Data Quality

MRO Spend Is the Most Under-Classified Category in Facilities Management

Maintenance, repair, and operations spend covers everything from spare parts to consumables to emergency purchases. Most of it never gets classified consistently enough to manage.

Data Quality28 June 20265 min read

Quick answer: MRO spend covers spare parts, consumables, tools, and small emergency purchases, usually bought from dozens of different suppliers with no shared naming convention. Because it's low value per transaction, it rarely gets the classification attention that bigger categories do, which is exactly why MRO spend is one of the most consistently under-managed lines in an FM budget.

Why MRO gets ignored

No single MRO transaction is big enough to trigger scrutiny. A £40 part here, a £120 tool there, spread across dozens of suppliers and hundreds of transactions a year. Individually, none of it looks worth the effort to review. Collectively, it's a real budget line that nobody manages as one.

Why low value doesn't mean low impact

Added up across a portfolio and a year, unclassified MRO spend is often larger than people expect, and because it's never been classified, nobody can say which suppliers, categories, or sites are driving it.

What classification unlocks even at this scale

Once MRO purchases are classified the same way regardless of supplier or site, you can finally see the shape of the spend, which categories dominate, which suppliers are used most, and where consolidating purchasing would actually save money.

Pearstop classifies MRO spend at the same level of detail as any bigger category, so the parts, tools, and consumables budget that usually gets ignored because it's low value per line finally gets managed as the real cost centre it actually is.

Stephanie Wiechers

Stephanie Wiechers

CEO & Co-founder, Pearstop

Stephanie leads Pearstop's go-to-market and strategic direction. She works directly with procurement and FM leaders across Europe to understand how data quality affects margins, contracts, and AI readiness.

LinkedIn →

Further reading

Latest Insights

Commercial FM

Why Commercial FM Contracts Are Priced for One Reality and Billed for Another

Commercial FM contracts are negotiated against a defined scope. The invoices that follow rarely refl…

Read more
AI & Digital

Can AI Actually Classify Procurement Data, or Is That Still a Myth?

Every procurement platform claims AI classification now. Here's what it can genuinely do today, and …

Read more
Asset Management

Why Asset Data and Spend Data Never Agree With Each Other

Your asset register says one thing. Your maintenance spend says another. Here's why these two datase…

Read more