AI index slices · computed from bank profiles via the AI index; nothing on this page is written by a model. All ranked answers: /banks/leaders
On the public record as of Oct 28, 2026, 140 of the 141 large banks profiled describe at least five AI use cases on their profile. Ranked by use cases described, the top 5 are Amex (24 use cases), Citi (21 use cases), HSBC (21 use cases), Standard Chartered (20 use cases) and Commonwealth Bank (20 use cases). Amex's strongest evidence: 24 use cases described, 13 in production; e.g. Account Financials open-banking API, Linked-account cash-flow data (Business…, ACE developer kit.
141 banks profiled (120 US, 21 non-US) · 140 with matching evidence · top 40 shown · ranked answer, not a comparison
Which of the large banks describe the most AI use cases?
| # | Bank | Use cases described | Component detail | Status | Date | On this site | Sources |
|---|---|---|---|---|---|---|---|
| 1 | Amex | 24 | 24 use cases described, 13 in production; e.g. Account Financials open-banking API, Linked-account cash-flow data (Business…, ACE developer kit | AI programme disclosed | Oct 26, 2026 | Amex profile → | American Express ↗ · American Express via FT Markets ↗ |
| 2 | Citi | 21 | 21 use cases described, 15 in production; e.g. Stylus Workspaces and engineering agents, Citi Sky, Markets document processing | AI programme disclosed | Oct 26, 2026 | Citi profile → | The Wall Street Journal ↗ · Citigroup ↗ |
| 3 | HSBC | 21 | 21 use cases described, 9 in production; e.g. HSBC Productivity Suite and LLM assistant…, AI coding assistants, Mistral self-hosted models | AI programme disclosed | Oct 26, 2026 | HSBC profile → | HSBC Holdings plc ↗ · HSBC Holdings plc ↗ |
| 4 | Standard Chartered | 20 | 20 use cases described, 14 in production; e.g. SC GPT, Microsoft Copilot across the enterprise, Agent-enabled employee onboarding | AI programme disclosed | Oct 26, 2026 | Standard Chartered profile → | Standard Chartered PLC ↗ · Standard Chartered PLC ↗ |
| 5 | Commonwealth Bank | 20 | 20 use cases described, 16 in production; e.g. Agentic fraud-pattern detection and rule…, Scam and fraud detection across payments, AI bots that engage and disrupt scammers… | AI programme disclosed | Oct 13, 2026 | Commonwealth Bank profile → | Commonwealth Bank of Australia ↗ · Commonwealth Bank of Australia ↗ |
| 6 | Lloyds | 20 | 20 use cases described, 11 in production; e.g. Athena knowledge assistant for colleagues, Microsoft 365 Copilot and E7 Frontier Suite, GitHub Copilot for engineers | AI programme disclosed | Oct 26, 2026 | Lloyds profile → | Lloyds Banking Group ↗ · Lloyds Banking Group ↗ |
| 7 | Citizens | 20 | 20 use cases described, 10 in production; e.g. CiZi, Coding agents, Legacy code conversion | AI programme disclosed | Oct 13, 2026 | Citizens profile → | American Banker ↗ · American Banker ↗ |
| 8 | Barclays | 20 | 20 use cases described, 13 in production; e.g. Microsoft 365 Copilot and colleague agents, Colleague Knowledge Assistant (Claude…, Global Markets email triage with Claude | AI programme disclosed | Oct 26, 2026 | Barclays profile → | Yahoo Finance (Quartr) ↗ · Microsoft ↗ |
| 9 | Banco Santander | 20 | 20 use cases described, 11 in production; e.g. AI tools for all employees (multi-provider), Process-automation agents, AI in software development | AI programme disclosed | Oct 26, 2026 | Banco Santander profile → | Banco Santander ↗ · Banco Santander ↗ |
| 10 | BNP Paribas | 20 | 20 use cases described, 12 in production; e.g. LLM as a Service platform, LLM@CIB assistant, 'My companion' Group AI platform for… | AI programme disclosed | Oct 13, 2026 | BNP Paribas profile → | BNP Paribas ↗ · BNP Paribas ↗ |
| 11 | SouthState | 20 | 20 use cases described, 10 in production; e.g. Microsoft Copilot across the workforce, Per-use-case model testing, Co-developed agents on Fiserv agentOS | AI programme disclosed | Oct 13, 2026 | SouthState profile → | SouthState Correspondent Division ↗ · American Banker ↗ |
| 12 | NatWest | 19 | 19 use cases described, 11 in production; e.g. Cora digital assistant with generative AI, Agentic spending insights in Cora, Fraud Triage Agent in Cora | AI programme disclosed | Oct 26, 2026 | NatWest profile → | NatWest Group plc ↗ · NatWest Group plc ↗ |
| 13 | BBVA | 19 | 19 use cases described, 12 in production; e.g. ChatGPT Enterprise for all employees, Google Workspace with Gemini, Gemini app…, Blue, the customer assistant | AI programme disclosed | Oct 13, 2026 | BBVA profile → | OpenAI ↗ · BBVA ↗ |
| 14 | Schwab | 19 | 19 use cases described, 15 in production; e.g. Portfolio Insights, Schwab Knowledge Assistant, Machine-learning fraud detection | AI programme disclosed | Oct 19, 2026 | Schwab profile → | Charles Schwab ↗ · Charles Schwab ↗ |
| 15 | BofA | 18 | 18 use cases described, 16 in production; e.g. Erica, EricaAssist and employee tools, CashPro Forecasting and Data Intelligence | AI programme disclosed | Oct 26, 2026 | BofA profile → | Bank of America Newsroom ↗ · Bank of America Newsroom ↗ |
| 16 | TD | 18 | 18 use cases described, 13 in production; e.g. Agentic lending pre-adjudication, TD AI Prism personalisation, Knowledge-management assistants | AI programme disclosed | Oct 28, 2026 | TD profile → | TD Bank Group ↗ · TD Bank Group ↗ |
| 17 | U.S. Bank | 18 | 18 use cases described, 16 in production; e.g. Agentic software layer, Design Assistant and developer-portal…, Liquidity Manager cash forecasting | AI programme disclosed | Oct 16, 2026 | U.S. Bank profile → | U.S. Bank ↗ · American Banker ↗ |
| 18 | JPMorgan | 17 | 17 use cases described, 8 in production; e.g. LLM payment validation screening, Federated-learning fraud detection (Kinexys), LLM Suite and agentic workflows | AI programme disclosed | Oct 26, 2026 | JPMorgan profile → | American Banker ↗ · American Banker ↗ |
| 19 | Wells Fargo | 17 | 17 use cases described, 14 in production; e.g. Fargo, Agentspace agents for employees, AI coding assistants | AI programme disclosed | Oct 21, 2026 | Wells Fargo profile → | Wells Fargo ↗ · VentureBeat ↗ |
| 20 | DBS | 17 | 17 use cases described, 11 in production; e.g. DBS-GPT, Personal and team agents, Agentic credit-memo chain for corporate… | AI programme disclosed | Oct 26, 2026 | DBS profile → | DBS Group Holdings ↗ · DBS Group Holdings (reprint of a Business Times interview) ↗ |
| 21 | Huntington | 17 | 17 use cases described, 15 in production; e.g. Agentic process automation, Gen-AI SBA loan origination (Casca), AI-personalised deposit offers | AI programme disclosed | Oct 16, 2026 | Huntington profile → | Fortune ↗ · American Banker ↗ |
| 22 | Deutsche Bank | 17 | 17 use cases described, 10 in production; e.g. dbLumina digital assistant, dbTextract document processing, Coding assistants for more than 15,000… | AI programme disclosed | Oct 26, 2026 | Deutsche Bank profile → | Deutsche Bank ↗ · Finextra ↗ |
| 23 | SoFi | 17 | 17 use cases described, 14 in production; e.g. SoFi Coach, Cash Coach, Composer by SoFi | AI programme disclosed | Oct 26, 2026 | SoFi profile → | American Banker ↗ · Business Wire via FT Markets ↗ |
| 24 | Scotiabank | 17 | 17 use cases described, 12 in production; e.g. Scotia Navigator assistive AI platform, Knowledge agents, Contact-centre AI and Ask AI | AI programme disclosed | Oct 19, 2026 | Scotiabank profile → | Scotiabank (CNW via Yahoo Finance) ↗ · Scotiabank (CNW via Yahoo Finance) ↗ |
| 25 | Northern Trust | 17 | 17 use cases described, 11 in production; e.g. Shared semantic data layer for AI agents…, NLP and LLM signals in asset management, Rules-based account-lifecycle workflows… | AI programme disclosed | Oct 13, 2026 | Northern Trust profile → | Northern Trust ↗ · Northern Trust ↗ |
| 26 | BMO Financial Group | 17 | 17 use cases described, 12 in production; e.g. Aura commercial credit agent, Lumi Assistant, Microsoft Copilot and Copilot Chat | AI programme disclosed | Oct 13, 2026 | BMO Financial Group profile → | BMO Financial Group ↗ · BMO Financial Group ↗ |
| 27 | CIBC | 17 | 17 use cases described, 14 in production; e.g. CAI platform and enterprise chat, Agents Marketplace, Smart Library | AI programme disclosed | Oct 26, 2026 | CIBC profile → | CIBC ↗ · CIBC ↗ |
| 28 | Customers Bank | 17 | 17 use cases described, 11 in production; e.g. AI-powered loan closing and account opening, AI KYC screening and OFAC false-positive…, AI call-centre scoring | AI programme disclosed | Oct 26, 2026 | Customers Bank profile → | Customers Bank (Business Wire) ↗ · American Banker ↗ |
| 29 | Valley | 17 | 17 use cases described, 13 in production; e.g. Valley's AI Assistant and custom agents, AI workflows replacing vendor software, AI-powered fraud capabilities | AI programme disclosed | Oct 13, 2026 | Valley profile → | Banking Dive ↗ · American Banker ↗ |
| 30 | Western Alliance | 17 | 17 use cases described, 16 in production; e.g. Triangle of Fraud Protection (Digital…, ML log monitoring with LLM querying, WA VenueX on-chain settlement | AI programme disclosed | Oct 19, 2026 | Western Alliance profile → | American Banker ↗ · Western Alliance Bank ↗ |
| 31 | Santander US | 16 | 16 use cases described, 11 in production; e.g. AI tools for all employees (group), Agentic commerce via Getnet, Hyper-personalised customer journeys (ONE… | AI programme disclosed | Oct 21, 2026 | Santander US profile → | Bloomberg ↗ · PYMNTS ↗ |
| 32 | BMO | 16 | 16 use cases described, 14 in production; e.g. Aura commercial credit agent, Lumi Assistant, FIS financial-crimes agent (Anthropic) | AI programme disclosed | Oct 13, 2026 | BMO profile → | BMO ↗ · BMO AI Hub ↗ |
| 33 | Truist | 16 | 16 use cases described, 14 in production; e.g. Truist Insights, Fraud detection, Truist digital teammates (TDTs) | AI programme disclosed | Oct 21, 2026 | Truist profile → | Truist via FT Markets ↗ · American Banker ↗ |
| 34 | Raymond James | 16 | 16 use cases described, 14 in production; e.g. Rai operations agent, AI Search and CRM Note Assistant, Zoom AI Companion meeting summaries | AI programme disclosed | Oct 13, 2026 | Raymond James profile → | Raymond James ↗ · GlobeNewswire via FT Markets ↗ |
| 35 | HSBC USA | 16 | 16 use cases described, 7 in production; e.g. AI in the US model-risk and risk-factor…, AI in financial-crime risk management, Gen-AI productivity tools for 85% of staff | AI programme disclosed | Oct 19, 2026 | HSBC USA profile → | Banking Dive ↗ · Banking Dive ↗ |
| 36 | KeyBank | 16 | 16 use cases described, 10 in production; e.g. Conversational AI in the contact centre, Enriched transactions and personalised…, KeyTotal AR predictive receivables matching | AI programme disclosed | Oct 13, 2026 | KeyBank profile → | PYMNTS ↗ · Banking Dive ↗ |
| 37 | MUFG | 16 | 16 use cases described, 6 in production; e.g. ChatGPT Enterprise for MUFG Bank staff, Jinba general-purpose agent and AI…, AI credit experts and AI Loan Expert | AI programme disclosed | Oct 19, 2026 | MUFG profile → | Mitsubishi UFJ Financial Group, Inc. ↗ · Mitsubishi UFJ Financial Group, Inc. ↗ |
| 38 | Société Générale | 16 | 16 use cases described, 12 in production; e.g. Microsoft Copilot for employees (replacing…, Anthropic Claude models, coding tools and…, AI in IT: coding, testing and maintenance | AI programme disclosed | Oct 19, 2026 | Société Générale profile → | Bloomberg ↗ · Societe Generale ↗ |
| 39 | ING | 16 | 16 use cases described, 10 in production; e.g. Agentic mortgage assistant (Netherlands), GenAI contact-centre chatbots, Conversational banking in the mobile app | AI programme disclosed | Oct 13, 2026 | ING profile → | ING Groep N.V. (SEC filing) ↗ · Investing.com ↗ |
| 40 | First Horizon | 16 | 16 use cases described, 7 in production; e.g. ChatFHN internal assistant, Financial-statement spreading and…, AI code generation | AI programme disclosed | Oct 13, 2026 | First Horizon profile → | American Banker ↗ · American Banker ↗ |
Each row quotes one record from bank profiles via the AI index; the “On this site” link opens the bank's own page or sub-page with every source. Banks absent from the table have nothing matching on the record this site holds.
How is this ranked?
Data: the AI disclosure index (/banks/ai-index): eight components of the public record on AI (independent coverage, use cases in production, a named platform, own disclosures, moves in the last twelve months, numbers, leaders, use cases described), each a percentile rank, applied to all 141 profiles for this component.
Rule: Score = the raw value of the "useCases" component (not its percentile). Listed from 5; ties by index score, then assets.
Counts: 140 of 141 profiled banks qualify; the table shows the top 40; 80 distinct sources cited in the table. Data checked 2026-10-28; ranking template updated 2026-10-30.
What are the caveats?
Counts are of distinct, sourced entries on the profile; a bank may run more than it has described.
Banks absent from the table have nothing matching on the record this site holds, which is not evidence that they do nothing. Each row links the bank's own page, where every entry carries its sources.
Which bank ranks first?
American Express leads with 24 use cases: 24 use cases described, 13 in production; e.g. Account Financials open-banking API, Linked-account cash-flow data (Business…, ACE developer kit. Citi is second with 21.
How many large banks describe 5+ AI use cases?
140 of the 141 profiled banks (120 US, 21 non-US groups); the table shows the top 40. Among those listed, 24 are US banks and 16 non-US groups.
What counts, and what does not?
Score = the raw value of the "useCases" component (not its percentile). Listed from 5; ties by index score, then assets. Source: the AI disclosure index (/banks/ai-index): eight components of the public record on AI (independent coverage, use cases in production, a named platform, own disclosures, moves in the last twelve months, numbers, leaders, use cases described), each a percentile rank, applied to all 141 profiles for this component.
Is this a measure of capability?
No. Every row is a sourced fact on the public record: what the bank, a regulator, a filing or an independent outlet has put on the record. The page does not rate how well anything works.
When was this checked, and how often does it update?
The data behind the table was last checked on 2026-10-28 (bank profiles via the AI index). The page recomputes whenever that dataset changes and is republished with the site; it is never edited by hand.
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