Accounts Receivable Automation Statistics 2026: 20 Verified Numbers

What do the newest accounts receivable automation statistics show?

This page tracks 20 verified statistics on accounts receivable (AR) automation, B2B collections, and days sales outstanding (DSO): how much cash is trapped in slow AR, why B2B customers pay late, how many finance teams still run AR by hand, and what changes when order-to-cash gets automated. Every number is traced to the organization that actually produced it, not copied from another roundup.

Four source families make up this page: The Hackett Group's annual US Working Capital Survey and AI World Class Finance Benchmarks, Atradius's Payment Practices Barometer (US and Western Europe editions), PYMNTS Intelligence's accounts receivable research (including its Corcentric-sponsored 2023 CFO survey), and Versapay's 2026 Cash Flow Clarity Report with Wakefield Research. Each citation links directly to the page where the number appears; every link was checked on 2026-09-22.

This page complements our separate accounts payable automation statistics page — that one covers the pay-out side of the cash cycle (AP), this one covers the collect-in side (AR).

How much cash is trapped in slow accounts receivable?

• A cash conversion cycle improvement of 4%, to 37 days, in 2025 was driven mainly by days payable outstanding (DPO) rebounding to 59 days, even as days sales outstanding (DSO) worsened for a second straight year. Source: The Hackett Group, 2025 US Working Capital Survey (2025).
• Accounts receivable is now the single largest source of excess working capital among the top 1,000 US public nonfinancial companies: an 18-day DSO gap between top-quartile and median performers represents a $600 billion opportunity. Source: The Hackett Group, 2025 US Working Capital Survey (2025).
• Across the same 1,000 companies, $1.7 trillion remains trapped in excess working capital overall — equal to 35% of gross working capital and 11% of aggregate revenue. Source: The Hackett Group, 2025 US Working Capital Survey (2025).

How often do B2B customers pay late, and why?

• US B2B suppliers report 52% of invoice value paid on time, 43% overdue, and 5% written off as bad debt. Source: Atradius, Payment Practices Barometer: B2B Payment Practices Trends in the US 2025.
• Asked why customers pay late, US respondents cite customer liquidity issues (45%), delays in the payment process (33%), supply chain disruptions (26%), and invoice disputes (23%) (multiple responses allowed). Source: Atradius, Payment Practices Barometer: B2B Payment Practices Trends in the US 2025.
• Over the past 12 months, 37% of US firms saw DSO shorten, 28% saw it lengthen, and 35% saw no change. Source: Atradius, Payment Practices Barometer: B2B Payment Practices Trends in the US 2025.
• To bridge cash gaps, US firms lean on bank loans (68%), invoice financing (57%), internal funds (53%), and trade credit (52%). Source: Atradius, Payment Practices Barometer: B2B Payment Practices Trends in the US 2025.
• In Western Europe, 47% of B2B invoices are currently overdue and about 6% end up as bad debts — yet 50% of firms have not scaled back credit offerings despite the uncertainty. Source: Atradius, B2B Payment Practices Trends in Western Europe 2025.

How many finance teams still run accounts receivable manually?

• 35% of mid-sized firms remain entirely dependent on manual AR processes, and more than 75% of small-to-mid-sized businesses still manually chase collections or handle disputes by email. Source: PYMNTS Intelligence, For 86% of Firms, Nearly a Third of Invoiced Sales Are Late (2025).
• Only 23% of CFOs report their AR team is fully caught up on invoices, and 27% of respondents say their AR team spends at least half its time resolving invoice disputes. Source: PYMNTS Intelligence, For 86% of Firms, Nearly a Third of Invoiced Sales Are Late (2025).
• PYMNTS Intelligence research finds AR automation can cut collection times by as much as 67% for companies that adopt it. Source: PYMNTS Intelligence, For 86% of Firms, Nearly a Third of Invoiced Sales Are Late (2025).

Do CFOs actually want more AR automation?

• 9 in 10 CFOs (90%) at firms with $250M+ in revenue say they need more AR automation. Source: PYMNTS Intelligence x Corcentric, Accounts Receivable Automation Smooths Order-to-Cash Continuum (July 2023).
• 68% of CFOs said payment delays had caused problems for their firm in the prior six months, and 41% called it the single biggest source of disruption in AR. Source: PYMNTS Intelligence x Corcentric, Accounts Receivable Automation Smooths Order-to-Cash Continuum (July 2023).
• 45% of CFOs cite invoicing errors and discrepancies specifically as a source of AR disruption, separate from payment delays. Source: PYMNTS Intelligence x Corcentric, Accounts Receivable Automation Smooths Order-to-Cash Continuum (July 2023).

What does AI-driven order-to-cash automation actually change?

• Modeling process-led AI transformation of order-to-cash, The Hackett Group finds process costs can decline 52-59% while staffing requirements fall 56-64%. Source: The Hackett Group, AI World Class Finance Benchmarks (July 2026).
• Automated credit decisions increase 138% and digital order intake rises 134% under the same AI-led model, reducing downstream rework before an invoice is even issued. Source: The Hackett Group, AI World Class Finance Benchmarks (July 2026).
• As data quality improves upstream, invoice corrections drop by roughly half, dispute resolution speeds up 43%, and cash application reaches 89% straight-through auto-match. Source: The Hackett Group, AI World Class Finance Benchmarks (July 2026).
• Freed from manual reconciliation, collectors spend 83% more time directly engaging customers, and average delinquent days decline 85%. Source: The Hackett Group, AI World Class Finance Benchmarks (July 2026).

Is payment-delay pressure getting better or worse in 2026?

• 69% of finance leaders report late customer payments increased over the past 12 months, and 78% say unexpected AR issues are now forcing changes to capital investment, hiring, or borrowing decisions. Source: Versapay x Wakefield Research, 2026 Annual Cash Flow Clarity Report (February 2026).
• 81% say collecting outstanding invoices has become more challenging, and 74% report their team spends significant or moderate time every week chasing late payments. Source: Versapay x Wakefield Research, 2026 Annual Cash Flow Clarity Report (February 2026).

How should you cite these statistics, and how often is this page updated?

Every statistic on this page names its source and links to where the number appears; the citation format below covers the page as a whole.

This page gets rechecked on a rolling basis: every source link is re-tested, every figure is re-confirmed against the original page, and any statistic superseded by a newer edition of the same report gets swapped out. The "last verified" date at the top of this page reflects the most recent check, not the original publish date.