UNSPSC

Automatic UNSPSC classification for procurement teams

DESCRIPTION
UNSPSC gives procurement a common language — but only if it’s applied consistently, at scale, and in a way teams actually trust.
clients
Trusted by procurement, finance, and data teams in complex organisations that need comparable spend insight across suppliers, locations, and business units.
How
We classify procurement data using UNSPSC in a way that is accurate, scalable, and reusable — combining automation with validation to create a trusted spend baseline.

What is UNSPSC and why it matters in procurement

The United Nations' Standard Products and Services Code (UNSPSC) is a standardised scheme for procurement data. Its aim is to have a unified standard for international use so a single source of truth exist for spend types.

Using is often seen as a technical exercise. In reality, it’s a strategic one.

When procurement data isn’t classified consistently, organisations lose their ability to compare. The same product shows up under different descriptions. Spend fragments across categories. Teams talk about cost, but can’t see patterns clearly enough to act on them.

UNSPSC exists to solve this — by providing a standard structure that allows organisations to see what they are really buying, across suppliers, teams, and entities. But simply choosing UNSPSC doesn’t create insight. How it’s implemented determines whether it becomes useful or ignored.

How Automatic UNSPSC Classification Works

Step 1: Decide why you are using UNSPSC

UNSPSC can support many goals: spend visibility, supplier consolidation, benchmarking, or CFO-level reporting. Being explicit about the goal matters, because it determines the level of detail and consistency required. Classification for reporting has different "getting started" priorities from classification for negotiation or strategic sourcing.

Step 2: Classify at invoice line-item level, not supplier level

Real insight lives in the detail. High-level categories hide variation. Line-item classification allows procurement teams to see differences in pricing, volumes, and supplier behaviour that would otherwise disappear. This is where UNSPSC creates leverage instead of admin.

Step 3: Handle messy reality, not ideal inputs

Suppliers have multiple services and product types. Product names are outdated. Invoice descriptions ambiguous. The same item appears under multiple spellings and formats. A usable UNSPSC implementation accepts this reality. Automation accelerates classification, while rules and validation handle ambiguity instead of pretending it doesn’t exist.

In short: auto-classify UNSPSC while the system flags priority review items to the team.

Step 4: Improve accuracy through use, not one-off clean-ups

Automatic UNSPSC classification should not be a static project. As new data flows in, accuracy increases. Feedback loops allow corrections to strengthen future results. In practice, this leads to classification accuracy of up to 95% over time — without restarting the process for every new dataset.

Step 5: Create comparability across the organisation

Once UNSPSC is applied consistently, teams can finally compare like with like. Spend across locations becomes visible through spend classification. Supplier normalisation makes overlap obvious. Fragmentation shows up clearly. This is the moment where procurement shifts from reactive buying to strategic control.

Step 6: Turn classification into outcomes

With structured UNSPSC data, procurement can identify consolidation opportunities, negotiate framework agreements, and reduce cost exposure without increasing risk. Finance gains a clearer view of spend drivers. Leadership gets numbers that hold up under scrutiny.

Link with existing systems – ERP exports, SAP, Oracle, Microsoft Fabric, Concur, Procurement Tools.

The big advantage of UNSPSC? Flexibility in which tools you can use.

The results are concrete. Tens of thousands of procurement lines no longer require manual categorisation, removing months of repetitive work. Procurement teams move faster. Negotiations become data-backed. Decisions become easier to defend.

UNSPSC is not about perfection. It's about consistency.

A shared structure that makes spend visible, comparable, and actionable. At scale.

Read Next: Procurement

United Nations Procurement information:
Manually search the schemeMore on UNSPSC
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