often implement planning tools, data initiatives, or stocking…

  • Verusen Marketing
  • April 29, 2026
  • Blog

Why Spare Parts Stockouts Happen Even When Inventory Is High

Graph showing stockouts despite high inventory levels in manufacturing.

Why *Spare Parts Stockouts Happen* Even When Inventory Is High It is the paradox every maintenance manager knows: the storeroom is full, the inventory value is high, and yet the one part you need is out of stock and the…

  • Paul Noble
  • April 29, 2026
  • Blog

Duplicate Spare Parts Across Sites: Why They Persist – And Why Most Fixes Fail

Duplicate Spare Parts Across Sites infographic showing MRO inventory management.

Introduction Most multi-site manufacturers believe duplicate spare parts are a data problem – but treat them like a cleanup exercise. In environments with $100M or more in MRO inventory, 10–20% of materials are typically duplicates or near-equivalents. That means millions…

  • Verusen Marketing
  • April 29, 2026
  • Blog

Spare Parts Inventory Reduction: What You Can Cut Safely (And What You Can’t)

Chart showing safe and unsafe inventory cuts for manufacturers.

*Spare Parts Inventory Reduction*: What You Can Cut Safely (And What You Can’t) Every CFO wants the spare-parts inventory number to come down, and every maintenance manager fears the stockout that a bad cut causes. Both are right. Spare parts…

  • Paul Noble
  • April 29, 2026
  • Use Case

CPG Use Case | Fortune 500 Manufacturer Unlocks $59M in MRO Inventory Savings with AI-Native Optimization

Manufacturing plant with machinery and inventory management.

Use Case | MRO Inventory Optimization for Consumer Packaged Goods Manufacturing (CPG Manufacturing)How a Global CPG Manufacturer Identified $59M in MRO Inventory Value Across Sites Background In the consumer packaged goods (CPG) industry—particularly pulp and paper manufacturing—maintaining operational continuity requires…

  • Verusen Marketing
  • April 29, 2026
  • Use Case

CPG Use Case | Global Food Manufacturer Unlocks $6.8M in MRO Inventory Savings with AI-Native Optimization on AWS

Food manufacturing worker monitoring equipment with AI-driven MRO inventory management on AWS.

Use Case | MRO Inventory Optimization for Consumer Packaged Goods Manufacturing (CPG Manufacturing)How a Global CPG Manufacturer Identified $6.8M Savings in MRO Inventory Enterprise Value Background In the consumer packaged goods (CPG) industry—particularly food manufacturing—operational efficiency depends on having the…

  • Verusen Marketing
  • April 29, 2026
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