accounts_payable · manufacturing · workflow
Ollie automates AP invoice processing with Stampli's Billy AI, cutting daily review from hours to minutes
Ollie's AP team spent hours each day manually translating vendor invoice language into internal SKU names, needed re-approval for every slight variance, and routed approver changes through email and instant messages.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Vendor invoice arrives
Vendor invoices arrive using different SKU names and language than Ollie uses internally.
Tools used
StampliBilly
Outcome
Daily invoice processing dropped from hours to minutes, approver re-routing became self-service, variance checks run automatically within acceptable ranges, and Ollie has been able to postpone adding headcount to the AP department.
Results
Time savedfour hours to four minutes, daily
Grounding & classification
Source type: vendor customer story
30 fields verified against source quotes.
data extractiondocument aiinvoicepurchase orderhuman review describedmetric backednamed customerproduction runtime claimedsource backedtools describedworkflow describedmanufacturingcost reductioncycle time reductionemployee productivitytime savedvendor customer storyaccounts payableinvoice processingdocument to recordextract classify route