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Mastercard gives card issuers AI scores to find suppliers who will take cards over checks

Mastercard launched an AI tool that scores which suppliers will take card payments, aiming banks at what it sizes as an $80 trillion B2B payments market. Its first banks, Absa and Emirates NBD, now have to show how much check and ACH spend it moves onto cards.

The Investor · Invest desk

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What happened

  • Mastercard says the platform finds suppliers that already take cards so that payments to them can move off checks, ACH transfers and cash.
  • The software comes bundled with consulting from Mastercard's Advisors & Transformation team on which suppliers to prioritize.
  • Mastercard plans an accounts receivable version after the payables product, with insight on late payers and bad debt.
  • Mastercard unveiled the product at the Sibos banking conference in Miami.

Why it matters

  • What's now possible capability Issuers can rank a corporate client's suppliers by likelihood of accepting a card before spending sales effort on outreach, the step Mastercard says manual processes and fragmented data have slowed.
  • Who's exposed exposure Corporate buyers who use the tool give the card network their payables records, and with them a view of whom they pay and how.
  • What it sets up precedent A receivables version would take Mastercard's data onto the supplier side, where Pettican says more than 30% of payments miss agreed terms.

Mastercard's announcement of Advanced B2B Analytics [1] puts the payoff in its opening lines: issuers "can now drive commercial card spend at scale, capture additional revenues and help corporate clients identify opportunities to optimize working capital" [13]. Working capital comes third. The company sizes the addressable B2B payments opportunity at about $80 trillion [2]. "We believe there's an $80 trillion opportunity to help corporates and small businesses re-engineer the way payments are made today between buyers and suppliers," Marc Pettican, Mastercard's global head of Corporate Solutions [10], told American Banker [11]. Mastercard did not say how much of that pool it expects to reach a card, what issuers pay for the tool, or what it earns on the spend that converts [1][2]. Each percentage point of the $80 trillion that does move is about $800 billion of payments [21].

The pitch to both sides of the invoice is about timing. Invoices typically carry 30-, 60- or 90-day terms [18]. Pettican said that when buyers move a supplier payment to a card product, they generate a working capital benefit, and that makes it very powerful from the buyer's perspective. "It's also very attractive to the supplier because the supplier potentially can get paid earlier than the terms that they're accepting," he said [17]. Aaron McPherson, principal at AFM Consulting, gave a reason besides settlement speed: card payments come with a whole structure for disputing a transaction that a wire does not have, he told American Banker [20].

The tool goes after the cost of finding suppliers who will switch. According to the release, issuers and corporate buyers lack an insight-driven way to pick which suppliers to approach, and fragmented data and manual processes slow conversion [15]. The fix is a propensity score that ranks a client's suppliers by how likely each is to accept a card [4]. It is built from accounts payable data the client hands to Mastercard [6]. Mastercard's own survey figure sets the size of the job. Nearly half of suppliers expect buyers to ask for card payment more often [16], so just over half do not [22].

Mastercard is building for the buyer's bank first. The supplier and acquirer side is promised for later [5], as is a receivables version [9]. That sequence puts the first product with the card issuer, the party whose revenue the release names [13]. Pettican previewed the receivables pitch with a late-payment figure. He said over 30% of payments do not hit the terms suppliers afforded, and suppliers get no benefit when a payment turns up late [19].

If the first banks move check and ACH volume onto cards, the score becomes a standard sales tool for commercial card issuers. Flagged suppliers could also keep refusing, leaving the product as a payables dashboard. A third path runs through receivables, where Mastercard says it wants to show how often a company chases money it is owed and whether a customer has left it with bad debt [9]. I think the first outcome is the one Mastercard built for, given the order it chose and the revenue line it led with. The counter-case comes from the first issuer to speak. Pascalle Albrecht of Absa Business Banking described the partnership in cash-flow terms: it "gives clients a smarter way to understand their payment ecosystems, unlock value across their supplier networks and improve cash flow management," she said [12]. If Absa and Emirates NBD report working-capital gains for clients without growth in commercial card volume [3], the thesis is wrong.

What to watch

  • Commercial card volume disclosures from Absa and Emirates NBD that can be tied to supplier conversions from the tool.
  • Launch timing and design of the accounts receivable and supplier- and acquirer-side versions Mastercard has promised.
  • Any Mastercard estimate of how much of the $80 trillion it considers convertible to card, or pricing for issuers.

Information, not investment advice. This story is general information about companies and markets, drawn from cited reporting. It is not a recommendation to buy, sell or hold any security; check the cited sources before acting.

Clarity's read

What the record supports and how the coverage leans. The claims behind it follow.

Reality

Evidence35
Adoption15
Hype gap+40
Incentives75
Confidence55
Why these scores

Claim ledger

Ranked by verification strength, evidence, and original report placement.

  1. [1]

    Mastercard introduced Mastercard Advanced B2B Analytics, a card acceptance analytics platform that provides supplier payment insights in minutes.

    Reported Supported Source: Mastercard announcementView cited source
  2. [2]

    Mastercard puts the addressable B2B payments opportunity at approximately $80 trillion.

    Reported Supported Source: Mastercard estimate, also reported by American BankerView cited source
  3. [3]

    Absa Group and Emirates NBD are among the first financial institutions to offer Advanced B2B Analytics to their corporate clients.

    Reported Supported Source: Mastercard announcementView cited source
  4. [4]

    The platform identifies suppliers most likely to accept card payments using dynamic acceptance propensity scoring enabled by an AI-powered infrastructure.

    Reported Supported Source: Mastercard announcementView cited source
  5. [5]

    Mastercard will further extend intelligence and insights to the supplier and acquirer side of the ecosystem.

    Reported Supported Source: Mastercard announcementView cited source
  6. [6]

    Advanced B2B Analytics allows the card network to ingest accounts payable data from a business and present it back to that business.

    Reported Supported Source: American BankerView cited source
  7. [7]

    Mastercard rolled out Advanced B2B Analytics at the Sibos conference in Miami.

    Reported Supported Source: American BankerView cited source
  8. [8]

    The platform can help Mastercard's customers identify clients that accept card payments and move supplier payments away from checks, ACH or cash to card.

    Reported Supported Source: American BankerView cited source
  9. [9]

    Mastercard will eventually roll out the product for accounts receivable after first focusing on accounts payable, with insights on how often a company chases payments it is owed or whether it has bad debt from a customer.

    Reported Supported Source: American Banker, citing PetticanView cited source
  10. [10]

    Marc Pettican is global head of Corporate Solutions at Mastercard.

    Reported Supported Source: Mastercard announcementView cited source
  11. [11]

    "We believe there's an $80 trillion opportunity to help corporates and small businesses re-engineer the way payments are made today between buyers and suppliers," Pettican told American Banker.

    Reported Supported Source: Marc Pettican, MastercardView cited source
  12. [12]

    "Our partnership with Mastercard gives clients a smarter way to understand their payment ecosystems, unlock value across their supplier networks and improve cash flow management," said Pascalle Albrecht, Executive for Commercial Issuing, Product at Absa Business Banking.

    Reported Supported Source: Pascalle Albrecht, Absa Business BankingView cited source
  13. [13]

    "Issuers can now drive commercial card spend at scale, capture additional revenues and help corporate clients identify opportunities to optimize working capital."

    Reported Supported Source: Mastercard announcementView cited source
  14. [14]

    The platform is combined with consulting expertise from the Mastercard Advisors & Transformation team, including recommendations on supplier prioritization.

    Reported Supported Source: Mastercard announcementView cited source
  15. [15]

    Issuers and corporate buyers often lack an insight-driven way to identify and prioritize supplier acceptance opportunities; fragmented data and manual processes can slow conversion.

    Reported Supported Source: Mastercard announcementView cited source
  16. [16]

    Nearly half of suppliers expect buyers to request card payments more frequently in the years ahead.

    Reported Supported Source: Mastercard announcementView cited source
  17. [17]

    "If they move [the supplier payment] to a card product, they generate a working capital benefit, and therefore that becomes very powerful from a buyer's perspective," Pettican said. "It's also very attractive to the supplier because the supplier potentially can get paid earlier than the terms that they're accepting."

    Reported Supported Source: Marc Pettican, Mastercard, to American BankerView cited source
  18. [18]

    Invoices typically carry a 30-, 60- or 90-day term.

    Reported Supported Source: American BankerView cited source
  19. [19]

    "Consistently,when we talk to suppliers, over 30% payments just don't hit the terms that [suppliers] afforded, and they get no benefit when [the payment] turns up late," Pettican said.

    Reported Supported Source: Marc Pettican, Mastercard, to American BankerView cited source
  20. [20]

    "One of the advantages of card [payments] is that it has this whole structure for disputing a transaction that you don't have with a wire," McPherson told American Banker. "That's one reason why people might want to use it besides the delay and settlement."

    Reported Supported Source: Aaron McPherson, principal at AFM ConsultingView cited source
  21. [21]

    Each percentage point of Mastercard's $80 trillion B2B estimate that moves to card is about $800 billion of payments.

    Derived Supported
  22. [22]

    Just over half of suppliers do not expect buyers to request card payments more frequently.

    Derived Supported

Sources

2 independent publishers whose own reporting we read for this story.

  1. americanbanker.com

    1 article · September 29, 2026

    Mastercard adds AI to analyze supplier payment
  2. cpapracticeadvisor.com

    1 article · September 29, 2026

    Mastercard Adds AI-Powered B2B Analytics Solution for Commercial Payments

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