Ledgerline

Anomalies & duplicates

Reflects the last time each detector below was run — click Recalculate/Scan to refresh.

Anomaly detection

Compares each vendor's most recent active month against their own history.

Summary

Three vendors show notable changes in spending patterns: Peak Ridge Contractors increased both transaction count and amounts, Cascade Business Interiors spent more per transaction, and QuickServe Office Supplies had more frequent activity than usual.

High confidence

Peak Ridge ContractorsHigh confidence
count z=2.27 · amount z=2.27

Peak Ridge Contractors shows notably higher transaction frequency and spending amounts compared to their typical patterns, worth reviewing.

Amount only

Cascade Business InteriorsAmount only
count z=0.00 · amount z=2.27

Cascade Business Interiors spent roughly 2x their typical monthly amount in recent activity, while transaction frequency remained normal.

Count only

QuickServe Office SuppliesCount only
count z=2.27 · amount z=0.00

QuickServe Office Supplies had significantly more transactions than usual, though the overall spend amount stayed in line with typical levels.

Not enough data

Summit Construction Group3 txns / 2 active months
Morrison & Foerster LLP4 txns / 2 active months
Bright Path Consulting2 txns / 1 active months
Lakeside Office Solutions3 txns / 1 active months

Possible duplicates

Same vendor, amount within 1%, dates within 3 days of each other.

Adobe IncPossible duplicate

05/26/2026 · $54.99 vs. 05/24/2026 · $54.99

Notion LabsPossible duplicate

03/17/2026 · $96.00 vs. 03/15/2026 · $96.00

Grainger Industrial SupplyPossible duplicate

06/02/2026 · $205.00 vs. 06/04/2026 · $206.00

Run history

Each run is a standalone snapshot — reopening one shows exactly what was true then, even if the underlying data has since changed.