Key Takeaways
- In 2023, the global accounts receivable automation market was valued at $5.2 billion and is projected to reach $12.8 billion by 2030, growing at a CAGR of 13.7%
- The U.S. factoring industry turnover reached $150 billion in 2022, marking a 12% increase from the previous year
- Europe's receivables finance market grew by 8.5% in 2023 to €1.1 trillion in volume, driven by supply chain finance programs
- The U.S. average Days Sales Outstanding (DSO) for Q4 2023 was 38.2 days, up 1.5 days from Q4 2022
- Manufacturing sector DSO averaged 52 days in 2023, highest among industries
- Wholesale trade DSO stood at 41 days globally in 2023
- Bad debt as % of revenue averaged 0.8% globally in 2023
- US businesses recovered 85% of delinquent accounts over 90 days in 2023 via agencies
- Average recovery rate for B2B bad debts was 65% within 12 months in Europe 2023
- Global invoice factoring volume reached $3.8 trillion in 2023, up 9% YoY
- US factoring market share of total receivables was 8% in 2023, financing $170 billion
- Spot factoring transactions grew 25% to $500 billion globally in 2023
- 75% of AR teams adopted automation tools in 2023, reducing manual processing by 60%
- AI-driven AR prediction models improved cash flow forecast accuracy to 92% in 2023
- E-invoicing adoption reached 65% in EU firms by 2023, cutting DSO by 8 days
Global receivables financing and automation markets are growing rapidly across all regions.
Collections & Recovery
- Bad debt as % of revenue averaged 0.8% globally in 2023
- US businesses recovered 85% of delinquent accounts over 90 days in 2023 via agencies
- Average recovery rate for B2B bad debts was 65% within 12 months in Europe 2023
- Third-party collection agencies recovered $12 billion in US consumer debts in 2023
- 42% of global invoices paid late by over 30 days in 2023, with 15% recovery cost increase
- UK SMEs wrote off 1.5% of receivables as bad debt in 2023, up from 1.2% in 2022
- Early intervention collections recovered 92% of debts under 60 days old in 2023 benchmarks
- Global first-party collection success rate was 70% for debts <90 days in 2023
- Legal collections recovered 40% of commercial debts over $50k in US 2023
- Asia-Pacific bad debt write-offs rose 20% to $45 billion in 2023
- Automated reminders improved recovery rates by 25% for overdue invoices in 2023
- Average cost to collect a delinquent account was $125 in US SMBs 2023
- 35% of recovered debts in Europe 2023 were via amicable negotiations
- US hospitals recovered 75% of AR over 120 days via specialized agencies in 2023
- Promise-to-pay success rate was 88% for 30-60 day delinquencies in 2023
- Global write-off rate for >180 day AR was 55% in 2023
- Collection agencies in Australia recovered AUD 2.5 billion in commercial debts 2023
- 28% of B2B disputes resolved pre-collection in 2023, reducing bad debt by 15%
- India’s recovery rate for MSME dues was 60% via SARFAESI Act in 2023
- Average time to recover 90+ day debts was 120 days in US manufacturing 2023
- Brazil’s judicial recovery for receivables achieved 50% success rate in 2023
- Digital collections platforms boosted recovery by 30% for SMEs in 2023
- 65% of global firms used AI for collections prioritization in 2023, improving rates by 18%
- Commercial collection recovery rate dropped to 62% for debts >1 year in 2023
Collections & Recovery Interpretation
Factoring & Financing
- Global invoice factoring volume reached $3.8 trillion in 2023, up 9% YoY
- US factoring market share of total receivables was 8% in 2023, financing $170 billion
- Spot factoring transactions grew 25% to $500 billion globally in 2023
- Reverse factoring programs financed 15% of large corporates' supply chain payables in 2023
- SMEs accessed 40% of factoring finance in Europe 2023, totaling €400 billion
- Invoice discounting represented 60% of UK receivables finance in 2023 at £15 billion
- Confidential factoring grew 12% in Italy to €180 billion in 2023
- Cross-border factoring volume was $1.2 trillion globally in 2023, up 10%
- Brazil factoring financed 25% of agribusiness receivables worth BRL 100 billion 2023
- Average factoring advance rate was 85% of invoice value in US 2023
- Dynamic discounting offered average 2% discounts on 10-day early payments in 2023
- China's online factoring platforms handled RMB 3 trillion ($420 billion) in 2023
- Australia non-recourse factoring grew to AUD 10 billion in 2023
- 70% of factored invoices were paid within terms in global surveys 2023
- Middle East recourse factoring dominated 80% of $45 billion market in 2023
- India GST invoice discounting volume hit ₹1.2 lakh crore in 2023
- Factoring fees averaged 1.5-2.5% of invoice value globally in 2023
- Supply chain finance adoption by Fortune 500 reached 55% in 2023, financing $300 billion
- Canada invoice factoring grew 14% to CAD 25 billion in 2023
- 45% of US manufacturers used factoring for working capital in 2023 survey
- Global blockchain-based factoring pilots financed $10 billion in 2023
- Average factoring facility size for mid-market was $5 million in US 2023
- 62% of global CFOs plan to increase receivables financing usage in 2024 per 2023 survey
Factoring & Financing Interpretation
Key Performance Indicators
- The U.S. average Days Sales Outstanding (DSO) for Q4 2023 was 38.2 days, up 1.5 days from Q4 2022
- Manufacturing sector DSO averaged 52 days in 2023, highest among industries
- Wholesale trade DSO stood at 41 days globally in 2023
- Tech industry average DSO was 45.6 days in the US for 2023
- Retail sector DSO averaged 28 days in Europe 2023, lowest due to quick cycles
- Construction industry DSO hit 75 days in 2023, affected by project delays
- Healthcare DSO average was 55 days in US hospitals for 2023
- Average global DSO for SMEs was 47 days in 2023, vs 35 for large corps
- US services sector DSO was 42.3 days in Q3 2023
- Energy sector DSO averaged 60 days globally in 2023 due to volatility
- Automotive industry DSO was 48 days in Europe 2023
- Food & Beverage DSO averaged 36 days in US 2023
- Chemicals sector DSO hit 58 days globally in 2023
- Telecom DSO was 40 days average in Asia 2023
- Average Days Payable Outstanding (DPO) for US firms was 45 days in 2023
- Cash Conversion Cycle (CCC) averaged 65 days for manufacturers in 2023
- Best-in-class AR teams achieve DSO under 30 days, representing top 20% in 2023 benchmarks
- Average order-to-cash cycle time was 52 days globally in 2023
- Dispute rate in AR processes averaged 4.2% of invoices in 2023
- E-invoicing compliance reduced DSO by 5 days on average in EU firms 2023
- US non-financial corporates DSO rose to 39.5 days in Q1 2024 from 38.2 prior year
- Logistics sector DSO averaged 50 days in 2023, impacted by freight delays
- Pharmaceuticals DSO was 70 days average in 2023 due to payer negotiations
- Average AR turnover ratio was 9.2 times per year for US firms in 2023
- Global average past-due AR as % of total AR was 22% in 2023
- Collection effectiveness index (CEI) averaged 78% for mid-market firms in 2023
Key Performance Indicators Interpretation
Market Size & Growth
- In 2023, the global accounts receivable automation market was valued at $5.2 billion and is projected to reach $12.8 billion by 2030, growing at a CAGR of 13.7%
- The U.S. factoring industry turnover reached $150 billion in 2022, marking a 12% increase from the previous year
- Europe's receivables finance market grew by 8.5% in 2023 to €1.1 trillion in volume, driven by supply chain finance programs
- The invoice factoring market in Asia-Pacific is expected to grow from $250 billion in 2023 to $450 billion by 2028 at a CAGR of 12.5%
- Global B2B receivables outstanding totaled $3.5 trillion in Q4 2023, with late payments affecting 45% of invoices
- The U.S. accounts receivable management services market size was $4.1 billion in 2022, projected to hit $6.8 billion by 2030 at 6.5% CAGR
- In 2023, the UK invoice discounting and factoring market volume was £25 billion, up 10% YoY
- Latin America's factoring turnover increased 15% to $120 billion in 2022, led by Brazil and Mexico
- The dynamic discounting market globally reached $50 billion in transaction volume in 2023, growing 20% annually
- India's receivables financing market expanded to ₹2.5 lakh crore ($30 billion) in FY2023, with 25% growth
- Global supply chain finance market size was $62 billion in 2023, forecasted to $95 billion by 2028 at 9% CAGR
- Australia's invoice finance industry funded $45 billion in 2023, a 7% rise from 2022
- The Middle East factoring market grew 18% to $40 billion in 2023, primarily in UAE and Turkey
- Canada's accounts receivable financing volume hit CAD 20 billion in 2023, up 11%
- South Africa's receivables industry turnover was ZAR 150 billion ($8.5 billion) in 2023, growing 9%
- Global reverse factoring adoption led to $200 billion in financed invoices in 2023
- The U.S. commercial receivables market stands at $2.8 trillion annually, with 30% financed externally
- China's invoice discounting market volume reached RMB 5 trillion ($700 billion) in 2023
- Germany's factoring market volume was €220 billion in 2023, a 6% increase
- The worldwide debt collection agencies market was valued at $15.6 billion in 2023, expected to grow to $22.1 billion by 2030
- France's receivables finance sector handled €180 billion in 2023, up 7.2%
- Italy's factoring turnover hit €300 billion in 2023, leading Europe with 14% growth
- Spain's invoice finance market grew to €90 billion in 2023, 10% YoY
- Japan's receivables financing market size was ¥40 trillion ($270 billion) in FY2023
- The global AR software market is projected to grow from $11.4 billion in 2024 to $25.6 billion by 2032 at 10.6% CAGR
- Brazil's factoring industry volume reached BRL 400 billion ($80 billion) in 2023, up 16%
- Netherlands factoring market was €35 billion in 2023, growing 8%
- Singapore's trade receivables financing hit SGD 50 billion in 2023
Market Size & Growth Interpretation
Technology & Automation
- 75% of AR teams adopted automation tools in 2023, reducing manual processing by 60%
- AI-driven AR prediction models improved cash flow forecast accuracy to 92% in 2023
- E-invoicing adoption reached 65% in EU firms by 2023, cutting DSO by 8 days
- Robotic Process Automation (RPA) handled 40% of invoice matching tasks globally 2023
- Cloud-based AR platforms grew 28% in user base to 12 million in 2023
- Blockchain reduced cross-border AR disputes by 35% in pilots 2023
- Mobile AR apps used by 45% of field sales teams for real-time collections 2023
- Predictive analytics cut bad debt by 22% for adopters in 2023 benchmarks
- API integrations between ERP and AR systems reached 80% adoption in large firms 2023
- Self-service portals resolved 55% of customer queries without agent help in 2023
- Machine learning scored invoice risk with 95% accuracy in 2023 tools
- Digital wallets accepted for AR payments by 30% of global firms in 2023
- AR dashboards with real-time KPIs used by 70% of finance teams 2023
- OCR accuracy for invoice data extraction hit 99% in 2023 AI solutions
- IoT-enabled smart contracts automated 20% of AR collections in logistics 2023
- Chatbots handled 50% of collections calls in top performers 2023
- Open banking APIs sped up AR verification by 40% in Europe 2023
- Generative AI generated 80% of personalized dunning emails in 2023 pilots
- Zero-touch AR processing achieved 75% rate in best-in-class 2023
- Cybersecurity incidents in AR systems dropped 25% with AI monitoring 2023
- Voice AI verified 60% of payment promises accurately in 2023
- AR gamification apps boosted collections by 15% in SMBs 2023
- Quantum computing pilots optimized AR portfolios 10x faster in 2023 labs
- 5G enabled real-time AR data sync for 90% of mobile teams 2023
- VR training for AR teams reduced onboarding time by 40% in 2023
- Federated learning improved AR fraud detection without data sharing 2023
Technology & Automation Interpretation
Sources & References
- Reference 1GRANDVIEWRESEARCHgrandviewresearch.comVisit source
- Reference 2FCIfci.nlVisit source
- Reference 3EUROFACTOReurofactor.comVisit source
- Reference 4MARKETSANDMARKETSmarketsandmarkets.comVisit source
- Reference 5CHROBINSONchrobinson.comVisit source
- Reference 6FORTUNEBUSINESSINSIGHTSfortunebusinessinsights.comVisit source
- Reference 7UKFINANCEukfinance.org.ukVisit source
- Reference 8C2FOc2fo.comVisit source
- Reference 9RBIrbi.org.inVisit source
- Reference 10MORDORINTELLIGENCEmordorintelligence.comVisit source
- Reference 11AFSLafsl.com.auVisit source
- Reference 12FACTORSfactors.orgVisit source
- Reference 13NBFAnbfa.co.zaVisit source
- Reference 14TAULIAtaulia.comVisit source
- Reference 15FEDERALRESERVEfederalreserve.govVisit source
- Reference 16PBCpbc.gov.cnVisit source
- Reference 17BFSbfs.deVisit source
- Reference 18BUSINESSRESEARCHINSIGHTSbusinessresearchinsights.comVisit source
- Reference 19FEDAFfedaf.comVisit source
- Reference 20ASSIFACTassifact.comVisit source
- Reference 21ASEAFaseaf.esVisit source
- Reference 22BOJboj.or.jpVisit source
- Reference 23SKYQUESTTskyquestt.comVisit source
- Reference 24ANFACanfac.org.brVisit source
- Reference 25NVFnvf.nlVisit source
- Reference 26MASmas.gov.sgVisit source
- Reference 27NACMnacm.orgVisit source
- Reference 28HIGHRADIUShighradius.comVisit source
- Reference 29PWCpwc.comVisit source
- Reference 30BENCHbench.coVisit source
- Reference 31CREDITSAFEcreditsafe.comVisit source
- Reference 32CFODIVEcfodive.comVisit source
- Reference 33DEFINITIVEHCdefinitivehc.comVisit source
- Reference 34IFACifac.orgVisit source
- Reference 35EYey.comVisit source
- Reference 36ACEAacea.autoVisit source
- Reference 37FOODPROCESSINGfoodprocessing.comVisit source
- Reference 38ICCA-CHEMicca-chem.orgVisit source
- Reference 39GSMAgsma.comVisit source
- Reference 40INVESTOPEDIAinvestopedia.comVisit source
- Reference 41GARTNERgartner.comVisit source
- Reference 42ARASSOCIATIONarassociation.orgVisit source
- Reference 43MCKINSEYmckinsey.comVisit source
- Reference 44BILLTRUSTbilltrust.comVisit source
- Reference 45EDICOMGROUPedicomgroup.comVisit source
- Reference 46TI-INSIGHTti-insight.comVisit source
- Reference 47PHARMEXECpharmexec.comVisit source
- Reference 48CBIZcbiz.comVisit source
- Reference 49CREDITVILLAGEcreditvillage.orgVisit source
- Reference 50CTOCREDITctocredit.comVisit source
- Reference 51DNBdnb.comVisit source
- Reference 52ACAINTERNATIONALacainternational.orgVisit source
- Reference 53INTRUMSJUSTITIAintrumsjustitia.comVisit source
- Reference 54FDCAINTERNATIONALfdcainternational.orgVisit source
- Reference 55FSBfsb.org.ukVisit source
- Reference 56EXPERIANexperian.comVisit source
- Reference 57ABIabi.orgVisit source
- Reference 58DUNBRADSTREETdunbradstreet.comVisit source
- Reference 59BILLbill.comVisit source
- Reference 60EUROCOLLECTeurocollect.netVisit source
- Reference 61HFMAhfma.orgVisit source
- Reference 62GETFLEXgetflex.comVisit source
- Reference 63IFRSifrs.orgVisit source
- Reference 64CREDITCORPcreditcorp.com.auVisit source
- Reference 65TRADESHIFTtradeshift.comVisit source
- Reference 66MSIDCmsidc.orgVisit source
- Reference 67NAMnam.orgVisit source
- Reference 68SERASAserasa.com.brVisit source
- Reference 69FINAGRAPHfinagraph.comVisit source
- Reference 70CREDITWORTHYcreditworthy.comVisit source
- Reference 71COMMERCIALFACTORcommercialfactor.orgVisit source
- Reference 72BLUEVINEbluevine.comVisit source
- Reference 73JPMORGANjpmorgan.comVisit source
- Reference 74FACTORSCHAININTERNATIONALfactorschaininternational.orgVisit source
- Reference 75ASSETBASEDFINANCEassetbasedfinance.org.ukVisit source
- Reference 76FACTORITALIAfactoritalia.itVisit source
- Reference 77IFCGFifcgf.comVisit source
- Reference 78ABFACabfac.org.brVisit source
- Reference 79FACTORFINDERSfactorfinders.comVisit source
- Reference 80CBIRCcbirc.gov.cnVisit source
- Reference 81IFAFifaf.org.auVisit source
- Reference 82FCI-MEAfci-mea.comVisit source
- Reference 83FUNDTHROUGHfundthrough.comVisit source
- Reference 84DEMICAdemica.comVisit source
- Reference 85CAFBAcafba.caVisit source
- Reference 86Visit source
- Reference 87WEFORUMweforum.orgVisit source
- Reference 88WHITEFORDwhiteford.comVisit source
- Reference 89AFPONLINEafponline.orgVisit source
- Reference 90ECec.europa.euVisit source
- Reference 91DELOITTEdeloitte.comVisit source
- Reference 92APPSRUNTHEWORLDappsruntheworld.comVisit source
- Reference 93IBMibm.comVisit source
- Reference 94SALESFORCEsalesforce.comVisit source
- Reference 95SAPsap.comVisit source
- Reference 96ZENDESKzendesk.comVisit source
- Reference 97ML-IN-FINANCEml-in-finance.orgVisit source
- Reference 98MASTERCARDmastercard.comVisit source
- Reference 99TABLEAUtableau.comVisit source
- Reference 100ABBYYabbyy.comVisit source
- Reference 101MAERSKmaersk.comVisit source
- Reference 102GONGgong.ioVisit source
- Reference 103EBAeba.europa.euVisit source
- Reference 104OPENAIopenai.comVisit source
- Reference 105INSTAMEDinstamed.comVisit source
- Reference 106NUANCEnuance.comVisit source
- Reference 107DUOLINGOduolingo.comVisit source
- Reference 108ERICSSONericsson.comVisit source
- Reference 109STRIVRstrivr.comVisit source
- Reference 110GOOGLECLOUDgooglecloud.comVisit source






