How does JPMorgan Chase use AI in auto finance?
Chase Auto, the auto lending unit inside JPMorgan Chase's Consumer & Community Banking segment, run by CEO Leslie Wims Morris since December 2024, has said little in public about AI. The one dated AI claim came from CCB chief executive Marianne Lake at the May 19, 2025 investor day: for franchise dealers, 'we're getting faster at decisioning and funding contracts increasingly using AI.' In the same remarks she said 13 million unique users engaged with the Chase car shopping platform in 2024. The scale is in the filings: auto loan and lease originations were $44.8 billion in 2025, up from $40.3 billion in 2024; Auto loans stood at $70.6 billion at December 31, 2025 and $72.2 billion at June 30, 2026; the auto net charge-off rate was 0.47% in 2025. The digital tools predate generative AI: Chase Auto Direct with TrueCar (2016), the AutoFi dealer platform (2018) and Finance and Drive pre-qualification across 12,000 dealers (2021). The 2025 10-K says the firm uses models 'based upon machine learning or artificial intelligence techniques' under an independent model-risk function and lists biased AI output as a risk. The auto fair-lending record is a Justice Department review of dealer markups disclosed in the 10-Ks filed in 2015 and 2016. Not disclosed: which auto decisions use AI, what share of contracts are decisioned automatically, or any fairness testing results.[1][2][3][4][5][6][7][8]
Data as of Oct 21, 2026 · JPMorgan profile updated Oct 21, 2026 · 20 sources cited on this page · 140 banks profiled on this site · Markdown
What has JPMorgan Chase said about AI and digital tools in auto finance, and when?
In date order. Only one statement ties AI to auto lending; the rest describe digital tools without an AI claim, and the table says so.
| Date | Who | What was said | AI claim? |
|---|---|---|---|
| August 26, 2016 | Bruce Jackson, head of retail lending, Chase Auto Finance | Chase Auto Direct, built with TrueCar, routes approved online applicants to Chase-affiliated dealers with paperwork ready; live in 30 states, all 50 planned the next year | No[5] |
| January 11, 2018 | Mark O'Donovan, CEO of Chase Auto Finance | Chase becomes the first national bank on AutoFi's dealer digital-retailing platform and delivers financing terms online, 'often within seconds' | No; American Banker reported the bank moved to fully automate its auto lending[6][9] |
| 2021 (reported January 24, 2025) | Leslie Wims Morris and Peter Muriungi | Finance and Drive lets borrowers shop at 12,000 dealers and see nearly instantly how much they are pre-qualified to borrow | No[1] |
| May 19, 2025 | Marianne Lake, CEO of Consumer & Community Banking | 'We're getting faster at decisioning and funding contracts increasingly using AI'; 13 million unique users on the car shopping platform last year; digital experiences ranked number one by J.D. Power among non-captive lenders | Yes, the only one on record; no tool, model or metric named[2] |
| February 24, 2026 | Marianne Lake | On credit: auto sits at the top of consumers' payment hierarchy; early roll rates steady and year-over-year delinquencies down | No[10] |
| August 11, 2026 | Leslie Wims Morris; John Thacker, President of Private Label Captive Finance | Jaguar Land Rover Financial Group and Subaru Motors Finance, both run by Chase Auto, rank #1 in their J.D. Power dealer financing segments; Thacker cites 'consistent credit decisions' | No[11] |
| October 13, 2026 | Management, 3Q26 earnings call | CCB revenue of $21.2 billion, up 9%, driven in part by auto lease income | No[12] |
How big is Chase Auto, according to JPMorgan Chase's filings?
From the 10-K and 10-Q unless noted. The firm does not report Chase Auto's revenue or profit separately; it sits inside Card Services & Auto.
| Metric | Value | Period | Source |
|---|---|---|---|
| Auto loan and lease origination volume | $44.8 billion (2025); $40.3 billion (2024); $41.3 billion (2023) | Full year | 2025 10-K[3] |
| Quarterly originations | $12.3 billion vs $11.3 billion a year earlier, up 9%; $22.7 billion for the first half vs $22.0 billion | Q2 2026 | 10-Q[4] |
| Auto loans (period-end) | $70,585 million at December 31, 2025 ($73,619 million a year earlier); $72,220 million at June 30, 2026 | Period-end | 10-K, 10-Q[3][4] |
| Average auto operating lease assets | $16.2 billion in 2025 vs $11.1 billion in 2024; $21.1 billion in Q2 2026, up 39% | Average | 10-K, 10-Q[3][4] |
| Auto credit | Net charge-offs $335 million, rate 0.47% (0.59% in 2024); 30+ day delinquency 1.33% | 2025 | 2025 10-K[3] |
| Dealer network | More than 13,000 dealers in the active indirect network; Chase Auto Owner Trust 2026-1 pool average FICO 766, Tesla loans 27.74% of the pool | As of February 28, 2026 | Morningstar DBRS[13] |
| Captive partners | Jaguar Land Rover Financial Group: 188,000 customers, 69% market share; Subaru Motors Finance: 1.16 million customers, 77% share; relationships with nearly 75% of U.S. franchised dealerships | Year to date through June 2026 | Chase Auto release[11] |
| Car shopping platform | 13 million unique users | 2024 | Marianne Lake, 2025 investor day[2] |
Which digital, data and AI tools has Chase Auto launched or patented?
Products as reported, and JPMorgan Chase Bank patent filings that concern vehicles. A filing shows research, not a product in use.
| Tool or filing | What it does | AI or ML? | Date |
|---|---|---|---|
| Chase Auto Direct (with TrueCar) | Online car shopping with Chase financing; approved buyers sent to affiliated dealers | Not described as AI | August 2016[5] |
| AutoFi digital retailing | Financing terms on dealers' websites, often within seconds | Not described as AI | January 2018[6] |
| Finance and Drive | Shop at 12,000 dealers with near-instant pre-qualification | Not described as AI | 2021[1] |
| Blockchain floorplan tracking (patent filing, pilot) | Anchors VINs to a ledger to prevent double flooring of dealer inventory; piloted with dealer partners, not in production | No; distributed ledger | Reported November 2019[14] |
| US12141863B2, online automobile purchasing | Online car-buying experience offered by a financial institution to customers and non-customers | The patent text does not describe machine learning | Granted November 12, 2024 (priority March 16, 2017)[15] |
| US20230038947A1, vehicle lifecycle management | Telematics and on-board data for lifecycle events such as lease termination; a machine learning model predicts arrival time, condition and event timing | Yes, in the application | Published February 9, 2023[16] |
| AI in dealer decisioning and contract funding | Faster decisioning and funding of dealer contracts | Yes, per Marianne Lake; no tool named | May 19, 2025[2] |
What is Chase Auto's fair-lending and regulatory record?
What is on the public record, in date order. No CFPB enforcement action over Chase's auto lending appears in the filings reviewed here.
| Item | What it says | Status | Date |
|---|---|---|---|
| Auto Dealer Regulatory Matter (10-K) | The firm 'is engaged in discussions' with the Justice Department about potential statistical disparities in markups charged to different races and ethnicities by dealers on loans the firm purchased | Disclosed | February 24, 2015[7][17] |
| Same matter, next 10-K | The Justice Department 'is investigating' those potential disparities | Disclosed | February 23, 2016[8] |
| Matter drops out of the 10-K | No longer listed among material legal proceedings; the filing describes no resolution | Not listed | February 28, 2017[18] |
| Senate repossession probe | Sen. Elizabeth Warren sent letters to a dozen auto lenders including Chase Auto on repossession activity and error rates; Chase declined to comment to CNN | Inquiry; responses voluntary | February 4, 2026 (reported February 5)[19] |
| Supervision | The CFPB supervises JPMorganChase and JPMorgan Chase Bank, N.A. for fair lending and unfair, deceptive or abusive practices | In force | 2025 10-K[3] |
| Model and AI risk | Models, including machine learning and AI, are governed by an independent Model Risk Governance and Review function; risk factors say models may 'inadvertently incorporate biases present in data' and AI may give 'inaccurate or biased output' | Disclosed | February 13, 2026[3] |
| US20260030668A1, model output disparities | Method to mitigate disparities between AI/ML models that set a loan price, trained with a set of sensitive labels and demographic information; the application does not name auto lending | Patent application | Published January 29, 2026[20] |
What is not on the public record about AI at Chase Auto?
The AI record for Chase Auto is one sentence. Marianne Lake's May 2025 remark that dealer contracts are decisioned and funded 'increasingly using AI' names no model, vendor, launch date, share of applications decisioned automatically or speed gain. The firm's auto product announcements from 2016 to 2026 describe digital financing, pre-qualification and dealer satisfaction, not AI.[2][5][6][11]
Not disclosed: whether machine learning is used in auto underwriting, pricing, fraud screening, collections or repossession decisions; fairness or disparate-impact testing results for auto models; and how the Justice Department dealer-markup review ended. What is disclosed is general: the 2025 10-K places machine learning and AI models under independent model-risk review and names biased output as a risk.[3][18]
Patent filings show research interest rather than deployed products: a 2023 application uses a machine learning model for vehicle lifecycle events such as lease returns, and a 2026 application addresses disparities between AI loan-pricing models without naming auto loans.[16][20]
What does the JPMorgan profile record on this topic?
The rows below are the entries of the JPMorgan AI strategy profile that bear on this page, as of Oct 21, 2026; the profile holds the full record of 46 dated moves, 16 use cases and 73 sources.
| Use case | What the record shows | Status | Source |
|---|---|---|---|
| AI in auto dealer decisioning and contract funding | Marianne Lake's May 2025 statement is the firm's only public AI claim about auto lending: franchise-dealer contracts are decisioned and funded faster, 'increasingly using AI'. JPMorgan Chase has not named the model, the decisions covered or the share of applications decisioned automatically. | Rolling out | [2] |
| Date | Move | Detail | Source |
|---|---|---|---|
| May 19, 2025 | Lake: Chase Auto decisions and funds dealer contracts 'increasingly using AI' | At the 2025 investor day, Consumer & Community Banking CEO Marianne Lake said that for franchise dealers 'we're getting faster at decisioning and funding contracts increasingly using AI', and that 13 million unique users engaged with the Chase car shopping platform in 2024; no tool, model or metric was named. | [2] |
| Jan 11, 2018 | Chase joins AutoFi: dealer financing decisions online 'often within seconds' | Chase becomes the first national bank on AutoFi's dealer digital-retailing platform, delivering financing terms on dealers' websites often within seconds; the release does not describe the credit decisioning as AI. | [6] |
| Feb 24, 2015 | 10-K discloses Justice Department talks on auto dealer markups | The firm says it 'is engaged in discussions' with the Justice Department about potential statistical disparities in markups charged by dealers to borrowers of different races and ethnicities on auto loans it purchased. | [7] |
Does Chase Auto use AI to approve car loans?
The firm has said so only in general terms. At the May 19, 2025 investor day, Consumer & Community Banking CEO Marianne Lake said Chase Auto is 'getting faster at decisioning and funding contracts increasingly using AI' for franchise dealers. JPMorgan Chase has not named the model, said which decisions it covers, or published how many applications are decisioned automatically. The 2025 10-K says machine learning and AI models across the firm are reviewed by an independent model-risk function.
How big is JPMorgan Chase's auto lending business?
Per the 2025 10-K, auto loan and lease originations were $44.8 billion in 2025, up from $40.3 billion in 2024, and period-end Auto loans were $70.6 billion at December 31, 2025. The Q2 2026 10-Q shows $12.3 billion of originations in the quarter, up 9%, and $72.2 billion of auto loans at June 30, 2026. Average auto operating lease assets rose 39% to $21.1 billion in that quarter. The 2025 auto net charge-off rate was 0.47%.
What digital car-buying tools has Chase offered?
Chase Auto Direct, built with TrueCar, launched in 2016 in 30 states and sent approved online buyers to Chase-affiliated dealers. In January 2018 Chase became the first national bank on AutoFi's dealer platform, delivering financing terms online often within seconds. Finance and Drive, launched in 2021, let shoppers browse 12,000 dealers with near-instant pre-qualification. Lake said 13 million unique users engaged with the car shopping platform in 2024. None of these was described as AI.
Has JPMorgan Chase faced fair-lending action over auto loans?
Its 10-K filed February 24, 2015 disclosed discussions with the Justice Department about potential statistical disparities in dealer markups charged to borrowers of different races and ethnicities on loans the firm bought; the 2016 10-K said the department was investigating. The matter was no longer listed in the 10-K filed February 28, 2017, which described no resolution. In February 2026 Sen. Elizabeth Warren sent Chase Auto a letter about car repossessions.
Who runs Chase Auto?
Leslie Wims Morris became CEO of Chase Auto in December 2024 after two years as president of its white-label business, according to Fortune. She reports into Consumer & Community Banking, led by Marianne Lake, who made the firm's only public AI statement about auto lending. John Thacker is President of Private Label Captive Finance, which runs Jaguar Land Rover Financial Group and Subaru Motors Finance for those manufacturers.
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- US12141863B2 - Systems and methods for online automobile purchasing
- US20230038947A1 - Systems and methods for vehicle lifecycle management using onboard data capture devices
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- US20260030668A1 - System and method for mitigation of model output disparities under usage constraints
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