accounts payable
Accounts payable AI workflow patterns
Verified production AI workflows in accounts payable — including named customers, verbatim metrics, and vendor case sources. The sub-patterns below open into the common implementation shape and first-deployment failures for each.
Across 143 documented accounts payable cases
Recurring tools
stampli 34billy 20vic.ai 19medius 18ocr 15medius ap automation 10tipalti 10netsuite 7abbyy 5medius fraud & risk detection 5nanonets 5ramp 5
What fails first / common problems
Higher Ground's previous approval workflow required multiple back-and-forth emails when changes were needed, and invoices could take up to two weeks to get approved, a process that grew more complex as new campuses opened.
— Higher Ground Education processes 80% of invoices on Autopilot at 98% accuracy with Vic.aiDiesel Direct's template-based document management and workflow software proved inflexible and prone to errors, breaking whenever vendor invoice formats changed and requiring costly manual template redevelopment each time.
— Diesel Direct achieves 84% no-touch invoice processing and 99% accuracy with Vic.aiPrior OCR solutions including Amazon Textract and Docparser were tried but encountered either accuracy issues or a lack of flexibility in handling new document formats.
— Financial services provider in Paris automates invoice processing with Nanonets AIManual AP workflows caused missed payments, limited visibility, and approval delays for construction finance teams.
— Medius AP automation helps Briggs Equipment achieve 75% touchless invoice processingThe Second City's previous AP automation tool, built on NetSuite, failed to correctly scan vendor invoices, misreading line items, requiring extensive manual corrections, and costing $40K per year without delivering functional automation.
— 7 accounts payable automation case studies that prove resultsRepresentative reported outcomes
from 5 to 1.2 minutes per invoice · > 90%
CNRG boosts invoice processing 4x with Vic.ai, achieving 60% no-touch rate and 76% time reduction
more than 10 minutes per invoice · 80%
Higher Ground Education processes 80% of invoices on Autopilot at 98% accuracy with Vic.ai
5,000 invoices a month · 94%
Leading real estate company processes 5,000 invoices/month at 90% accuracy with Vic.ai autonomous finance platform
1,500 to 2,000 invoices per month · 93%
Global Roofing Group automates invoice processing with Vic.ai achieving 93% out-of-the-box accuracy
90% · 10 to 15 minutes
HallKeen Management expands Vic.ai AP automation after 90% invoice processing time reduction at HallKeen Assisted Living
Reported by the source case, as published — not independently verified.
Featured workflows in this category
A curated selection — highest-trust cases with the richest evidence (first-deployment failures documented, metrics on record). The full accounts payable corpus is reachable via search.
Financial services provider in Paris automates invoice processing with Nanonets AI
Nanonets → Nanonets OCR AI → Amazon Textract → Docparser
Nanonets' three-step AI workflow achieved an accuracy score of ~96% for object detection and ~98% for image classification, wit….
7 accounts payable automation case studies that prove results
Ramp Bill Pay → OCR
Ramp Bill Pay delivered over 80% reduction in AP processing time at REVA, 2x faster invoice processing and $40K annual savings ….
Stampli delivers 25x AP efficiency for Alden Renewables during ERP migration to Netsuite
Netsuite → QuickBooks
The Stampli migration completed in 20 or 30 minutes.
Wolf Construction eliminates paper-based AP with Stampli, enabling remote invoice approval
Stampli → Billy the Bot
Stampli eliminated paper invoices, enabled remote and mobile invoice approval, strengthened controls, and saved enough time tha….
Stampli's AI delivers a 25x AP efficiency boost for Alden Renewables during ERP migration
Stampli → Netsuite → QuickBooks
The Stampli migration took 20 to 30 minutes, and Stampli's AI enabled a 25x boost in AP efficiency — one person handles AP in 2….
ABBYY FlexiCapture Automates Invoice Processing for PAPCO Energy, Delivering 50% Labor Reduction and $30,000 Annual Savings
ABBYY FlexiCapture for Invoices → Factor → PaperVision → SharePoint
FlexiCapture for Invoices reduced invoice processing time by up to six hours per day, cut labor by 50%, and generated $30,000 i….
Medius Capture: AI-powered e-invoice processing with 96.3% touchless rate for PO invoices
Medius Capture → OCR → Supplier Conversations → Medius Supplier Portal
Medius customers process invoices at an average cost of ~$2.
Elkjøp shifts 40,000 AP hours per year to higher-value tasks with Vic.ai
Vic.ai → SAP → OCR
Elkjøp now processes invoices in 48 seconds or less at 96% total accuracy and 100% cost account accuracy, saving the AP team an….