Segment → Family → Class → Commodity
Infrastructure · ProcurementRead the case →
Spend classified to UNSPSC commodity level from zero classification history, for Strukton
0classification history at start
+20%accuracy gained by adding human review
Real work. Real margins.
How technical businesses in FM, construction, manufacturing, and infrastructure use Pearstop to clean their data and protect their margins.
Hard services FM · Asset data
9,175 supplier spellings brought back to 1,493 for SPIE Building Solutions
Every asset matched against SPIE's own approved supplier list, scored for confidence, and ranked so the team knew exactly where to review first.
73.1%matches confirmed
107,081lines enhanced
204,029asset records
As it arrivedNORDPUMPNordpump B.V.NordpmpNORDPUMP NLNordpump Pompen
Canonical supplierNordpumpNames changed. Same shape as the real register.
Client cases
Named work, real dataMargin estimate before each container is bought
Retail · ProcurementRead the case →
Margin visible before the purchase is committed, for FARO
Up to 7%higher sell-through
1 weekvs six months by hand
Before
After
Invoice extraction accuracyCleaning services · InvoicesRead the case →
Invoice extraction accuracy from 70% to 99% for a cleaning services company
~300invoices a month
Pilot → livenow on subscription
Manufacturing · DocumentsRead the case →
Site visit reports turned into clean proposal documents for Lemtech
~0manual re-entry
1–3 hrssaved per proposal
Patterns we see
£36.75£53.40
Pattern · Construction
A 45% price spread on one aluminium windowsill, bought on ten projects
Ten descriptions, one item. Invisible until classified.
See the pattern →Pattern · Cleaning & soft FM
30 toilet paper suppliers in twelve months, and nobody chose them
Same roll, five prices. A 68% spread on one product.
See the pattern →RS-448120MFR 6205-2RS
Checked against manufacturer dataPattern · Manufacturing & MRO
The real manufacturer part number behind every reseller code
Checked matches replace slow offshore research, so you can buy direct.
See the pattern →In their words
“The confidence scoring meant our team knew where to spend their review time first, instead of starting from scratch on 200,000 rows.”
Bart van PeijHead of Master Data Management, SPIE Building Solutions“Our site visit reports come in every format imaginable - handwritten notes, spelling mistakes, scribbles. Pearstop built a system that automatically pulls them into a clean proposal document. It saves our team hours on every job.”
Vince OutCommercial Manager, Lemtech“We had thousands of product lines that needed to be categorised before we could even begin to understand our costs. Pearstop classified them in under a week. That would have taken our team six months and still would not have been this accurate.”
David TorrCEO, FAROSend us 200 lines. We send them back labelled.
No clean-up first, no cost, nothing to install. The fastest way to see what your own data looks like classified.
