Most manufacturers and asset heavy enterprises know their indirect and tail spend is inefficient, fragmented, and far less controlled than their direct categories. What is not always clear is how much this part of the business costs or how much…
Inventory optimization has become a priority for every asset intensive organization trying to cut working capital, improve reliability, and reduce supply chain risk. But the market for software has grown crowded, and many tools promise similar outcomes without delivering meaningful…
Finding duplicate MRO materials is only the first step. Detecting them gives you visibility, but it does not reduce inventory, remove risk, or free up working capital on its own. The real value comes from what you do next. This…
Traditional MRO optimization depends on manual rules and incomplete data, which is why it rarely scales across sites. AI changes the equation by finding duplicates, surfacing risk positions, and recommending smarter stocking policies based on real operating conditions. This guide…
In just-in-time (JIT) automotive manufacturing, even a single missing part can trigger production chaos. One overlooked bearing or sensor can halt an entire assembly line – costing millions in lost output, overtime, and emergency sourcing. The problem? Traditional MRO procurement…
In the oil & gas industry, downtime isn’t just costly – it’s catastrophic. A single day offline can cost hundreds of thousands in lost production, labor inefficiency, and missed delivery targets. Yet many organizations still overstock critical spare parts “just…
Manufacturers with sprawling operations are quietly losing millions in MRO inventory waste. Here’s why: each site hoards spare parts in isolation, driven by fear of downtime and the lack of visibility into what other plants have. What results is bloated…
Modern manufacturing leaders know the stakes: misclassify a part, and you either tie up working capital or cripple uptime. But despite billions invested in ERP systems, most enterprises still rely on outdated, manual, or tribal methods to determine MRO parts…
As seen in Forbes. The future of asset-intensive supply chains was a central theme at Hexagon LIVE’s recent global conference for digital reality technology, where 3,000 industry leaders from 59 countries gathered to discuss a critical question: How will AI,…
The Hidden Cost of Duplicate MRO Materials Two identical bearings. Two SKUs. One $50,000 mistake. This is the reality for enterprise manufacturers managing millions of parts across disconnected ERP systems. Duplicate MRO materials silently inflate working capital, drive procurement inefficiencies,…
