Embedded payments put payment acceptance, payouts or supplier payments inside software that is not a bank, such as a point of sale, a marketplace, an ERP or an AP-automation tool; embedded finance adds accounts, cards and loans. A licensed processor or payment facilitator moves the money (Stripe, Adyen, Checkout.com, PayPal's Braintree, Square, Toast) and a bank holds it, either a sponsor bank such as Cross River, The Bancorp or Lead Bank, or a large bank selling its own APIs, such as J.P. Morgan Payments, Fifth Third's Newline or U.S. Bank. The risk sits in pooled custodial accounts: when middleware firm Synapse filed for Chapter 11 on 22 April 2024, partner banks found $60–90 million less than its records showed (CFPB, September 2025), and from March 2023 to April 2026 the FDIC, OCC and Federal Reserve put sponsor banks including Cross River, Lineage, Sutton, Piermont, Thread, Blue Ridge, Evolve and Community Federal Savings Bank under formal orders. The FDIC's 17 September 2024 proposal to make banks keep owner-level records and reconcile daily was still not final in October 2026. Revenue divided by volume runs from 0.16% (Adyen, H1 2026, net) to 2.59% (Toast, Q2 2026, gross). To evaluate a provider such as Medius, start with who holds the funds: Medius Payments routes payments through the customer's own bank accounts, while BILL, Tipalti and AvidXchange move them through their own platforms.
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What it is
Payments, accounts or cards built into non-bank software, with a licensed processor and a bank behind it
Who holds the money
Always a bank or licensed money transmitter; usually in a pooled custodial (FBO) account
Enforcement
8 sponsor-bank orders read for this page, Mar 2023 to Apr 2026, from the FDIC, OCC and Fed
Synapse
Chapter 11 on 22 Apr 2024; $60–90 m shortfall (CFPB, Sep 2025)
Take rates
0.16% (Adyen, net) to 2.59% (Toast, gross) of volume, 2025–2026 filings
What are embedded payments and embedded finance?
Embedded payments are payment acceptance, payouts or bill payment that run inside software whose main job is something else: a restaurant point of sale, a marketplace, a vertical SaaS product, an ERP or an accounts-payable tool. Embedded finance is the wider version, adding deposit accounts, cards, lending and treasury to the same software. In both cases the software company owns the screen and the customer relationship; a licensed payments company processes the money; and a bank, or a licensed money transmitter that banks with one, holds it. When the bank is a partner that lends its charter, its BSA/AML programme and its access to the card networks and Federal Reserve rails to non-bank programmes, the industry calls it a sponsor bank, and the arrangement banking-as-a-service (BaaS).
The structure matters because money in these programmes is usually pooled. A fintech or middleware company opens one custodial account at the bank “for the benefit of” its users (an FBO account) and keeps its own sub-ledger of who owns what. The FDIC described the problem in its September 2024 proposal: custodial accounts “may hold funds of many thousands of consumers and businesses, and the bank may not readily know or be able to determine the individual owners of funds in the custodial account”. That is the gap that opened at Synapse, and it is why the bank in Figure 1 is drawn as the one party that holds the money and carries the legal duties.
There are three common shapes. In the payment-facilitator (PayFac) model the software company or its processor signs the merchant as a sub-merchant under its own acquiring relationship: Toast does this for its restaurants and Square for its sellers. In the platform model a processor such as Stripe Connect or Adyen for Platforms onboards the platform's users, and the platform earns a share of the fee. In the direct bank model the platform contracts the bank itself through APIs, without a middleware ledger in between: J.P. Morgan Wallet and Fifth Third's Newline sell this. AP-automation vendors split the same way on one question, covered in the evaluation section below: whether supplier payments leave the customer's own bank account or pass through funds the vendor holds.
Who supplies embedded payments: payment platforms, sponsor banks or large banks?
All three, and the lines are moving. Payment platforms are taking their own regulated licences so they depend less on a sponsor. According to the sources on our profiles, Stripe MALPB, a Georgia merchant acquirer limited purpose bank, became the acquirer for Stripe's Visa and Mastercard transactions under terms dated 28 May 2026 (Stripe); Checkout.com went live with US direct acquiring under its own Georgia charter in September 2026 (Checkout.com); PayPal applied in December 2025 for PayPal Bank, a Utah industrial loan company (PayPal); and Adyen is a licensed credit institution. Fintechs that rented charters are applying for their own: the American Banker reported on 11 September 2026 that Nubank launched in the US through a sponsor partnership with Lead Bank while it works through the OCC's conditions for its own charter. The table lists what each platform publishes; rows marked “profile” are sourced on the linked profile page. Volumes, prices and AI claims are the companies' own, with the date.
| Provider | Model | What is embedded | Who holds the money | Pricing where published | AI features on the record | Source |
|---|---|---|---|---|---|---|
| Stripe (Connect) | Payment platform; platforms onboard sub-merchants through Connect | Card and bank acceptance, payouts, issuing, treasury accounts | Stripe Payments Company (state-licensed money transmitter); Stripe MALPB is Visa/Mastercard acquirer under terms dated 28 May 2026 (profile) | Starts at 2.9% + 30¢ per card charge; where the platform sets pricing: $2 per monthly active account and 0.25% + 25¢ per payout | Payments Foundation Model (May 2025): card-testing detection on large businesses up 64% (profile) | Stripe Connect pricing, Oct 2026; Stripe profile |
| Adyen (for Platforms) | Single-platform acquirer and processor that is itself a bank | Acceptance, payouts, accounts and cards for platforms' users; Toast partnership expanded to the US in H1 2026 | Adyen N.V., a DNB-licensed credit institution with a US federal branch (profile) | Interchange++ plus a per-transaction fee; price list on adyen.com (not reproduced) | Uplift and Dynamic Identification lifted customer conversion 0.9 points on average by end-H1 2026 | Adyen pricing; Adyen H1 2026 results |
| Checkout.com | Enterprise acquirer and processor | Acceptance and payouts for large merchants and marketplaces | E-money institutions in the UK and EEA; US direct acquiring under its Georgia MALPB charter, live September 2026 (profile) | Not published (quoted per merchant) | Intelligent Acceptance: over $20 billion of merchant revenue unlocked, 26,000 optimisations a minute (June 2026, profile) | Checkout.com profile |
| PayPal (Braintree) | Wallet plus unbranded processor for platforms | Braintree card processing and payouts for marketplaces; PayPal and Venmo checkout | PayPal, Inc. as state-licensed money transmitter; applied in December 2025 for PayPal Bank, a Utah ILC (profile) | Not compared here: Braintree's enterprise rates are negotiated | Fraud and risk models; agentic-commerce services since Oct 2025 (profile) | PayPal 8-K, Jul 2026; PayPal profile |
| Block (Square) | PayFac: sellers are sub-merchants of Square | Payments inside Square POS and software; Square Loans | Block as PayFac; Square Financial Services is a Utah ILC (profile) | Published per-channel rates (not reproduced) | Managerbot agent proposes actions to sellers (Apr 2026, profile) | Block Q2 2026 letter; Block profile |
| Toast | Vertical SaaS that is the PayFac for its restaurants | Card acceptance inside the POS; Toast Capital loans | Toast is not a bank; loans originated by WebBank (profile) | Quoted per restaurant | Toast IQ assistant and agents (profile) | Toast Q2 2026 results; Toast profile |
| Marqeta | Card issuer-processor and program manager | Cards issued inside other companies' apps | Partner banks in the US; its own EMI (TransactPay) in the UK and EEA (profile) | Not published | AI risk score in Real-Time Decisioning (31 Mar 2026, profile) | Marqeta profile |
On the bank side there are two groups. Sponsor banks (Cross River, The Bancorp, Lead Bank and the smaller banks in the enforcement table below) provide the charter and the rails to many fintech programmes at once. Large banks sell embedded products to platforms and corporates directly, with the bank's own ledger as the system of record. Goldman Sachs is the counter-example: the firm agreed to transition the Apple Card, the best-known embedded consumer programme of the last decade, to another issuer, and its 2025 results show what leaving cost.
| Bank | Model | What the record shows | Source |
|---|---|---|---|
| Cross River Bank | Sponsor bank on its own real-time core; lending, payments, cards, crypto | Powers lending, payments, card and crypto for 'over 100' technology partners including X, Upgrade, Upstart, Trustly, Stripe, Plaid, Coinbase, Checkout, Bill.com and Affirm; $50 million equity raise from T. Rowe Price-advised accounts for 'embedded finance 2.0' with 'a sophisticated AI layer' (31 Mar 2026) | Business Wire, Mar 2026 |
| The Bancorp | Sponsor bank (OCC national bank) for card, payroll and consumer fintechs | Top three fintech partners held $3.83 billion (47%) of deposits at year-end 2025 and produced $83.5 million (59%) of fintech fees plus all $169.3 million of credit-enhancement income; fintech gross dollar volume $53.45 billion in Q2 2026, up 22.5% | Bancorp profile (10-K FY2025; Q2 2026 call) |
| Lead Bank | Sponsor bank (Kansas City) | Nubank launched its US banking products through a sponsor partnership with Lead Bank on 11 Sep 2026 while it works toward its own OCC charter | American Banker, Sep 2026 |
| J.P. Morgan Payments | Large-bank embedded finance: accounts, payments and sub-ledger APIs | J.P. Morgan Wallet, an API-based sub-ledgering solution, gives BILL unique virtual account numbers with real-time data across wire, ACH and real-time payment rails, all with one bank account | J.P. Morgan, May 2026 |
| Fifth Third (Newline) | Embedded-payments platform for fintechs and enterprises | Newline fee revenue up 35% year on year in Q2 2026 with related deposits of $5.3 billion (+$2.1 billion); MCP server extended with 'Skills' so clients' AI models can use the bank's tools (13 Apr 2026) | Fifth Third profile (Q2 2026 call; Apr 2026 release) |
| U.S. Bank (Elavon) | Acquirer embedding payments in owned and partner software | Embedded payments 'grows at ~4x core acquiring' and rose from 20% (2019) to 34% (3Q 2025 YTD) of payments revenue; agentic commerce listed among its embedded-payments initiatives; a gen-AI assistant for embedded-banking clients' developer portal (Jan 2026, profile) | U.S. Bancorp investor deck, Nov 2025; U.S. Bancorp profile |
| Goldman Sachs | Exited its flagship embedded consumer programme | Agreed to transition the Apple Card program to another issuer; $2.26 billion of markdowns and termination obligations cut 2025 Platform Solutions net revenues to $151 million from $2.13 billion, more than offset by a $2.48 billion reserve reduction | Goldman Sachs 4Q25 results, Jan 2026 |
Two facts in that table explain most sponsor-bank risk. At The Bancorp three partners held 47% of deposits at year-end 2025, so a single programme leaving moves the bank's funding: Chime, one of them, said on 8 September 2026 that it would buy a bank of its own (see the Bancorp profile). And Cross River lists over 100 technology partners on one core, which is why a sponsor bank's third-party risk programme, not the fintech's, is what examiners test.
What went wrong in banking-as-a-service, from the Synapse collapse to the consent orders?
Synapse Financial Technologies sat between fintech apps and their partner banks, keeping the ledger of which end user owned which dollar in the banks' pooled accounts. It filed for Chapter 11 on 22 April 2024. According to the CFPB, “the partnering banks determined that the total funds they were holding for consumers was less than the total amount of consumer funds reflected in records Synapse provided to them, reflecting a shortfall of between $60 and $90 million”, and consumers “did not have any access to their funds for weeks or months”. The Bureau filed a complaint and proposed stipulated judgment on 21 August 2025; the court entered it on 12 September 2025 with a $1 civil money penalty, set at that level so the Bureau could pay victims from its Civil Penalty Fund. Evolve Bank & Trust, a Synapse partner, had been put under a Federal Reserve cease-and-desist order two months after the bankruptcy, on 14 June 2024, which the Board said requires Evolve to oversee its fintech partners “including through enhanced procedures related to recordkeeping”.
Synapse was the visible failure inside a wider wave. Between March 2023 and April 2026 the FDIC, the OCC and the Federal Reserve put banks with fintech, prepaid and payment-processing programmes under formal orders; the table covers the eight we read in full, so it is a sample, not a census. It reads each order's own text: who issued it, when it was signed or issued, and what it requires. The pattern is consistent. The bank must inventory its fintechs and their downstream partners, rebuild BSA/AML monitoring for customers it never onboarded directly, look back over past transactions, write exit plans, and, in the stricter orders, get the regulator's or the board's approval before adding a partner or product.
| Bank | Regulator and order | Date | What it requires | Status (Oct 2026) |
|---|---|---|---|---|
| Cross River Bank (NJ) | FDIC consent order FDIC-22-0040b | Consent agreement 8 Mar 2023 | Regional Director's written non-objection before any new third party or new credit product (fair-lending order) | — |
| Blue Ridge Bank (VA) | OCC consent order AA-ENF-2023-68 | 24 Jan 2024 | No new fintech partners or products until BSA compliance; account-approval criteria for each fintech and sub-partner | Terminated 13 Nov 2025 |
| Lineage Bank (TN) | FDIC consent order FDIC-23-0041b | Stipulation 29 Jan 2024 | Prior consent for growth of 10% or more; third-party risk programme covering direct and downstream fintechs; termination plans; reserve-account adequacy review | — |
| Sutton Bank (OH) | FDIC and Ohio DFI, FDIC-23-0110b | Stipulation 1 Feb 2024 | Inventory of third-party AML duties; review of prepaid program managers' suspicious-activity monitoring | — |
| Piermont Bank (NY) | FDIC consent order FDIC-23-0038b | Consent agreement 26 Feb 2024 | Data and systems review; board approval before any new or renewed third-party relationship; BSA lookback | — |
| Thread Bank (TN) | FDIC consent order FDIC-24-0022b | Stipulation 21 May 2024 | Risk limits per fintech partner; exit plan covering third-, fourth- and fifth-party providers | — |
| Evolve Bank & Trust (AR) | Federal Reserve cease-and-desist | Announced 14 Jun 2024 | Oversight and monitoring of fintech partners, including recordkeeping; AML and consumer-compliance fixes | Synapse's largest partner bank |
| Community Federal Savings Bank (NY) | OCC consent order AA-ENF-2025-21 | Signed 24 Apr 2026 | BSA/AML action plan with OCC non-objection; SAR lookback by an independent consultant; findings centre on its fast-grown 'payment processing line' | Signed by OCC Novel Bank Supervision |
The orders also show the wave turning without ending. The OCC terminated Blue Ridge Bank's order on 13 November 2025, saying the bank's safety and soundness no longer required it, while new orders kept arriving: the OCC's order against Community Federal Savings Bank, signed 24 April 2026, says the bank “has significantly grown its payment processing line, relative to its size” since 2020 and that its monitoring thresholds had not been tuned to that line. Orders are modified and lifted over time, so check the FDIC, OCC and Federal Reserve enforcement databases for current status before relying on any row. Supervisory expectations did not change with the administration: the interagency third-party risk guidance of June 2023 applies to every programme in this table.
What happened to the FDIC's custodial-account recordkeeping rule?
On 17 September 2024 the FDIC board proposed a rule for certain custodial accounts holding deposits that non-banks accept on behalf of consumers and businesses: banks holding them would have to keep accurate records to determine the individual owner of the funds, “including a requirement to reconcile the account for each individual owner on a daily basis”, and these duties would apply even if the bank uses a third party to keep the records. Then-Chairman Martin Gruenberg tied it directly to deposits “placed in a bank by a third party such as Synapse”. On 3 March 2025 the FDIC board withdrew three outstanding proposals (brokered deposits, corporate governance and the Change in Bank Control Act) and incentive-compensation authority; the custodial-account proposal was not among them. We found no final rule and no withdrawal on fdic.gov as of October 2026, so the proposal remains open but not in force. Banks running FBO accounts are being held to its substance one consent order at a time: Lineage's 2024 order already required a review of reserve-account adequacy for all fintech liabilities, and Evolve's requires better recordkeeping.
What do embedded payments earn: take rates from the companies' own filings?
“Take rate” means different things in different filings, so the table puts each company's revenue line next to the volume it reports for the same period and divides one by the other. The ratio is our arithmetic; the inputs are quoted from the filing or release. The spread is wide because the numerators differ: Toast reports gross fintech revenue, before it pays interchange to card issuers, while Adyen and Marqeta report net revenue after those pass-through costs; PayPal reports both a gross figure and transaction margin dollars after transaction expense and losses.
| Company | Period | Volume | Revenue line | Revenue ÷ volume | What the numerator includes | Source |
|---|---|---|---|---|---|---|
| Adyen | H1 2026 | €803.8 bn processed | Net revenue €1,302.9 m | 0.16% | Net of interchange and scheme fees | Adyen, 13 Aug 2026 |
| Marqeta | FY 2025 | $383 bn TPV | Net revenue $625 m | 0.16% | Issuer processing; net revenue | Marqeta profile (FY2025 results) |
| BILL | FY to 30 Jun 2026 | $371.3 bn TPV | Transaction fees $1,211.2 m | 0.33% | Plus $148.4 m of float revenue on funds held for customers | BILL 10-K and results, Aug 2026 |
| PayPal | Q2 2026 | $486.4 bn TPV | Transaction revenues $7,832 m; TM$ $3.9 bn | 1.61% gross; 0.80% after transaction costs | Includes branded checkout, Venmo and Braintree | PayPal 8-K, 28 Jul 2026 |
| Square (Block) | Q2 2026 | $72.8 bn GPV | Square gross profit $1.16 bn | 1.59% | Gross profit includes software, Square Loans and hardware | Block Q2 2026 letter |
| Toast | Q2 2026 | $60.7 bn GPV | Financial technology solutions revenue $1,570 m | 2.59% | Gross revenue before interchange and network fees | Toast, 4 Aug 2026 |
| AvidXchange | Q4 2024 | $21.9 bn TPV | Transaction yield $5.80 per transaction | per transaction | Last quarter reported before the Oct 2025 take-private | AvidXchange 8-K, Feb 2025 |
| Stripe | 2025 | $1.9 tn total volume | Not disclosed | List: from 2.9% + 30¢ | Private; prices published, revenue not | Stripe profile; Connect pricing page |
Three conclusions follow for a platform deciding whether to embed. First, the money in card acceptance is mostly interchange that passes through: Toast's 2.59% gross becomes far less after issuers are paid, and Adyen's 0.16% net is closer to what a processor keeps. Second, B2B payables earn less per dollar than consumer card acceptance but more per transaction: BILL earns about 0.33% of TPV in transaction fees, and AvidXchange earned $5.80 per transaction in Q4 2024. Third, float is a real line for anyone who holds funds in transit: BILL earned $148.4 million of interest on customer funds in fiscal 2026. Stripe's own Connect price list, retrieved in October 2026, shows the platform side: where the platform handles pricing it pays $2 per monthly active account and 0.25% + 25¢ per payout, and keeps whatever markup it sets on top of the processing fee. None of these companies discloses a separate take rate for its embedded or platform segment; that figure is not on the record.
How should a software platform or ERP evaluate an embedded-payments or AP-automation provider such as Medius?
Start with the question that separates the vendors, not with features: where does the money sit between the approval and the supplier's bank? Medius, an AP-automation vendor, launched Medius Payments on 24 June 2025 as “an embedded payment solution that enables finance teams to securely approve and execute payments, all within one unified accounts payable platform”, and its release says “payments are routed through customers' existing bank accounts, allowing them to retain control over their cash”. It supports ACH, SEPA, BACS, CHAPS, BankGiro, wire, checks and virtual cards, with “Straight Through Payments” that build and execute batches from Medius without ERP file uploads or middleware. BILL, Tipalti and AvidXchange run payments through their own platforms: BILL, for example, reports float revenue on “funds held for customers”. Neither model is wrong, but they put different parties in the Synapse position, and a buyer should know which one it is signing.
| Provider | Model | Who holds the money | Scale (as stated) | AI on the record | Source |
|---|---|---|---|---|---|
| Medius (Medius Payments) | AP automation and spend management for mid-market and enterprise; payments embedded in the AP workflow (June 2025) | Customer's own bank accounts: 'Payments are routed through customers' existing bank accounts' | AI 'trained on over $400 billion of annual transaction data' (CEO, June 2026); Gartner Leader, AP applications MQ, 18 Jun 2026 (company release); no payment volume or revenue published | Approval rules, fraud detection and audit trails embedded in the payment workflow; AP 360 'real-time exception intelligence' | PR Newswire, Jun 2025 and Jun 2026 |
| BILL | SMB AP/AR, cards and spend; payments run through BILL | BILL holds funds in transit and earns float ($148.4 m in FY2026) | $371.3 bn TPV and ~479,300 businesses in FY2026 | BILL AI with a first suite of agents (W-9s, support, touchless transactions, reconciliation) launched in FY2026 | BILL 10-K, Aug 2026 |
| Tipalti | Global payables and mass payouts | Payments processed by Tipalti on its own infrastructure | $75 bn annualised payment volume, 200+ countries, 120 currencies (Sep 2025) | Agents for reporting, tax-form scanning and purchase requests; users can review and override AI decisions on approvals and payments | PR Newswire, Sep 2025 |
| AvidXchange | Mid-market AP and B2B payments network; private since 15 Oct 2025 (TPG majority, Corpay minority) | AvidXchange's own payment solutions | $21.9 bn TPV in Q4 2024; valued at about $2.2 bn in the take-private | No current AI disclosure found after the take-private | AvidXchange 8-K, Feb 2025; GlobeNewswire, Oct 2025 |
| Coupa Pay | Payments module of a source-to-pay suite | Not stated in the release read for this page | No payment volume published | Navi Payment Batch Creation Agent ran 14 batches of 2,395 payments totalling $20.1 million in five weeks for about $27 of AI credits (Aug 2026) | Coupa via Yahoo Finance, Aug 2026 |
| Bank-owned options | J.P. Morgan Wallet and embedded payments; Fifth Third Newline; U.S. Bank embedded payments | The bank, directly; no middleware ledger | See the bank table above | Newline MCP server with Skills; U.S. Bank gen-AI developer assistant (profiles) | Bank profiles and disclosures, 2025–2026 |
Medius's claims are its own: it says its AI is trained on “over $400 billion of annual transaction data” and that it was named a Leader in Gartner's 2026 Magic Quadrant for Accounts Payable Applications (dated 18 June 2026); Medius publishes no payment volume, revenue or take rate, so its economics cannot be compared with BILL's. This site no longer profiles Medius as a vendor, and nothing here is an endorsement. The checklist below is the same for any provider in the table.
- Flow of funds. Ask for the funds-flow diagram. Does money leave the customer's own account (Medius Payments, bank-owned AP), or move into a vendor-controlled or FBO account first? If the latter, which bank holds it, under what licence, and is the vendor's sub-ledger reconciled to the bank's daily, as the FDIC's 2024 proposal would require?
- Sponsor-bank health. Name the bank and check it against the enforcement table above and the regulators' order databases. An order that requires regulator non-objection for new partners (Cross River 2023, Blue Ridge 2024) can delay a launch by months.
- Concentration and exit. How many programmes share the bank, and what happens if it exits the vendor? Thread Bank's order required an exit plan covering third, fourth and fifth parties; ask the vendor for its equivalent, and for a data-export path for payee, remittance and ledger data.
- Rails and methods. ACH, same-day ACH, wire, RTP or FedNow, cross-border, virtual card, check. Who pays the card interchange and who keeps the rebate? Virtual-card programmes are where AP vendors earn per-transaction revenue.
- Pricing basis. Per transaction, per active account, basis points on volume or subscription. Compare to the published references: Stripe Connect at $2 per active account and 0.25% + 25¢ per payout; AvidXchange's $5.80 transaction yield; BILL at about 0.33% of TPV.
- Fraud controls. Vendor bank-detail changes are the main AP fraud vector. Ask how the provider verifies a changed bank account, whether it scores payees, and who bears the loss on a misdirected payment.
- AI with an override. Ask which steps an AI model or agent performs, whether a human approves releases of funds, and how decisions are logged. Tipalti's release says users can review and override AI decisions on approvals and payments; Coupa describes its payment-batch agent as running batches autonomously, so ask where the human release step is.
- ERP integration and reconciliation. Native connectors to the ERP, posting of payments and fees back to the general ledger, and remittance data to suppliers. Medius says its ERP integration gives a synchronised audit trail; test it on your own close.
- Regulatory perimeter. Money-transmitter licences in each US state (or a bank), EMI or PI licences in Europe, sanctions screening, 1099/W-9 handling, and SOC 2 reports.
- Bank-owned alternatives. If the platform has scale, price a direct bank API (J.P. Morgan Wallet, Newline, U.S. Bank) against a vendor: one ledger, the bank's balance sheet, and no middleware between the two.
Where does AI sit in embedded payments and AP automation?
AI shows up at four points, and the vendors' own numbers are concentrated in two of them. Fraud and risk is the oldest: Stripe said in May 2025 that its Payments Foundation Model, trained on tens of billions of transactions, raised its detection rate for card-testing attacks on large businesses by 64%; Marqeta added an AI risk score to authorisation decisions in March 2026; Elavon's AI-driven Pay Defense won an industry award in 2026 (all on the linked profiles). Routing and acceptance is the second: Checkout.com says Intelligent Acceptance has unlocked over $20 billion of merchant revenue and runs 26,000 optimisations a minute (June 2026, profile), and Adyen says Uplift and Dynamic Identification raised customer conversion by 0.9 percentage points on average by the end of H1 2026.
Invoice capture and coding is the third, and the core of AP automation: Tipalti lists a tax-form scan agent and a purchase-request agent, and a customer quoted in its release credits invoice capture; BILL lists W-9 filings, touchless transactions and automatic reconciliation among the first BILL AI agents launched in fiscal 2026, and Medius describes approval rules, fraud detection and audit trails built into its payment workflow. Reconciliation and payment operations is the fourth and newest: Coupa says its Navi Payment Batch Creation Agent ran 14 payment batches of 2,395 payments worth $20.1 million in its first five weeks in production for about $27 of AI credits (August 2026). Banks are opening their own systems to these agents: Fifth Third's Newline runs a Model Context Protocol server, extended with Skills in April 2026, so that clients' AI models can call the bank's payment tools (profile), and U.S. Bank lists agentic commerce among its embedded-payments initiatives.
Two cautions. None of the AP vendors publishes an error rate for its extraction or coding models, so accuracy claims cannot be compared; ask for the customer's own touchless rate after ninety days. And the sponsor-bank orders above are mostly about monitoring: a bank that cannot see its fintechs' end customers cannot score them, which is why The Bancorp says its first in-house AI tool writes financial-crimes narratives (see its profile and our AI for AML page).
Which profiled banks disclose embedded-finance, BaaS or fintech-partner AI?
Computed from this site's bank profiles: every recorded use case whose name or detail mentions embedded payments or finance, banking-as-a-service, a sponsor bank or fintech partners, sorted by status and then by assets. 7 entries match. Most are announcements, which is the honest state of the record: few banks disclose AI inside their embedded or BaaS businesses specifically. The profiles also record embedded-payments partners that are not AI, such as Huntington's Payabli integration for business clients and FNBO as originating bank for dhango's SaaS payments.
| Bank | Use case | What the record shows | Status | Date | Source |
|---|---|---|---|---|---|
| Columbia | Generative & agentic AI | 83 platforms and solutions using some form of AI. Stein's July 2025 count, from basic to powerful, split between a group running current solutions and one on fintech partnerships; a predictive-analytics next-best-offer programme closed about 50% of offers. | In production | Jul 24, 2025 | earnings call transcript (The Motley Fool), Jul 24, 2025 ↗ |
| Enterprise Bank & Trust | Third-party & vendor AI | AI and fintech partnerships. Named in investor presentations as a way to optimise internal workflows and the client experience; no partner named. | Rolling out | Mar 9, 2026 | Enterprise Financial Services Corp (SEC filings), Mar 9, 2026 ↗ |
| U.S. Bank | Generative & agentic AI | Agentic commerce in embedded payments. One of five key initiatives for embedded payments in the November 2025 investor-conference deck. | Announced | Nov 7, 2025 | U.S. Bancorp via SEC EDGAR, Nov 7, 2025 ↗ |
| KeyBank | Third-party & vendor AI | Zentist Remit AI for dental service offices. AI automation of insurance and billing paperwork offered to dental clients through a fintech partnership. | Announced | Sep 10, 2024 | American Banker, Sep 10, 2024 ↗ |
| FNBO | Third-party & vendor AI | dhango embedded payments as originating bank. FNBO is the originating depository institution for SaaS platforms using dhango, whose middleware handles merchant vetting and KYC/AML; the release cites FNBO's 20 years of experience serving third-party senders. | Announced | Jan 27, 2026 | dhango (Business Wire), Jan 27, 2026 ↗ |
| FirstBank | Third-party & vendor AI | Fintech partnerships including AI-supported solutions. Part of the stated growth strategy, alongside blockchain-based products; AI functionality may also be embedded in third-party software the bank uses. No partner named. | Announced | Feb 26, 2026 | FB Financial (SEC filings), Feb 26, 2026 ↗ |
| The Bancorp | Data & privacy | Generative-AI risk of releasing confidential information. The 10-K warns that generative models may output information that is private, confidential or infringing, a material point for a bank holding millions of small consumer balances for fintech partners. | Announced | Mar 3, 2025 | The Bancorp, Inc. (SEC filing), Feb 25, 2026 ↗ |
What is the difference between embedded payments and embedded finance?
Embedded payments are payment acceptance, payouts or bill pay built into non-bank software. Embedded finance is the broader category, adding deposit accounts, cards, lending and treasury to the same software. Both rely on a licensed processor and a bank that holds the funds; the software company owns the customer experience.
What is a sponsor bank in banking-as-a-service?
A sponsor bank lends its charter, BSA/AML programme and access to card networks and Federal Reserve rails to non-bank programmes, and usually holds their customers' money in pooled custodial (FBO) accounts. Cross River, The Bancorp and Lead Bank are examples; regulators hold the bank responsible for its fintech partners' compliance.
What happened with Synapse?
Synapse Financial Technologies, a middleware firm that kept the ledger between fintech apps and partner banks, filed for Chapter 11 on 22 April 2024. The CFPB says partner banks held $60–90 million less than Synapse's records showed and consumers lost access to funds for weeks or months; a stipulated judgment with a $1 penalty was entered on 12 September 2025.
Which banks received consent orders over fintech partnerships?
Orders read in full for this page: Cross River (FDIC, 2023), Lineage (FDIC, 2024), Sutton and Piermont (FDIC, 2024), Thread (FDIC, 2024), Blue Ridge (OCC, 2024, terminated November 2025), Evolve (Federal Reserve, 2024) and Community Federal Savings Bank (OCC, 2026). Most require fintech-partner inventories, BSA/AML rebuilds, lookbacks and exit plans.
Is the FDIC custodial account recordkeeping rule final?
No. The FDIC board proposed it on 17 September 2024 after Synapse. It was not among the proposals the FDIC withdrew on 3 March 2025, and we found no final rule as of October 2026. It would require banks to keep records of each individual owner of funds in certain custodial accounts and reconcile them daily.
What take rate do embedded payment providers earn?
It depends on what is counted. From the companies' 2025–2026 filings, revenue divided by volume is about 0.16% for Adyen and Marqeta (net revenue), 0.33% for BILL (transaction fees), 1.59% for Square (gross profit), 1.61% for PayPal (transaction revenues) and 2.59% for Toast (gross fintech revenue before interchange).
How do you evaluate Medius embedded payments?
Start with the flow of funds: Medius says Medius Payments, launched in June 2025, routes payments through the customer's existing bank accounts rather than through funds Medius holds. Then test rails supported, ERP reconciliation, payee-change fraud controls, how AI decisions are logged and overridden, pricing basis, and exit and data-export terms, against BILL, Tipalti, AvidXchange, Coupa Pay and a direct bank API.
Do large banks offer embedded payments directly?
Yes. J.P. Morgan Payments sells the J.P. Morgan Wallet sub-ledger API, which BILL uses for virtual account numbers across wire, ACH and real-time rails; Fifth Third's Newline grew fee revenue 35% in Q2 2026; U.S. Bank says embedded payments rose to 34% of its payments revenue by 3Q 2025. Goldman Sachs moved the opposite way, agreeing to transition the Apple Card to another issuer.
Where is AI used in AP automation?
At invoice capture and data extraction, GL coding and purchase-order matching, approval anomaly and duplicate detection, vendor bank-detail fraud checks, payment-batch building and routing, and reconciliation back to the ERP. Coupa reports an agent that assembled 2,395 payments worth $20.1 million in five weeks; vendors do not publish model error rates.
- Synapse Financial Technologies, Inc. (enforcement action) — Consumer Financial Protection Bureau, Sep 15, 2025 (consumerfinance.gov)
- FDIC Proposes Deposit Insurance Recordkeeping Rule for Banks' Third-Party Accounts — FDIC, Sep 17, 2024 (fdic.gov)
- FDIC Board of Directors Withdraws Four Outstanding Proposed Rules — FDIC, Mar 3, 2025 (fdic.gov)
- Federal Reserve Board issues an enforcement action against Evolve Bancorp, Inc. and Evolve Bank & Trust — Federal Reserve Board, Jun 14, 2024 (federalreserve.gov)
- Consent Order FDIC-22-0040b, Cross River Bank — FDIC, Mar 8, 2023 (orders.fdic.gov)
- Consent Order FDIC-23-0041b, Lineage Bank — FDIC, Jan 29, 2024 (orders.fdic.gov)
- Consent Order FDIC-23-0110b, Sutton Bank — FDIC and Ohio Division of Financial Institutions, Feb 1, 2024 (orders.fdic.gov)
- Consent Order FDIC-23-0038b, Piermont Bank — FDIC, Feb 26, 2024 (orders.fdic.gov)
- Consent Order FDIC-24-0022b, Thread Bank — FDIC, May 21, 2024 (orders.fdic.gov)
- Consent Order AA-ENF-2023-68, Blue Ridge Bank, N.A. — Office of the Comptroller of the Currency, Jan 24, 2024 (occ.gov)
- Order Terminating the Consent Order AA-ENF-2025-58, Blue Ridge Bank, N.A. — Office of the Comptroller of the Currency, Nov 13, 2025 (occ.gov)
- Consent Order AA-ENF-2025-21, Community Federal Savings Bank — Office of the Comptroller of the Currency, Apr 24, 2026 (occ.gov)
- Stripe Connect pricing — Stripe, Oct 16, 2026 (stripe.com)
- Adyen publishes H1 2026 financial results — Adyen, Aug 13, 2026 (adyen.com)
- PayPal Reports Second Quarter 2026 Results (Exhibit 99.1) — PayPal Holdings via SEC EDGAR, Jul 28, 2026 (sec.gov)
- Block Q2 2026 Shareholder Letter (Exhibit 99.1) — Block, Inc. via SEC EDGAR, Aug 5, 2026 (sec.gov)
- Toast Announces Second Quarter 2026 Financial Results — Toast via Business Wire (Yahoo Finance), Aug 4, 2026 (finance.yahoo.com)
- BILL Holdings Annual Report on Form 10-K for fiscal 2026 — BILL via SEC EDGAR, Aug 19, 2026 (sec.gov)
- BILL Reports Fourth Quarter and Fiscal Year 2026 Financial Results — BILL via Business Wire (Yahoo Finance), Aug 19, 2026 (finance.yahoo.com)
- AvidXchange fourth quarter and full year 2024 results (Exhibit 99.1) — AvidXchange via SEC EDGAR, Feb 26, 2025 (sec.gov)
- TPG & Corpay Complete Acquisition of AvidXchange — AvidXchange via GlobeNewswire (Yahoo Finance), Oct 15, 2025 (finance.yahoo.com)
- Medius Launches Medius Payments to Fully Embed Payment Execution Into AP Automation — Medius via PR Newswire, Jun 24, 2025 (prnewswire.com)
- Medius placed in 2026 Gartner Magic Quadrant for Accounts Payable Applications — Medius via PR Newswire, Jun 23, 2026 (prnewswire.com)
- Tipalti Secures $200 Million in Growth Financing to Drive Next Wave of AI Innovation in Finance — Tipalti via PR Newswire, Sep 24, 2025 (prnewswire.com)
- Coupa's September Release Accelerates Agentic Spend Capabilities — Coupa via Yahoo Finance, Aug 20, 2026 (finance.yahoo.com)
- Cross River Receives $50M to Fuel Expansion Across AI, Crypto, and Embedded Finance — Cross River via Business Wire, Mar 31, 2026 (businesswire.com)
- Nubank launches in the U.S. through a sponsor bank — American Banker, Sep 11, 2026 (americanbanker.com)
- BILL Transforms SMB Payments With Embedded Finance (J.P. Morgan Wallet) — J.P. Morgan Payments, May 20, 2026 (jpmorgan.com)
- U.S. Bancorp investor conference presentation (Form 8-K exhibit) — U.S. Bancorp via SEC EDGAR, Nov 6, 2025 (sec.gov)
- Goldman Sachs Reports Fourth Quarter and Full Year 2025 Earnings Results — Goldman Sachs via SEC EDGAR, Jan 15, 2026 (sec.gov)
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