What to do next, before your next payment run.
This is the shortlist. Every issue is ranked by what it puts at risk and paired with the single action that resolves it — no theory, no dashboards to read. Work top to bottom and the exposure closes itself.
The shortlist
Possible duplicate payment -- Zenith IT Consulting, $4,498 paid 2 time(s)
Possible duplicate payment -- Delta Freight Solutions, $4,068 paid 2 time(s)
Possible duplicate payment -- BluePeak Marketing, $3,972 paid 2 time(s)
Possible duplicate payment -- Quartz Design Studio, $1,635 paid 2 time(s)
Possible duplicate payment -- Zenith IT Consulting, $1,036 paid 2 time(s)
The complete list, every row and amount, lives in the Financial Review. Open report →
Business risks
100 missing values in ap_export_dirty.csv may lead to decisions based on partial information.
12 duplicate or near-duplicate rows (including records spelled or formatted differently) can cause double-counting in downstream reporting or billing.
11 same-vendor, same-amount payment pairs totaling $17,668 at risk were flagged close together in time -- if both halves of a pair are genuine payments, this is a duplicate payment risk. Itemized in Critical Findings; verify with AP before your next payment run.