Aurum matches, merges and cleans scattered records into a deduplicated golden master. The engine proposes; your data steward reviews, corrects and publishes. Nothing is a black box.
The same item is written dozens of ways, so no one knows how many distinct items exist.
Values sit in the wrong columns — a country name in the manufacturer field — corrupting every report.
Category codes disagree with the real category, so spend never rolls up to the right place.
Cleaning hundreds of thousands of lines by hand is impossible; doing it blindly is untrustworthy.
A deterministic engine clusters raw lines describing the same item and collapses duplicates.
Stewards review every match and remove, move, merge, split or edit anything that looks wrong.
For a bad grouping, the LLM proposes a clean record with a rationale and citations — a human approves.
Every record is placed in the UNSPSC taxonomy so spend rolls up by real, standard category.
Match rate, unmatched spend, missing attributes and reclassification rate — tracked for sign-off.
Steward edits are stored as overrides, never in-place mutation, so any decision can be undone.
A workbench to review matches, fix the wrong ones and build a clean master they can stand behind.
A data-quality dashboard with match health, unmatched spend and audit sign-off.
Review records by category segment and correct misclassifications in their own domain.
Every golden record shows the exact source lines behind it, each flagged by confidence.
Records are graded publish-ready, usable or too sparse, so only trustworthy data reaches the master.
Reviewed records never shift silently; logic changes affect future runs, not settled decisions.
A brand-authority and reference layer the engine reads on every run and the steward grows over time.
Aurum is the Latin word for gold and the source of gold’s chemical symbol, Au. The product’s job is to refine raw, messy records into a golden master — the single trusted version worth keeping. The name captures that act of turning noise into something pure and valuable.
Every change is logged in a full audit trail, each record carries the lineage of the source lines behind it, and no AI proposal is ever published without explicit human approval.
Request a demo to see how Aurum turns your messy records into a golden master your team can trust.