AI use cases · computed from bank profiles; nothing on this page is written by a model. All ranked answers: /banks/leaders
On the public record as of Oct 28, 2026, 35 of the 141 large banks profiled describe at least one sourced AI use case for small-business and commercial banking on their profile. Ranked by use cases (in production), the top 5 are BofA (3 use cases), Axos Bank (3 use cases), Wells Fargo (2 use cases), RBC (2 use cases) and TD Bank Group (2 use cases). BofA's strongest evidence: CashPro Chat for corporate clients: AI-driven chat used by nearly 70% of corporate clients for account information, transaction tracking and service….
141 banks profiled (120 US, 21 non-US) · 35 with matching evidence · ranked answer, not a comparison
Which of the large banks use AI for small-business and commercial banking?
| # | Bank | Use cases (in production) | Strongest use case | Status | Date | On this site | Sources |
|---|---|---|---|---|---|---|---|
| 1 | BofA | 3 | CashPro Chat for corporate clients: AI-driven chat used by nearly 70% of corporate clients for account information, transaction tracking and service… | In production (2 of 3 in production) | Jul 14, 2026 | BofA profile → | Bank of America via FT Markets ↗ · Bank of America (PR Newswire) ↗ |
| 2 | Axos Bank | 3 | AI in commercial credit underwriting and portfolio management: Manual, repetitive underwriting and monitoring tasks automated | In production (2 of 3 in production) | Jan 29, 2026 | Axos Bank profile → | Yahoo Finance ↗ · American Banker ↗ |
| 3 | Wells Fargo | 2 | Payments fraud defence: AI on payment flows of more than $1 trillion a day | In production (2 of 2 in production) | Jun 1, 2026 | Wells Fargo profile → | American Banker ↗ · Wells Fargo ↗ |
| 4 | RBC | 2 | Aiden QuickTakes and AidenBanker: QuickTakes drafts research reports up to 95% faster | In production (1 of 2 in production) | Oct 6, 2026 | RBC profile → | Yahoo Finance ↗ · Royal Bank of Canada ↗ |
| 5 | TD Bank Group | 2 | Agentic pre-adjudication for mortgages and HELOCs: Autonomous agents classify documents, calculate income, check policy and consent and write an underwriter summary | In production (1 of 2 in production) | Sep 9, 2026 | TD Bank Group profile → | TD Bank Group ↗ · Motley Fool (Yahoo Finance) ↗ |
| 6 | BMO Financial Group | 2 | Next Best Offer / AIM lead engine: Machine-learning engine in Commercial Banking, served through the CRM, that generates and ranks client leads and… | In production (1 of 2 in production) | Aug 6, 2026 | BMO Financial Group profile → | BMO Financial Group (BMO AI Hub) ↗ · BMO AI Hub ↗ |
| 7 | BMO | 2 | SAFE signer-records platform: AI and machine learning digitise, validate and retrieve account-signer records for Commercial Banking clients in… | In production (1 of 2 in production) | May 26, 2026 | BMO profile → | BMO AI Hub ↗ · BMO ↗ |
| 8 | Bank of Hope | 2 | Digital business banking platform (Q2): ACH, positive pay, information reporting and user administration | In production (1 of 2 in production) | Sep 29, 2025 | Bank of Hope profile → | Bank of Hope ↗ · American Banker ↗ |
| 9 | Beacon Bank | 2 | AI-enabled document classification and spreading (Baker Hill ASK BKR): Streamlines credit analysis in small-business and SBA 7(a) lending | Rolling out (0 of 2 in production) | Jun 16, 2026 | Beacon Bank profile → | Baker Hill (PR Newswire) ↗ |
| 10 | Amex | 2 | Hypercard agentic expense management: Acquired to automate commercial clients' expense workflows | Rolling out (0 of 2 in production) | Apr 16, 2026 | Amex profile → | American Express via FT Markets ↗ · American Banker ↗ |
| 11 | Arvest | 2 | Digitised small-business lending (Baker Hill UN/FY): Automated workflows and streamlined underwriting across the lending lifecycle | Rolling out (0 of 2 in production) | Feb 9, 2026 | Arvest profile → | Baker Hill (PR Newswire) ↗ · Arvest Bank ↗ |
| 12 | Citizens | 1 | Business Pulse survey research on client AI adoption: Quarterly small-business survey tracking AI spending and adoption among Citizens' commercial clients | In production | Sep 29, 2026 | Citizens profile → | Citizens (Business Wire via Yahoo Finance) ↗ |
| 13 | Eastern Bank | 1 | Express Business Loan automated decisioning: Five-minute application and decisions 'often instantly' for small-business loans up to $200,000 | In production | Sep 1, 2026 | Eastern Bank profile → | Eastern Bank ↗ · Eastern Bank ↗ |
| 14 | First Citizens | 1 | Layered defence aligned to FFIEC and NIST: The fact sheet describes detect, respond and prevent layers with 24/7 monitoring and zero-trust controls, and advises… | In production | Jul 3, 2026 | First Citizens profile → | First Citizens Bank ↗ |
| 15 | Webster | 1 | FDX open-banking connector for commercial clients: Plaid Core Exchange access to accounting, treasury and PFM apps | In production | Jun 11, 2026 | Webster profile → | Business Wire via FT Markets ↗ |
| 16 | Western Alliance | 1 | Copilots and AI assistants for employees: Team and personal productivity, preferred and small-business banking copilots, industry intelligence and reporting | In production | May 12, 2026 | Western Alliance profile → | Western Alliance Bancorporation (SEC filings) ↗ |
| 17 | OCBC | 1 | OCBC Markets Watch chatbot and Voice AI reminders: Markets Watch is OCBC's first AI-powered WhatsApp chatbot, giving targeted corporate clients real-time market news and… | In production | Mar 10, 2026 | OCBC profile → | Oversea-Chinese Banking Corporation (via HKMA Banking Disclosure Repository) ↗ |
| 18 | Lloyds | 1 | GenAI application for commercial real estate lending: The first generative AI application in Business and Commercial Banking, expediting the tenancy-schedule step of… | In production | Feb 13, 2026 | Lloyds profile → | Lloyds Banking Group (SEC filing) ↗ |
| 19 | Truist | 1 | Integrated receivables: AI cash application for commercial and corporate clients | In production | Feb 3, 2026 | Truist profile → | Truist ↗ |
| 20 | ServisFirst Bank | 1 | Relationship commercial lending via team lift-outs: Branch-light expansion into new metros with experienced bankers | In production | Dec 16, 2025 | ServisFirst Bank profile → | American Banker ↗ · American Banker ↗ |
| 21 | U.S. Bank | 1 | Liquidity Manager cash forecasting: AI forecasting and scenario planning for corporate clients, with Kyriba | In production | Nov 18, 2025 | U.S. Bank profile → | U.S. Bank ↗ |
| 22 | East West | 1 | Worldpay merchant and hardware solutions: Referral partnership for commercial clients' payments technology | In production | Oct 8, 2025 | East West profile → | PYMNTS ↗ |
| 23 | M&T | 1 | AI cash application: Remittance digitisation and invoice matching for commercial clients | In production | Jul 16, 2025 | M&T profile → | M&T Bank ↗ |
| 24 | Community Bank N.A. | 1 | Small-business AI and automation guidance: Client education on AI tools | In production | Aug 5, 2024 | Community Bank N.A. profile → | Community Bank, N.A. ↗ |
| 25 | City National Florida | 1 | CISO-led AI education for small businesses: Webinar on AI trends, tools and safe integration | In production | May 28, 2024 | City National Florida profile → | City National Bank of Florida ↗ |
| 26 | DBS | 1 | Agentic credit-memo chain for corporate lending: A chain of roughly 70 to 80 agents assembles credit memos for large corporate clients from annual reports, news and… | Rolling out | Oct 5, 2026 | DBS profile → | Computer Weekly ↗ · DBS Group Holdings (reprint of a Business Times interview) ↗ |
| 27 | City National | 1 | AI commercial credit and auto-adjudication (RBC): McKay told the Scotiabank summit that RBC is 'just starting to deploy' AI for commercial auto-adjudication and… | Rolling out | Sep 9, 2026 | City National profile → | Investing.com ↗ |
| 28 | Fifth Third | 1 | Brex agentic commercial cards: AI agents automating expense workflows for commercial clients | Rolling out | Dec 10, 2025 | Fifth Third profile → | Fifth Third ↗ · American Banker ↗ |
| 29 | WaFd Bank | 1 | nCino Analyst Digital Partner: AI agent for loan-document review, covenant work, credit risk assessment and financial analysis in commercial lending | Pilot | Sep 10, 2026 | WaFd Bank profile → | nCino ↗ · nCino ↗ |
| 30 | Commonwealth Bank | 1 | AI-assisted and agentic business lending: AI for faster loan decisioning through BizExpress (auto-decisioned small-business loans more than doubled FY26 versus… | Pilot | Aug 12, 2026 | Commonwealth Bank profile → | Commonwealth Bank of Australia ↗ · Commonwealth Bank of Australia ↗ |
| 31 | HSBC USA | 1 | HSBCnio: AI-enabled digital banking for corporate clients: Combines transaction banking with AI interfaces, including MCP-based data queries and a planned 'Ask HSBC' assistant | Announced | Sep 29, 2026 | HSBC USA profile → | HSBC ↗ |
| 32 | Valley | 1 | Bluevine AI-native small-business platform: Acquired production-grade AI engineering: per Valley's deal presentation, the majority of Bluevine's new code is… | Announced | Sep 28, 2026 | Valley profile → | Valley National Bancorp (SEC filings) ↗ |
| 33 | Columbia | 1 | AI in the commercial lending process: Work expected over the next couple of quarters to speed analytics, reporting and decision-making in commercial… | Announced | Sep 15, 2026 | Columbia profile → | Investing.com ↗ |
| 34 | Commerce | 1 | Client guidance on AI-driven payments fraud: Articles for commercial clients describe deepfake impersonation and generative-AI scams and point to AI anomaly… | Announced | Aug 31, 2026 | Commerce profile → | Commerce Bank ↗ · Commerce Bank ↗ |
| 35 | Zions | 1 | nCino platform for commercial and small-business origination: nCino tools including Banking Advisor, Commercial Pricing, and Profitability and Analysis to speed end-to-end lending | Announced | Apr 15, 2025 | Zions profile → | nCino (GlobeNewswire) ↗ |
Each row quotes one record from bank profiles; 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 141 bank profiles on this site (lib/banks), every entry dated and sourced: the "Where AI runs" use cases, each with a status (in production, rolling out, pilot, announced).
Rule: Use cases whose name or detail matches small[- ]business|commercial (banking|lending|clients|borrowers|credit)|corporate (banking|clients|treasury)|\bSMB\b|business banking. Score = matching use cases. Order: matching use cases, then those in production, then the strongest stage, then the newest source.
Counts: 35 of 141 profiled banks qualify; 51 distinct sources cited in the table. Data checked 2026-10-28; ranking template updated 2026-10-30.
What are the caveats?
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?
Bank of America leads with 3 use cases: CashPro Chat for corporate clients: AI-driven chat used by nearly 70% of corporate clients for account information, transaction tracking and service…. Axos Bank is second with 3.
How many large banks describe AI use cases for commercial banking?
35 of the 141 profiled banks (120 US, 21 non-US groups). Among those listed, 28 are US banks and 7 non-US groups.
What counts, and what does not?
Use cases whose name or detail matches small[- ]business|commercial (banking|lending|clients|borrowers|credit)|corporate (banking|clients|treasury)|\bSMB\b|business banking. Score = matching use cases. Order: matching use cases, then those in production, then the strongest stage, then the newest source. Source: the 141 bank profiles on this site (lib/banks), every entry dated and sourced: the "Where AI runs" use cases, each with a status (in production, rolling out, pilot, announced).
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). The page recomputes whenever that dataset changes and is republished with the site; it is never edited by hand.
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