AGENT ROI & FAILURE REPORT
Acme Distribution Co. · AP Invoice Processor
What it did
1,284
invoices processed
86%
auto-approved
177
routed to a human
214 hrs
saved
ROI
+ Labor value+ $8,560
+ Overpayments caught+ $12,400
− Meihaku− $250
NET+ $20,710
82× the weekly cost. This is the line your CFO keeps.
Silent failures — no crash, no alert
HIGH$4,100
9 invoices coded to the wrong GL account
$4,100 at risk
HIGH$2,250
3 paid against expired POs
$2,250 at risk
REVIEWflagged
1 vendor bank-detail mismatch — possible fraud, held
Held for review
“Keep the agent. Fix three rules. It would have quietly lost $6,350 this week.”