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, 31 of the 141 large banks profiled describe at least one sourced AI use case for treasury, cash management and liquidity on their profile. Ranked by use cases (in production), the top 5 are Regions (2 use cases), U.S. Bank (2 use cases), Wells Fargo (2 use cases), Central Bank (2 use cases) and Standard Chartered (2 use cases). Regions's strongest evidence: RegionsClientIQ and its generative-AI copilot: A machine-learning data product that prioritises client opportunities and flags early credit and attrition risk for….
141 banks profiled (120 US, 21 non-US) · 31 with matching evidence · ranked answer, not a comparison
Which of the large banks use AI for treasury, cash management and liquidity?
| # | Bank | Use cases (in production) | Strongest use case | Status | Date | On this site | Sources |
|---|---|---|---|---|---|---|---|
| 1 | Regions | 2 | RegionsClientIQ and its generative-AI copilot: A machine-learning data product that prioritises client opportunities and flags early credit and attrition risk for… | In production (2 of 2 in production) | Aug 7, 2026 | Regions profile → | Regions Financial (SEC filing) ↗ · Regions Financial (SEC filing) ↗ |
| 2 | U.S. Bank | 2 | Treasury fraud defence: Anomaly detection, behavioural intelligence and network analytics on payments | In production (2 of 2 in production) | Jul 22, 2026 | U.S. Bank profile → | U.S. Bank ↗ · U.S. Bank ↗ |
| 3 | Wells Fargo | 2 | Banker call summaries and payments intelligence: A tool that summarises banker-client calls beyond a CRM dump | In production (2 of 2 in production) | May 5, 2026 | Wells Fargo profile → | Wells Fargo ↗ · American Banker ↗ |
| 4 | Central Bank | 2 | In-house digital and treasury platforms: Mobile app and government and association treasury tools built by the bank's own developers | In production (2 of 2 in production) | Mar 25, 2026 | Central Bank profile → | Central Bancompany (SEC filings) ↗ |
| 5 | Standard Chartered | 2 | AI-driven Treasury liquidity management: Faster, clearer liquidity insights, cited as an example of deploying AI in a complex, regulated environment | In production (1 of 2 in production) | Jun 5, 2026 | Standard Chartered profile → | Standard Chartered PLC ↗ · Standard Chartered PLC ↗ |
| 6 | Citi | 2 | Feedzai payments fraud prevention (Treasury and Trade Solutions): Feedzai quotes Manish Kohli, global head of payments and receivables at Citi Treasury and Trade Solutions, on Citi's… | In production (1 of 2 in production) | Oct 11, 2024 | Citi profile → | Ant International (Business Wire) ↗ · FinTech Futures ↗ |
| 7 | ING | 1 | Wholesale banking front-office AI: ING equipped Wholesale Banking front-office teams with integrated CRM and GenAI capabilities, uses machine learning… | In production | Oct 14, 2026 | ING profile → | ING Groep N.V. (SEC filing) ↗ · Computer Weekly ↗ |
| 8 | Western Alliance | 1 | WA VenueX on-chain settlement: Always-on dollar liquidity for stablecoin issuers and digital-asset firms | In production | Jul 24, 2026 | Western Alliance profile → | Business Wire via FT Markets ↗ |
| 9 | First Horizon | 1 | AI-built detection rules for treasury-management payments: Rules are coded in a day or two when a new fraud scheme appears | In production | Jul 22, 2026 | First Horizon profile → | Investing.com ↗ · Investing.com ↗ |
| 10 | 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 ↗ |
| 11 | Pinnacle | 1 | AI-enabled fraud awareness for treasury clients: Guidance that fraudsters use AI too, with human review kept in payment workflows | In production | Jun 1, 2026 | Pinnacle profile → | Pinnacle Financial Partners ↗ |
| 12 | City National Florida | 1 | ePartner treasury platform: ACH, wires, reporting and user roles and permissions in one commercial platform | In production | May 19, 2026 | City National Florida profile → | City National Bank of Florida ↗ |
| 13 | First Interstate | 1 | Prolific Banking On-Ramp treasury onboarding: Automated enrollment of cash-management customers, reducing manual work and redundant implementation tasks | In production | May 19, 2026 | First Interstate profile → | Prolific Banking (Business Wire) ↗ |
| 14 | WesBanco | 1 | Digital banking investment (WesBanco One, treasury management): Digital banking offerings being enhanced | In production | Mar 2, 2026 | WesBanco profile → | WesBanco ↗ · WesBanco ↗ |
| 15 | Bank OZK | 1 | Proprietary applications plus third-party service providers: The 10-K says a mix of proprietary applications and third-party providers supports lending, deposit operations… | In production | Feb 25, 2026 | Bank OZK profile → | Bank OZK ↗ |
| 16 | Truist | 1 | Integrated receivables: AI cash application for commercial and corporate clients | In production | Feb 3, 2026 | Truist profile → | Truist ↗ |
| 17 | Enterprise Bank & Trust | 1 | AI-fraud awareness for business clients: October 2025 guidance on voice and face cloning, AI-written phishing and fake IDs | In production | Dec 17, 2025 | Enterprise Bank & Trust profile → | Enterprise Bank & Trust ↗ · Enterprise Bank & Trust ↗ |
| 18 | WaFd Bank | 1 | Defence against AI-enabled attacks and deepfakes: The 10-K names AI-enabled cyber-attacks and deepfake identity fabrication as major concerns | In production | Nov 18, 2025 | WaFd Bank profile → | WaFd, Inc. (SEC filings) ↗ · Investing.com (earnings call transcript) ↗ |
| 19 | Huntington | 1 | Treasury connectivity automation: Intelligent automation across 500-plus interfaces for business clients | In production | Oct 23, 2025 | Huntington profile → | Huntington ↗ |
| 20 | Commerce | 1 | AI-driven payables and receivables automation for clients: Collections and cash application modules (AlloSource on the Esker platform | In production | Aug 19, 2025 | Commerce profile → | Commerce Bank ↗ · Commerce Bank ↗ |
| 21 | KeyBank | 1 | KeyTotal AR predictive receivables matching: Machine learning for invoice-to-cash for middle-market clients, with Versapay | In production | Jul 7, 2025 | KeyBank profile → | KeyCorp ↗ |
| 22 | Renasant | 1 | NCR Atleos Activate Enterprise (ATM/ITM software): Single platform managing the self-service fleet | In production | Feb 24, 2025 | Renasant profile → | NCR Atleos (Business Wire) ↗ |
| 23 | Société Générale | 1 | Intraday Liquidity Steering: A machine-learning model forecasts euro account balances in real time at 30-minute, 1-hour and 2-hour horizons so… | In production | Feb 1, 2025 | Société Générale profile → | Societe Generale ↗ |
| 24 | BofA | 1 | AskGPS Intelligence Hub and Payments Insights: CashPro's Payments Insights analyses payment efficiency, cross-border flows and working-capital performance for… | Rolling out | Sep 28, 2026 | BofA profile → | PYMNTS ↗ |
| 25 | BOK Financial | 1 | AI in BOK's own fraud defences (CISO statement): Paul Tucker said in July 2025 that BOK is implementing AI in its systems to protect them while attackers use the same… | Rolling out | Aug 11, 2026 | BOK Financial profile → | BOK Financial ↗ · BOK Financial ↗ |
| 26 | Community Bank N.A. | 1 | AI, generative chat and robotic process automation: Listed in the February 2026 investor presentation as 2025 technology investments, with fraud prevention technology, a… | Rolling out | Jul 28, 2026 | Community Bank N.A. profile → | Community Financial System (SEC filings) ↗ · Yahoo Finance ↗ |
| 27 | Associated | 1 | Commercial workflow automation: Portfolio management, treasury and payments first | Rolling out | Jun 30, 2026 | Associated profile → | Associated Banc-Corp ↗ |
| 28 | Zions | 1 | AI in credit examination and treasury-management operations: Simmons names both as areas with AI projects expected to have a major impact over three to four years | Rolling out | Apr 21, 2026 | Zions profile → | Investing.com (conference transcript) ↗ · Yahoo Finance ↗ |
| 29 | EverBank | 1 | API-first vendor stack for digital banking: FIS Digital One for consumer online banking and online and branch account opening (go-live planned summer 2024)… | Rolling out | Jul 16, 2024 | EverBank profile → | Bank Automation News ↗ · Bank Automation News ↗ |
| 30 | BMO Financial Group | 1 | Codat next-product recommendations for business clients: Machine learning on payments and payables data from more than 20 accounting and ERP systems, shared with treasury and… | Pilot | May 4, 2026 | BMO Financial Group profile → | American Banker ↗ |
| 31 | Atlantic Union | 1 | Large language models for teammate productivity: LLM capabilities 'like Chat GPT or Copilot', teammate productivity and customer experience first | Announced | Dec 10, 2025 | Atlantic Union profile → | Atlantic Union Bankshares (SEC filings) ↗ |
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 treasury|cash management|liquidity|cash[- ]flow forecast|receivables|payables (excluding Treasury (Department|Secretary|yields?|bonds?|bills?)|US Treasury|U\.S\. Treasury|Treasury market). Score = matching use cases. Order: matching use cases, then those in production, then the strongest stage, then the newest source.
Counts: 31 of 141 profiled banks qualify; 46 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?
Regions Financial leads with 2 use cases: RegionsClientIQ and its generative-AI copilot: A machine-learning data product that prioritises client opportunities and flags early credit and attrition risk for…. U.S. Bank is second with 2.
How many large banks describe AI use cases for treasury and cash?
31 of the 141 profiled banks (120 US, 21 non-US groups). Among those listed, 27 are US banks and 4 non-US groups.
What counts, and what does not?
Use cases whose name or detail matches treasury|cash management|liquidity|cash[- ]flow forecast|receivables|payables (excluding Treasury (Department|Secretary|yields?|bonds?|bills?)|US Treasury|U\.S\. Treasury|Treasury market). 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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