AI agents · computed from bank profiles via the agent tracker; nothing on this page is written by a model. All ranked answers: /banks/leaders
On the public record as of Oct 28, 2026, 55 of the 141 large banks profiled record an AI-agent move whose text names customers, clients, members, cardholders, borrowers or merchants. Ranked by agent moves, the top 5 are ING (7 moves), NatWest (5 moves), Amex (5 moves), DBS (3 moves) and Lloyds (3 moves). ING's strongest evidence: Six banks publish principles for agentic commerce (announced, Sep 22, 2026); 7 moves in all.
141 banks profiled (120 US, 21 non-US) · 55 with matching evidence · top 40 shown · ranked answer, not a comparison
Which of the large banks have customer-facing AI agents?
| # | Bank | Agent moves | Latest move | Status | Date | On this site | Sources |
|---|---|---|---|---|---|---|---|
| 1 | ING | 7 | Six banks publish principles for agentic commerce (announced, Sep 22, 2026); 7 moves in all | Announced · 1 in production | Sep 22, 2026 | ING · AI agents timeline → | ING Group, ASB Bank, Bank of America, Capital One, Commonwealth Bank of Australia and NatWest Group ↗ · ING Groep N.V. ↗ |
| 2 | NatWest | 5 | Co-publishes principles for trusted agentic commerce (announced, Sep 22, 2026); 5 moves in all | Announced · 2 in production | Sep 22, 2026 | NatWest · AI agents timeline → | CNBC ↗ · NatWest Group plc ↗ |
| 3 | Amex | 5 | Agentic commerce playbook and merchant advisory council (announced, Oct 8, 2026); 5 moves in all | Announced · 1 in production | Oct 8, 2026 | Amex · AI agents timeline → | Payments Dive ↗ · American Banker ↗ |
| 4 | DBS | 3 | DBS and Stripe partner on agentic commerce (pilot, Aug 27, 2026); 3 moves in all | Pilot · 2 in production | Aug 27, 2026 | DBS · AI agents timeline → | DBS Group Holdings ↗ · DBS Group ↗ |
| 5 | Lloyds | 3 | More than 1,000 AI roles planned; AI financial assistant at 500,000 customers (announced, Jun 22, 2026); 3 moves in all | Announced · 2 in production | Jun 22, 2026 | Lloyds · AI agents timeline → | Lloyds Banking Group ↗ · Lloyds Banking Group ↗ |
| 6 | OCBC | 3 | HELIOS agentic AI cuts private banking onboarding to 15 business days (rolling out, Jul 29, 2026); 3 moves in all | Rolling out · 1 in production | Jul 29, 2026 | OCBC · AI agents timeline → | Oversea-Chinese Banking Corporation ↗ · The Business Times ↗ |
| 7 | Scotiabank | 3 | Barclays conference: Ask AI at 18,000 staff, mortgage verification 70% faster (announced, Sep 14, 2026); 3 moves in all | Announced | Sep 14, 2026 | Scotiabank profile → | Investing.com ↗ · Lightworks, Scotiabank, Sun Life and TELUS (CNW via Yahoo Finance) ↗ |
| 8 | Synchrony | 3 | Strategy chief on 'healthy paranoia' about agentic commerce (announced, Aug 27, 2026); 3 moves in all | Announced | Aug 27, 2026 | Synchrony · AI agents timeline → | PYMNTS ↗ · American Banker ↗ |
| 9 | Customers Bank | 2 | Q2 2026 deck: 46,000 hours, 600 agents, 100% licensed (in production, Jul 23, 2026); 2 moves in all | In production · 2 in production | Jul 23, 2026 | Customers Bank · AI agents timeline → | Customers Bancorp (SEC filings) ↗ · Customers Bancorp (SEC filings) ↗ |
| 10 | Santander US | 2 | US digital chief on agentic AI personalisation (announced, Jun 16, 2026); 2 moves in all | Announced · 1 in production | Jun 16, 2026 | Santander US profile → | American Banker ↗ · PYMNTS ↗ |
| 11 | Citi | 2 | Agentic AI in cards (announced, Jun 1, 2026); 2 moves in all | Announced · 1 in production | Jun 1, 2026 | Citi · AI agents timeline → | American Banker ↗ · Citigroup (PR Newswire) ↗ |
| 12 | U.S. Bank | 2 | Multiyear AWS agreement for cloud and generative AI (announced, May 7, 2026); 2 moves in all | Announced · 1 in production | May 7, 2026 | U.S. Bank profile → | American Banker ↗ · Mastercard ↗ |
| 13 | Fifth Third | 2 | Newline MCP server adds Skills (in production, Apr 13, 2026); 2 moves in all | In production · 1 in production | Apr 13, 2026 | Fifth Third profile → | Fifth Third (Business Wire via Yahoo Finance) ↗ · Fifth Third ↗ |
| 14 | Barclays | 2 | 20-F names AI a US Consumer Bank focus area (in production, Feb 10, 2026); 2 moves in all | In production · 1 in production | Feb 10, 2026 | Barclays profile → | SEC (Barclays PLC 20-F) ↗ · Barclays ↗ |
| 15 | BBVA | 2 | Strategic Talks #2: 'The Frame' presented to investors (rolling out, Oct 6, 2026); 2 moves in all | Rolling out | Oct 6, 2026 | BBVA profile → | BBVA ↗ · BBVA ↗ |
| 16 | Huntington | 2 | Vakharia on AI in bank marketing (announced, Sep 25, 2026); 2 moves in all | Announced | Sep 25, 2026 | Huntington profile → | Banking Dive ↗ · American Banker ↗ |
| 17 | TD Bank Group | 2 | Chun: 'sizeable upside' to the C$1 billion target (announced, Sep 9, 2026); 2 moves in all | Announced | Sep 9, 2026 | TD Bank Group · AI agents timeline → | Financial Post via Yahoo Finance ↗ · The Globe and Mail ↗ |
| 18 | HSBC | 2 | Founding member of EPAA's AI and agentic payments group (pilot, Jul 20, 2026); 2 moves in all | Pilot | Jul 20, 2026 | HSBC · AI agents timeline → | Finextra ↗ · Finextra ↗ |
| 19 | PNC | 2 | About 115 AI agents built the new app; a PNC digital assistant is planned (pilot, Jul 8, 2026); 2 moves in all | Pilot | Jul 8, 2026 | PNC · AI agents timeline → | Banking Dive ↗ · Investing.com ↗ |
| 20 | Banco Santander | 2 | Getnet infrastructure for AI agent-initiated payments (pilot, Jun 9, 2026); 2 moves in all | Pilot | Jun 9, 2026 | Banco Santander · AI agents timeline → | Banco Santander ↗ · Banco Santander ↗ |
| 21 | Morgan Stanley | 2 | Opening stock-plan platforms to external AI agents (rolling out, Jun 3, 2026); 2 moves in all | Rolling out | Jun 3, 2026 | Morgan Stanley profile → | CNBC ↗ · WealthManagement.com ↗ |
| 22 | Zions | 2 | Gemini platform, document AI, and 'no autonomous AI' in client decisions (pilot, Mar 10, 2026); 2 moves in all | Pilot | Mar 10, 2026 | Zions profile → | American Banker ↗ · Zions Bancorporation (SEC filings) ↗ |
| 23 | First Citizens | 1 | CB Insights joins SVB's partner network with its ChatCBI AI agent (in production, Sep 17, 2026) | In production · 1 in production | Sep 17, 2026 | First Citizens profile → | CB Insights (PR Newswire) ↗ |
| 24 | Deutsche Bank | 1 | Design partner for Google's Gemini Enterprise for Financial Services (in production, Aug 25, 2026) | In production · 1 in production | Aug 25, 2026 | Deutsche Bank · AI agents timeline → | Google Cloud ↗ |
| 25 | UBS (US) | 1 | Advisor agents described to Reuters (in production, Jul 13, 2026) | In production · 1 in production | Jul 13, 2026 | UBS (US) profile → | Reuters via Investing.com ↗ |
| 26 | UBS Group AG | 1 | Advisor agents described to Reuters (in production, Jul 13, 2026) | In production · 1 in production | Jul 13, 2026 | UBS Group AG profile → | Reuters via Investing.com ↗ |
| 27 | BNY | 1 | Named among Anthropic's finance-agent customers (in production, May 5, 2026) | In production · 1 in production | May 5, 2026 | BNY · AI agents timeline → | Anthropic ↗ |
| 28 | Valley | 1 | CEO lists AI use cases already in production (in production, Apr 23, 2026) | In production · 1 in production | Apr 23, 2026 | Valley profile → | Valley National Bancorp (SEC filings) ↗ |
| 29 | Sallie Mae | 1 | Unit21 release names Sallie Mae as a customer (in production, Apr 3, 2026) | In production · 1 in production | Apr 3, 2026 | Sallie Mae profile → | Unit21 (Business Wire) ↗ |
| 30 | First Financial Bank | 1 | 2025 10-K: stand-alone AI risk factor (in production, Feb 19, 2026) | In production · 1 in production | Feb 19, 2026 | First Financial Bank profile → | First Financial Bancorp (SEC filings) ↗ |
| 31 | Barclays US | 1 | 20-F names AI a US Consumer Bank focus area (in production, Feb 10, 2026) | In production · 1 in production | Feb 10, 2026 | Barclays US profile → | SEC (Barclays PLC 20-F) ↗ |
| 32 | BancFirst | 1 | Webex customer post names BancFirst again (in production, Oct 20, 2025) | In production · 1 in production | Oct 20, 2025 | BancFirst profile → | Cisco Webex (vendor customer post) ↗ |
| 33 | Capital One | 1 | Natarajan: cutting latency and token costs with smaller, open-weight models (announced, Sep 29, 2026) | Announced | Sep 29, 2026 | Capital One · AI agents timeline → | Fortune ↗ |
| 34 | BNP Paribas | 1 | Five-year Google Cloud partnership for agentic AI (announced, Sep 24, 2026) | Announced | Sep 24, 2026 | BNP Paribas profile → | BNP Paribas ↗ |
| 35 | Raymond James | 1 | Meta's Muse reignites the AI selloff (announced, Sep 22, 2026) | Announced | Sep 22, 2026 | Raymond James profile → | CNBC ↗ |
| 36 | Wells Fargo | 1 | Joins the Agentic AI Foundation as a Gold member (announced, Aug 12, 2026) | Announced | Aug 12, 2026 | Wells Fargo profile → | Agentic AI Foundation (PR Newswire) ↗ |
| 37 | Bread Financial | 1 | Bread Financial joins the Agentic AI Foundation as a Silver member (announced, Aug 12, 2026) | Announced | Aug 12, 2026 | Bread Financial · AI agents timeline → | PR Newswire via Morningstar ↗ |
| 38 | RBC | 1 | RBC a founding premier member of FINOS AI Fund (announced, Jun 23, 2026) | Announced | Jun 23, 2026 | RBC profile → | Fintech Open Source Foundation ↗ |
| 39 | Ally | 1 | Pioneer customer of Knotch's ACE (announced, Jun 16, 2026) | Announced | Jun 16, 2026 | Ally · AI agents timeline → | Knotch (PR Newswire) ↗ |
| 40 | SoFi | 1 | Poetic's AI agents run SoFi fraud investigations (announced, Jun 10, 2026) | Announced | Jun 10, 2026 | SoFi profile → | PR Newswire (Poetic) ↗ |
Each row quotes one record from bank profiles via the agent tracker; 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 agent announcements tracker (/ai-agents-in-banking/announcements): every dated timeline move on a bank profile whose text is about agents, with the stage the bank describes; 355 moves across 90 banks.
Rule: Launch moves whose title or detail names a customer audience. Score = such moves; ties by production moves, then the newest move.
Counts: 55 of 141 profiled banks qualify; the table shows the top 40; 60 distinct sources cited in the table. Data checked 2026-10-28; ranking template updated 2026-10-30.
What are the caveats?
A move is what the bank or the press described on a dated record; "in production" is the bank's own stage word, not a verified deployment count.
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?
ING Groep N.V. leads with 7 moves: Six banks publish principles for agentic commerce (announced, Sep 22, 2026); 7 moves in all. NatWest is second with 5.
How many large banks have customer-facing AI agents?
55 of the 141 profiled banks (120 US, 21 non-US groups); the table shows the top 40. Among those listed, 25 are US banks and 15 non-US groups.
What counts, and what does not?
Launch moves whose title or detail names a customer audience. Score = such moves; ties by production moves, then the newest move. Source: the AI agent announcements tracker (/ai-agents-in-banking/announcements): every dated timeline move on a bank profile whose text is about agents, with the stage the bank describes; 355 moves across 90 banks.
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 agent tracker). The page recomputes whenever that dataset changes and is republished with the site; it is never edited by hand.
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