In manufacturing and asset-intensive industries, Maintenance, Repair, and Operations (MRO) inventory is rarely treated as a core business driver. Instead, it sits quietly in the background—often messy, inaccurate, and heavily reliant on guesswork. But ignoring it comes at a steep price.
On an episode of OGN Unchained, host Casey Hall sat down with Chris Collins, co-founder and CEO of Allerve, to discuss why cleaning up your MRO data isn't just about tidying up—it's a major competitive advantage.
Studies show that technicians spend up to 22% of their time searching for parts—either physically in unorganized warehouses or wrestling with poor data in their ERP systems. When master data is reduced to generic terms (like logging 70 different valves with just the word "valve"), no one trusts the system. The result? Extended equipment downtime and massive drains on labor productivity.
Many companies attempt traditional ERP data "cleansing" projects, only to find themselves deeply dissatisfied a year later. Cleansing typically just standardizes formatting, whereas enriching is an additive process. By physically verifying parts and leveraging modern tools—such as AI-driven visual semantic recognition—companies can match parts to affordable commercial equivalents rather than constantly overpaying for high-priced OEM parts.
Optimizing MRO inventory doesn't require waiting for a massive corporate mandate. Plant managers can start small by:
Ultimately, treating MRO data as a strategic asset frees up capital and keeps operations running smoothly.