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Benchmark 01 · AI workflows

Accounts payable cost & cycle benchmark

What does one invoice really cost you, and how far are you from the top performers? We measure your full cost per invoice, cycle time, exception rate and touchless rate, then place you against the Ardent Partners 2025 market reference and its top-performing AP teams.

Get your free snapshot Industry report · $199
The market reference

What the market looks like.

$9.84Average cost to process one invoice (Ardent Partners, State of ePayables 2025)1
79%Lower processing cost at top-performing AP teams than at their peers1
18.4%Average invoice exception rate across AP departments1
KPIMarket referenceTop performers / noteSource
Cost per invoice$9.84 average79% lower than peers1
Invoice cycle time8.2 days average79% faster than peers1
Exception rate18.4% average47% lower than the market1
Suppliers able to e-invoice57% average1.4× as many suppliers1
Staff time on supplier inquiries21.9% averageAbout half as much1

AP is the most measurable back-office workflow: every invoice has a cost, a cycle time and an outcome. Analysts size the AP automation market at USD 3.4–5.7 billion in 2025, growing 10–14% a year2,3, driven by cloud ERP and e-invoicing mandates.

Who it’s for

Is this benchmark for you?

Industries

Manufacturing · Wholesale & distribution · Construction & real estate · Hospitality · Healthcare · Retail & e-commerce

Buyer

CFO & finance · COO & operations

Company profile

50+ employees

You need it if…

  • More than 500 supplier invoices a month
  • Invoices still keyed into the ERP by hand
  • Late fees, duplicates or missed early-payment discounts
The benchmark

What we measure. What you get.

What we measure

  • Fully loaded cost per invoice (people, tools, rework)
  • Cycle time from receipt to approval and posting
  • Exception rate by cause: price, quantity, missing PO, duplicate
  • Touchless (straight-through) rate
  • Early-payment discounts captured vs missed

What you receive

  • Your position vs market average and top performers on every KPI
  • Cost gap in dollars per year, per KPI
  • Root causes of your top three exception types
  • Costed automation roadmap with estimated integration weeks
Typical turnaround: 2–3 weeksService: AI workflowsFree snapshot: availableRelated workflow: Invoice-to-pay →
Industry report · Edition 1 · $199

Accounts Payable Cost & Cycle Benchmark 2026.

The full study behind this page: the market, the benchmark, the cost of the gap, how leaders close it, and the tools to act on it.

What’s included

106pages
37chapters
17cited sources
6tools & templates

Tools you can use straight away

  • Cost-of-the-gap model with worked examples
  • Business-case template
  • KPI scorecard
  • Maturity self-assessment
  • 12-month roadmap
  • Vendor question list

About this edition: built from published research and NEWMIND models. It does not yet include our own survey; Edition 2 adds survey data from decision-makers, free for Edition 1 buyers.

Reserve your copy · $199 Online checkout opens soon. Reserve now and we email you the payment link; nothing is charged today.

Contents

  1. 01About this editionp. 4
  2. 02Executive summaryp. 5
  3. 03The marketp. 7
  4. 04KPIs and methodp. 9
  5. 05The benchmarkp. 10
  6. 06Where AP cost comes fromp. 12
  7. 07Exceptions: the hidden cost centrep. 14
  8. 08The cost of the gapp. 15
  9. 09How leaders close the gapp. 17
  10. 10AI in accounts payablep. 18
  11. 11Controls and payment fraudp. 19
  12. 12E-invoicing readinessp. 20
  13. 13Solution landscapep. 21
  14. 14Sector deep dive: Manufacturingp. 23
  15. 15Sector deep dive: Wholesale & distributionp. 27
  16. 16Sector deep dive: Construction & real estatep. 31
  17. 17Sector deep dive: Hospitalityp. 35
  18. 18Sector deep dive: Healthcarep. 39
  19. 19Sector deep dive: Retail & e-commercep. 43
  20. 20Sector deep dive: Professional services & SaaSp. 47
  21. 21Playbook: small companies (under 1,000 invoices a month)p. 51
  22. 22Playbook: mid-size companies (1,000–10,000 invoices a month)p. 55
  23. 23Playbook: large and multi-entity organisations (10,000+ a month)p. 58
  24. 24Implementation playbook: from selection to go-livep. 62
  25. 25Change management and the AP team of the futurep. 66
  26. 26Measuring and reporting valuep. 70
  27. 27A 12-month roadmapp. 74
  28. 28Business-case templatep. 75
  29. 29Self-assessment toolkitp. 76
  30. 30Worked scenariosp. 77
  31. 31Invoice exception diagnostic workbookp. 84
  32. 32Process-mapping templatesp. 89
  33. 33Vendor evaluation scorecardp. 93
  34. 34Policies and controls templatesp. 96
  35. 35Supplier e-invoicing onboarding kitp. 100
  36. 36Glossaryp. 104
  37. 37Sourcesp. 105
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Free sample · 20 pages

Read the first 20 pages free.

Cover, contents, the ten key findings, the market, KPIs and method, the benchmark, where AP cost comes from, exceptions, the cost of the gap and how leaders close it. Tell us where to send it and download it straight away.

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Next step

Turn this benchmark into your custom workflow.

The benchmark shows where accounts payable stands against the market. NEWMIND PARTNERS designs, builds and runs the workflow that closes your gap, built around the systems you already use.

01

Feasibility audit

We measure your workflow on your data (read-only), then compare every solution on the market, off-the-shelf or custom.

02

Design

The workflow that fits your systems, suppliers and approval rules, with a human checkpoint on every decision that matters.

03

Build and run

Senior engineers build it, connect it to the tools you already use and run it in production with an audit trail.

04

Prove it

Baseline on day one, then the change in cost, hours and cash, reported every month.

Start with a feasibility audit

Find out what your workflow really costs, which solution fits best, and the business case to back it. No commitment.

How it works

Four steps. No disruption.

01

Intake call

30 minutes with a senior engineer to agree scope, KPIs and the data we need.

02

Data, read-only

Exports or read-only access to the systems involved. Nothing is changed.

03

Analysis

Your numbers placed against the published market references, KPI by KPI.

04

Readout

Your position, the cost gap in dollars and a costed roadmap to close it.

Reports & custom benchmarks

Questions or a custom benchmark?

Ask the team about the accounts payable report, or request a custom benchmark on your own data.

  • Your position vs market average and top performers on every KPI
  • Cost gap in dollars per year, per KPI
  • Root causes of your top three exception types
Your details are used only to prepare your benchmark. A senior engineer replies, not a sales rep.
Thank you. We have your request and will be in touch by email.

Sources

  1. 1
    Ardent Partners, The State of ePayables 2025 — “Part Nine: AP Benchmarks and Best-in-Class Performance” (22 Jan 2026). payablesplace.ardentpartners.com/2026/01/state-of-epayables-part-nine-ap-benchmarks-and-best-in-class-performance/
  2. 2
    Future Market Insights, Accounts Payable Automation Market (USD 3.4B in 2025, 10.3% CAGR). futuremarketinsights.com/reports/accounts-payable-automation-market
  3. 3
    Custom Market Insights, Accounts Payable Automation Market (USD 5.7B in 2025, 14% CAGR). custommarketinsights.com/report/accounts-payable-automation-market/