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, 90 of the 141 large banks profiled record at least one dated AI-agent move. Ranked by agent moves, the top 5 are Amex (21 moves), Capital One (12 moves), NatWest (11 moves), Lloyds (10 moves) and ING (10 moves). Amex's strongest evidence: Agentic commerce playbook and merchant advisory council (announced, Oct 8, 2026); 21 moves in all.
141 banks profiled (120 US, 21 non-US) · 90 with matching evidence · top 40 shown · ranked answer, not a comparison
Which of the large banks have announced the most AI agents?
| # | Bank | Agent moves | Latest move | Status | Date | On this site | Sources |
|---|---|---|---|---|---|---|---|
| 1 | Amex | 21 | Agentic commerce playbook and merchant advisory council (announced, Oct 8, 2026); 21 moves in all | Announced · 5 in production | Oct 8, 2026 | Amex · AI agents timeline → | Payments Dive ↗ · American Banker ↗ |
| 2 | Capital One | 12 | Natarajan: cutting latency and token costs with smaller, open-weight models (announced, Sep 29, 2026); 12 moves in all | Announced · 5 in production | Sep 29, 2026 | Capital One · AI agents timeline → | Fortune ↗ · CIO Dive ↗ |
| 3 | NatWest | 11 | Co-publishes principles for trusted agentic commerce (announced, Sep 22, 2026); 11 moves in all | Announced · 4 in production | Sep 22, 2026 | NatWest · AI agents timeline → | CNBC ↗ · NatWest Group plc ↗ |
| 4 | Lloyds | 10 | AI Adoption Plan for financial services published (announced, Jul 14, 2026); 10 moves in all | Announced · 4 in production | Jul 14, 2026 | Lloyds · AI agents timeline → | GOV.UK (HM Treasury) ↗ · Lloyds Banking Group ↗ |
| 5 | ING | 10 | CEO at the BofA conference: 600 AI staff, Google as main partner (announced, Sep 23, 2026); 10 moves in all | Announced · 1 in production | Sep 23, 2026 | ING · AI agents timeline → | Investing.com ↗ · ING Group, ASB Bank, Bank of America, Capital One, Commonwealth Bank of Australia and NatWest Group ↗ |
| 6 | BNY | 9 | Russell profile: usage up from about 20% to 99% trained in a year (in production, Oct 1, 2026); 9 moves in all | In production · 5 in production | Oct 1, 2026 | BNY · AI agents timeline → | American Banker ↗ · Anthropic ↗ |
| 7 | Synchrony | 9 | Strategy chief on 'healthy paranoia' about agentic commerce (announced, Aug 27, 2026); 9 moves in all | Announced · 2 in production | Aug 27, 2026 | Synchrony · AI agents timeline → | PYMNTS ↗ · Synchrony ↗ |
| 8 | DBS | 8 | DBS and Stripe partner on agentic commerce (pilot, Aug 27, 2026); 8 moves in all | Pilot · 2 in production | Aug 27, 2026 | DBS · AI agents timeline → | DBS Group Holdings ↗ · DBS Group ↗ |
| 9 | HSBC | 8 | Ant Digital test: AI agents pay with HSBC tokenised deposits (announced, Oct 9, 2026); 8 moves in all | Announced · 1 in production | Oct 9, 2026 | HSBC · AI agents timeline → | Ant Digital Technologies (PR Newswire via Yahoo Finance) ↗ · Finextra ↗ |
| 10 | Banco Santander | 8 | NVIDIA: Model Arena, specialised models and a three-year collaboration framework (pilot, Oct 19, 2026); 8 moves in all | Pilot | Oct 19, 2026 | Banco Santander · AI agents timeline → | Banco Santander ↗ · Banco Santander (archived copy of 24 September 2026; original page offline as of 26 October 2026) ↗ |
| 11 | Customers Bank | 7 | Q2 2026 call: underwriting, KYC and close-cycle results (announced, Jul 24, 2026); 7 moves in all | Announced · 4 in production | Jul 24, 2026 | Customers Bank · AI agents timeline → | MarketBeat via Yahoo Finance ↗ · Investing.com ↗ |
| 12 | OCBC | 7 | MAS issues final AI Risk Management Guidelines (announced, Oct 7, 2026); 7 moves in all | Announced · 3 in production | Oct 7, 2026 | OCBC · AI agents timeline → | The Business Times ↗ · Oversea-Chinese Banking Corporation ↗ |
| 13 | TD | 7 | Agentic AI extended to mortgage funding and discharge (rolling out, Oct 13, 2026); 7 moves in all | Rolling out · 2 in production | Oct 13, 2026 | TD · AI agents timeline → | TD Bank Group (Canada Newswire via Yahoo Finance) ↗ · American Banker ↗ |
| 14 | HSBC USA | 7 | Ant Digital test: AI agents pay with HSBC tokenised deposits (announced, Oct 9, 2026); 7 moves in all | Announced · 1 in production | Oct 9, 2026 | HSBC USA · AI agents timeline → | Ant Digital Technologies (PR Newswire via Yahoo Finance) ↗ · Finextra ↗ |
| 15 | Deutsche Bank (U.S.) | 7 | Agentic Source of Wealth KYC tool live in Singapore and Hong Kong (rolling out, Sep 23, 2026); 7 moves in all | Rolling out · 1 in production | Sep 23, 2026 | Deutsche Bank (U.S.) · AI agents timeline → | Finextra ↗ · Deutsche Bank (Business Wire via Yahoo Finance) ↗ |
| 16 | PNC | 7 | President Wiedman on agent risk (announced, Sep 14, 2026); 7 moves in all | Announced | Sep 14, 2026 | PNC · AI agents timeline → | American Banker ↗ · Banking Dive ↗ |
| 17 | Axos Bank | 6 | Fiscal 2026 10-K lists AI development and use as a risk factor (in production, Aug 20, 2026); 6 moves in all | In production · 4 in production | Aug 20, 2026 | Axos Bank · AI agents timeline → | SEC EDGAR ↗ · AI Business ↗ |
| 18 | Citi | 6 | Agentic AI in cards (announced, Jun 1, 2026); 6 moves in all | Announced · 4 in production | Jun 1, 2026 | Citi · AI agents timeline → | American Banker ↗ · CIO Dive ↗ |
| 19 | Deutsche Bank | 6 | Agentic Source of Wealth KYC tool live in Singapore and Hong Kong (rolling out, Sep 23, 2026); 6 moves in all | Rolling out · 2 in production | Sep 23, 2026 | Deutsche Bank · AI agents timeline → | Finextra ↗ · Google Cloud ↗ |
| 20 | TD Bank Group | 6 | Agentic AI extended to mortgage funding and discharge (rolling out, Oct 13, 2026); 6 moves in all | Rolling out | Oct 13, 2026 | TD Bank Group · AI agents timeline → | TD Bank Group (Canada Newswire via Yahoo Finance) ↗ · Financial Post via Yahoo Finance ↗ |
| 21 | State Street | 6 | Fogarty: agentic AI 'moved into production', driverless NAV live (announced, Oct 1, 2026); 6 moves in all | Announced | Oct 1, 2026 | State Street · AI agents timeline → | American Banker ↗ · State Street (SEC filing) ↗ |
| 22 | Citizens | 6 | Coughlin: engineers now 30-40% more productive with AI (announced, Sep 29, 2026); 6 moves in all | Announced | Sep 29, 2026 | Citizens · AI agents timeline → | American Banker ↗ · Citizens Financial Group (SEC filings) ↗ |
| 23 | Bread Financial | 6 | Bread Financial joins the Agentic AI Foundation as a Silver member (announced, Aug 12, 2026); 6 moves in all | Announced | Aug 12, 2026 | Bread Financial · AI agents timeline → | PR Newswire via Morningstar ↗ · Bread Financial Holdings (SEC filing) ↗ |
| 24 | Ally | 6 | AI agent personas patent application published (announced, Jul 16, 2026); 6 moves in all | Announced | Jul 16, 2026 | Ally · AI agents timeline → | Google Patents (USPTO) ↗ · Knotch (PR Newswire) ↗ |
| 25 | JPMorgan | 5 | Q3 2026 call: outside AI agents stay blocked; AI spend put near $700 million (in production, Oct 13, 2026); 5 moves in all | In production · 3 in production | Oct 13, 2026 | JPMorgan · AI agents timeline → | Banking Dive ↗ · Yahoo Finance ↗ |
| 26 | Huntington | 5 | Vakharia on AI in bank marketing (announced, Sep 25, 2026); 5 moves in all | Announced · 2 in production | Sep 25, 2026 | Huntington profile → | Banking Dive ↗ · Fortune ↗ |
| 27 | BofA | 5 | DeMare: coding is the clearest AI return (announced, Sep 23, 2026); 5 moves in all | Announced · 2 in production | Sep 23, 2026 | BofA profile → | Banking Dive ↗ · American Banker ↗ |
| 28 | CIBC | 5 | Barclays conference: advisers from four to five meetings a day (announced, Sep 15, 2026); 5 moves in all | Announced · 2 in production | Sep 15, 2026 | CIBC profile → | Investing.com ↗ · CIBC ↗ |
| 29 | BMO Financial Group | 5 | Agentic decision-intelligence layer described (announced, Jul 27, 2026); 5 moves in all | Announced · 2 in production | Jul 27, 2026 | BMO Financial Group profile → | BMO AI Hub ↗ · American Banker ↗ |
| 30 | U.S. Bank | 5 | Multiyear AWS agreement for cloud and generative AI (announced, May 7, 2026); 5 moves in all | Announced · 2 in production | May 7, 2026 | U.S. Bank profile → | American Banker ↗ · American Banker ↗ |
| 31 | Valley | 5 | Robbins on CNBC: AI agents not a threat to regional banks (announced, Sep 29, 2026); 5 moves in all | Announced · 1 in production | Sep 29, 2026 | Valley profile → | CNBC ↗ · Valley National Bancorp (SEC filings) ↗ |
| 32 | Santander US | 5 | Santander AI Lab launches A2K, a protocol for agent-to-knowledge access (announced, Sep 23, 2026); 5 moves in all | Announced · 1 in production | Sep 23, 2026 | Santander US profile → | Banco Santander (archived copy of 24 September 2026; original page offline as of 26 October 2026) ↗ · American Banker ↗ |
| 33 | Scotiabank | 5 | Barclays conference: Ask AI at 18,000 staff, mortgage verification 70% faster (announced, Sep 14, 2026); 5 moves in all | Announced · 1 in production | Sep 14, 2026 | Scotiabank profile → | Investing.com ↗ · Lightworks, Scotiabank, Sun Life and TELUS (CNW via Yahoo Finance) ↗ |
| 34 | Wells Fargo | 5 | Q3 2026 call: AI agents in code, marketing, cyber, underwriting (announced, Oct 13, 2026); 5 moves in all | Announced | Oct 13, 2026 | Wells Fargo profile → | Wells Fargo ↗ · Agentic AI Foundation (PR Newswire) ↗ |
| 35 | BBVA | 5 | First European bank to join the Poppy agent protocol (announced, Oct 13, 2026); 5 moves in all | Announced | Oct 13, 2026 | BBVA profile → | BBVA ↗ · BBVA ↗ |
| 36 | Commonwealth Bank | 4 | Agentic fraud system deployed (in production, Apr 24, 2026); 4 moves in all | In production · 3 in production | Apr 24, 2026 | Commonwealth Bank profile → | Commonwealth Bank of Australia ↗ · The Register ↗ |
| 37 | SoFi | 4 | Engineering blog names Claude, Gitar.ai and Cequence (in production, Jul 6, 2026); 4 moves in all | In production · 2 in production | Jul 6, 2026 | SoFi profile → | SoFi (engineering blog) ↗ · PR Newswire (Poetic) ↗ |
| 38 | Barclays | 4 | Co-COO on model choice and agentic AI (announced, Oct 1, 2026); 4 moves in all | Announced · 1 in production | Oct 1, 2026 | Barclays profile → | American Banker ↗ · Visa ↗ |
| 39 | WaFd Bank | 4 | nCino: WaFd piloting Analyst Digital Partner for credit risk (pilot, Sep 10, 2026); 4 moves in all | Pilot · 1 in production | Sep 10, 2026 | WaFd Bank profile → | nCino ↗ · nCino ↗ |
| 40 | Morgan Stanley | 4 | FIXR: agentic P&L reconciliation cuts the job in half (in production, Jun 30, 2026); 4 moves in all | In production · 1 in production | Jun 30, 2026 | Morgan Stanley profile → | VentureBeat ↗ · The Wall Street Journal ↗ |
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: Every move in the tracker, launches and policies. Score = moves; ties by production moves, then the newest move.
Counts: 90 of 141 profiled banks qualify; the table shows the top 40; 74 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?
American Express leads with 21 moves: Agentic commerce playbook and merchant advisory council (announced, Oct 8, 2026); 21 moves in all. Capital One is second with 12.
How many large banks have dated AI-agent announcements?
90 of the 141 profiled banks (120 US, 21 non-US groups); the table shows the top 40. Among those listed, 26 are US banks and 14 non-US groups.
What counts, and what does not?
Every move in the tracker, launches and policies. Score = 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.
When any of these banks moves on AI, you'll read it the next morning.
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