How does Santander US use AI in auto finance?
Santander US lends to car buyers through Santander Consumer USA, the Dallas auto business whose book was 62.1% nonprime (FICO below 640) at June 30, 2026. Its decision engine is described in SEC filings rather than press releases: per the 2025 10-K and the Q2 2026 10-Q, every applicant is automatically assigned a proprietary custom score built from FICO scores, debt-to-income and loan-to-value ratios and more than 30 other predictive factors, which places the applicant in one of 100 pricing tiers that are continuously monitored and adjusted, with a team of underwriters for exceptions. The filings do not call that score AI. The one explicit machine-learning disclosure came in May 2025, when the US auto business won a FICO Decisions Award for using FICO Platform to approve or decline applicants, assign adverse-action reasons and estimate probability of default for pricing across a $60 billion portfolio and more than three million customers. Dealer tools (Drive, built with AutoFi, and Drive Together, July 2025) run on soft-pull pre-qualification; neither release describes AI. The setting is a long regulatory record: a $550 million settlement with 33 states and the District of Columbia in May 2020 that rewrote underwriting around ability to pay, CFPB consent orders in 2018 and 2020, a Federal Reserve written agreement from 2017 to 2021, and a $400,000 New York DFS penalty in June 2026. The Chrysler Capital agreement with Stellantis ended on September 15, 2025. No fairness testing of the auto models has been published.[1][2][3][4][5][6][7][8][9][10][11]
Data as of Oct 21, 2026 · Santander profile updated Oct 21, 2026 · 22 sources cited on this page · 140 banks profiled on this site · Markdown
Where do models and machine learning sit in Santander's US auto lending?
What Santander Holdings USA (SHUSA), Santander US and FICO have put on the record. 'AI as described' repeats the source's own wording; nothing here is labeled AI unless the source does so.
| Item | What is disclosed | AI as described | Date |
|---|---|---|---|
| Proprietary custom score and 100 pricing tiers | Each applicant is automatically assigned a proprietary custom score using FICO scores, DTI and LTV ratios and over 30 other predictive factors, placing the applicant in one of 100 pricing tiers; pricing in each tier is continuously monitored and adjusted to market and risk trends | Automated originations process; not called AI or machine learning in the filings | 10-K filed March 2, 2026; repeated in the Q2 2026 10-Q[2][1] |
| Loss forecasting | Robust historical data on organically originated and acquired loans gives the company 'the ability to perform advanced loss forecasting' | Not called AI | 2025 10-K; Q2 2026 10-Q[2][1] |
| Manual underwriting | A team of underwriters for manual review, consideration of exceptions and review of deal structures with dealers, alongside the automated process | Human review | 2025 10-K; Q2 2026 10-Q[2][1] |
| Risk pricing as a competitive edge | The company 'seeks to compete effectively through its proprietary credit-scoring system and industry experience, which are used to establish appropriate risk pricing' | Not called AI | March 2, 2026[2] |
| FICO Platform credit-risk models | Used for three functions: approving or declining applicants, assigning adverse action, and assessing probability of default for pricing models; replaced legacy tools that needed manual, time-consuming recalibration | Machine learning and advanced analytics (FICO's and Santander's description); 2025 FICO Decisions Award for AI, Machine Learning & Optimization | May 7, 2025[3] |
| Drive digital retail platform (AutoFi) | Mobile, desktop and in-dealership tools that identify cars on a dealer's lot that fit a consumer's budget; AutoFi partner since 2018, and Santander US invested in AutoFi's capital raise | Not described as AI | March 7, 2022[4] |
| Drive Together | Dealer subscription on dealership websites that turns web traffic into pre-qualified leads through soft credit checks, managed in the Santander Dealer Portal; rolled out nationwide after a pilot | Not described as AI | July 8, 2025[5] |
| Company-wide AI risk factor | SHUSA uses AI 'designed to improve the customer experience and reduce operational risk' and warns that AI models may be flawed or 'reflect unwanted forms of bias'; no auto-specific AI use is named | AI (generic) | March 2, 2026[2] |
What do the filings say about the auto portfolio Santander's models underwrite?
Figures as reported by SHUSA, Santander US and FICO; RIC means retail installment contract. None of these figures is attributed to AI by the company.
| Metric | Value | As of | Who reported it |
|---|---|---|---|
| Nonprime share of the RIC and auto loan book (FICO below 640, including loans with no FICO score) | 62.3% (6.5% no score); 62.1% (6.2% no score) | December 31, 2025; June 30, 2026 | SHUSA 10-K and Q2 2026 10-Q[2][1] |
| Non-performing RICs and auto loans | 5.0% (December 31, 2024), 6.3% (December 31, 2025), 5.6% (June 30, 2026) | June 30, 2026 | SHUSA 10-K and Q2 2026 10-Q[2][1] |
| Loan modifications, mainly payment deferrals in the RIC and auto portfolio | $2.8 billion in 2025 vs $2.2 billion in 2024 (amortized cost basis) | December 31, 2025 | SHUSA 10-K[2] |
| Portfolio on FICO Platform | $60 billion asset portfolio; over three million customers | May 7, 2025 | FICO[3] |
| Market position | A top-10 auto lender by market share, per the J.D. Power Market Share Report | December 31, 2025 | Santander US[12] |
| Stellantis agreement (Chrysler Capital) | Preferred provider of Stellantis consumer loans, leases and dealer loans under the ten-year MPLFA from May 2013; terminated on July 28, 2025, effective September 15, 2025, with trailing revenue- and risk-sharing on earlier originations | September 15, 2025 | SHUSA 10-K[2] |
| Legal structure | Santander Bank, N.A. applied to the FDIC and OCC on December 30, 2025 to merge Santander Consumer USA Holdings into the bank | December 30, 2025 | SHUSA 10-K and Q2 2026 10-Q[2][1] |
| Move up the credit spectrum and deposit funding | CEO Tim Wennes described a shift to a 'full-spectrum' lender; about a third of auto loans were deposit-funded in 2022, heading to half; some subprime underwriting tightened | April 3, 2023 | American Banker interview[13] |
| Openbank deposits for auto | Ana Botin: US Openbank deposits are meant to 'replace the more expensive wholesale funding for our auto business' | June 12, 2024 | Reuters interview[14] |
What is the regulatory record on Santander Consumer USA's auto underwriting and servicing?
Public enforcement actions involving Santander Consumer USA, in date order. None concerns AI; several set rules its models and servicing systems must follow.
| Action | Authority | What it found or required | Date |
|---|---|---|---|
| Written agreement | Federal Reserve Bank of Boston | Cited deficiencies in SC's compliance risk management program, including consumer compliance; required board and senior-management oversight and periodic compliance risk assessments across products, services and customer types | March 21, 2017; terminated February 2, 2021[9][10] |
| Subprime auto settlement | Massachusetts and Delaware attorneys general | $25.9 million to resolve investigations over subprime auto loans | 2017[15] |
| S-GUARD GAP and loan extensions consent order | CFPB | About $9.29 million restitution and a $2.5 million penalty for misdescribing the add-on GAP product and the interest effect of loan extensions | November 20, 2018[7] |
| Multistate subprime auto settlement | 33 attorneys general and the District of Columbia | Over $550 million in relief over loans the states said carried a high probability of default (California alleged expected default rates above 70%); Santander must weigh ability to pay on the loan's terms, not buy loans leaving no money left at month-end, compensate some early defaulters, stop requiring dealers to sell add-ons, and update default housing-payment assumptions and dealer monitoring | May 19, 2020[6][15] |
| Credit-reporting consent order | CFPB | $4.75 million penalty for systemic errors in loan data furnished to credit bureaus from January 2016 to August 2019; monthly accuracy reviews required | December 22, 2020[8] |
| Undisclosed extension fees | New York DFS | $400,000 penalty and more than $275,000 to borrowers for charging $25 a month on extensions that disclosed a single $25 fee; surfaced in a Consumer Compliance and Fair Lending Examination of 2016-2018 New York indirect auto lending | June 3, 2026[11][16] |
What does Santander say about model governance and fairness in US auto lending, and what is missing?
SHUSA's 2025 10-K is the only filing that discusses AI risk, and it does so for the whole company: AI models 'may be flawed, trained on insufficient or poor-quality data, reflect unwanted forms of bias or contain other errors', third-party AI may produce 'false, inaccurate, misleading, biased or otherwise deficient' outputs, and reliance on a limited number of model providers is a risk. It does not map those risks to the auto custom score or the FICO models, and the Q1 and Q2 2026 10-Qs carry no AI discussion.[2][1]
The model-governance claim on the record comes from FICO's May 2025 release: Santander uses FICO Platform 'to streamline model development, improve governance, and enhance predictive analytics', and then-auto head Bruce Jackson said FICO 'helped our modeling team reduce the number of tasks'. Santander has not published model-validation results, fair-lending or disparate-impact testing of its auto models, or how adverse-action reasons are generated from machine-learning output.[3]
The closest thing to published rules for the underwriting models is the 2020 multistate judgment: ability to pay on the loan's specific terms, a bar on loans that would leave the borrower with no money at month-end after car, housing and other debt payments, compensation for early defaults where the loan looked unaffordable at origination, updated default housing-payment assumptions and dealer monitoring. California alleged the old practices turned 'a blind eye to dealer abuse' such as falsified income figures.[6]
Group AI programmes are not tied to US auto in any release reviewed. Banco Santander says more than 280 process-automation agents work across credit, fraud, KYC and operations (June 2026) and that AI is embedded in credit, service and operations through partners including OpenAI (August 2025), but names no US auto use. Organizationally, US auto head David McClelland (from January 26, 2026) reports to US CEO Christiana Riley and to Nitin Prabhu, global head of the Digital Consumer Bank, which the group renamed Openbank in the first quarter of 2026.[17][18][12][19]
Santander US's own surveys show where buyers already use AI: 49% of middle-income consumers who shopped for cars online used AI to understand financing options (Q4 2025 survey, released January 29, 2026), and more than half did so for vehicle and financing decisions in the Q1 2026 survey. Santander has not announced a customer-facing AI tool for auto financing, an AI fraud tool for dealers, or AI in collections and servicing.[20][21]
What does the Santander profile record on this topic?
The rows below are the entries of the Santander AI strategy profile that bear on this page, as of Oct 21, 2026; the profile holds the full record of 37 dated moves, 16 use cases and 49 sources.
| Use case | What the record shows | Status | Source |
|---|---|---|---|
| Machine-learning auto credit risk on FICO Platform | Approve/decline decisions, adverse-action reasons and probability-of-default for pricing in the US auto business, with faster model development and governance. | In production | [3] |
| Automated custom score and 100 auto pricing tiers | An automated originations process assigns every auto applicant a proprietary custom score (FICO scores, DTI, LTV and over 30 other predictive factors) and one of 100 pricing tiers that are continuously monitored and adjusted; a team of underwriters reviews exceptions. Not described as AI in the filings. | In production | [2][1] |
| Date | Move | Detail | Source |
|---|---|---|---|
| Mar 2, 2026 | 2025 10-K: every auto applicant automatically scored into one of 100 pricing tiers | Santander Holdings USA says each auto applicant is automatically assigned a proprietary custom score built from FICO scores, debt-to-income and loan-to-value ratios and over 30 other predictive factors, which sets one of 100 continuously monitored pricing tiers, with underwriters handling exceptions; the filing does not call the score AI or machine learning. | [2] |
| Jan 26, 2026 | David McClelland takes over US auto | Succeeds Bruce Jackson, who retires; also leads auto in Canada and Mexico and reports to Riley and to Nitin Prabhu, global head of the Digital Consumer Bank. | [12] |
| Jul 8, 2025 | Santander Consumer launches Drive Together for dealers | A subscription tool on dealer websites that uses soft-pull pre-qualification to generate leads, built on the Drive platform developed with AutoFi; the release does not describe AI. | [5] |
| May 7, 2025 | FICO award for machine-learning credit risk | The US auto business wins a 2025 FICO Decisions Award for AI, Machine Learning & Optimization for rebuilding credit-risk modelling on FICO Platform. | [3] |
| Apr 9, 2024 | Santander announces Openbank for the US | A national digital offering planned for the second half of 2024, built on Santander's in-house technology platform to gather deposits that fund auto lending. | [22] |
| May 19, 2020 | $550 million multistate settlement rewrites subprime auto underwriting | Santander Consumer USA settles with 33 attorneys general and the District of Columbia for over $550 million in relief over subprime auto loans the states said carried a high probability of default; it must underwrite on ability to pay on the loan's terms, stop buying loans that leave no money at month-end, and monitor dealers. | [6] |
Does Santander Consumer USA use AI to approve auto loans?
It uses automated models and, by its own account, machine learning. Per SHUSA's 2025 10-K and Q2 2026 10-Q, every applicant gets a proprietary custom score from FICO scores, debt-to-income and loan-to-value ratios and more than 30 other factors, which sets one of 100 pricing tiers; underwriters review exceptions. The filings do not call this AI. Separately, FICO said in May 2025 that the US auto business uses machine learning on FICO Platform to approve or decline applicants, assign adverse-action reasons and estimate probability of default for pricing.
What was the 2020 Santander subprime auto settlement, and what did it change?
On May 19, 2020, Santander Consumer USA settled with 33 attorneys general and the District of Columbia for over $550 million in relief, including about $433 million in deficiency waivers, after states alleged it made subprime auto loans it expected to fail; California cited expected default rates above 70%. The injunctive terms require underwriting on ability to pay, bar loans that leave no money left at month-end, compensate some early defaulters, stop Santander requiring dealers to sell add-ons, and require dealer monitoring.
What happened to Chrysler Capital and the Stellantis agreement?
From May 2013 Santander Consumer was Stellantis' preferred provider of consumer loans, leases and dealer loans under a ten-year master private-label financing agreement, serving Stellantis customers and dealers under the Chrysler Capital brand. Per SHUSA's 2025 10-K, the agreement was terminated on July 28, 2025, effective September 15, 2025, except for trailing revenue- and risk-sharing on loans originated before that date. The 10-K says the company expects to keep deepening dealer relationships through captive financing products.
Does Santander US use AI for auto fraud detection or collections?
Not on the public record. SHUSA's filings describe automated origination scoring and a manual underwriting team but name no AI fraud or collections tool for auto, and the Drive and Drive Together dealer releases describe soft-pull pre-qualification, not AI. Banco Santander says its process-automation agents cover credit, fraud and KYC across the group, without a US auto example. The servicing record that is public concerns disclosures: CFPB orders in 2018 and 2020 and a June 2026 New York DFS penalty over extension fees.
Who runs the Santander US auto business and its technology?
David McClelland, a former CEO of Ford Motor Credit, has headed the Santander US Auto business since January 26, 2026, succeeding Bruce Jackson; he also leads auto in Canada and Mexico and reports to US CEO Christiana Riley and to Nitin Prabhu, global head of the Digital Consumer Bank. Bobby Mehra is CIO for Santander US Auto. No head of AI or data science for the auto business is named publicly.
- Santander Holdings USA, Inc. Quarterly Report on Form 10-Q for the period ended 30 June 2026
- Santander Holdings USA, Inc. Annual Report on Form 10-K for 2025
- Santander US Auto Business Wins 2025 FICO Decisions Award for Machine Learning Credit Risk Analysis
- Santander Consumer Expands its Digital Auto Finance Experience in Partnership with AutoFi
- Santander Consumer Launches Drive Together, Offering Dealers Pre-Qualified Leads from Web Traffic
- Attorney General Becerra Announces Over $550 Million Settlement Against Nation's Largest Subprime Auto Financing Company
- Bureau of Consumer Financial Protection Settles with Santander Consumer USA Inc.
- Consumer Financial Protection Bureau Settles with Santander Consumer USA Inc. for Credit Reporting Violations in Connection with Its Auto Loans
- Written Agreement by and among Santander Holdings USA, Inc., Santander Consumer USA Inc. and the Federal Reserve Bank of Boston
- Federal Reserve Board announces termination of enforcement action with Santander Holdings USA, Inc. and Santander Consumer USA, Inc.
- Acting Superintendent Kaitlin Asrow Secures $400,000 Settlement with Santander Consumer
- David McClelland Appointed Head of the Santander US Auto Business
- Why Santander's subprime auto lender is expanding to customers with higher credit scores
- Santander's Botin bets on tech revamp starting with US consumer banking
- Santander agrees to $550 million U.S. settlement over subprime auto loans
- Santander Consumer USA Inc. agrees to pay $675K to resolve extension fee allegations
- Santander turns its AI-first strategy into measurable impact and extends AI access to all 185,000 employees
- Santander's data & AI-first strategy accelerates through OpenAI collaboration
- 2Q 2026 financial results: Santander adds 12 million customers as underlying profit rises 15% to €7.3 billion in the first half
- Santander US Finds Middle-Income Americans Optimistic about Finances, See Benefits of AI for Car Buying and Managing Finances
- Santander US Survey Finds Resilient Consumers in Need of Vehicles, Used-Car Demand Persists
- Santander to introduce Openbank in US
When Santander moves on AI, you'll read it here first.
when one of the banks we cover moves on AI, it is in the next morning's brief · six sourced stories · 7 am PT · free
plus every regulation, bank and agent page update, the morning after · leave any morning