# Which large banks lead in strategy and technology vision?

Source: https://www.bankingnewsai.com/banks/leaders/strategy-and-technology-vision
Last updated: Oct 23, 2026


Edition: computed from the bank pages as of Oct 21, 2026, methodology at https://www.bankingnewsai.com/banks/ai-index/methodology.

Data as of Oct 21, 2026 · 140 banks profiled · 140 with evidence · 88 sources cited.

By the strength of the stated strategy record, the large banks leading in strategy and technology vision are DBS, MUFG, Regions, CIBC and Wells Fargo: DBS (Technology spending: About 10% of revenue and roughly flat; AI token cost per use falling; 9 dated strategy events; platform ADA, DBS-GPT and the agent control plane); MUFG (Total AI investment during the current medium-term plan: expected to exceed ¥70 billion; 6 dated strategy events; platform Hello AI@MUFG, ChatGPT Enterprise, Jinba and AI credit experts); Regions (Technology spend as share of revenue: 10–12%; 5 dated strategy events; platform AI-driven banker platforms on a modernised stack); CIBC (US technology spend managed by the US CIO / US technology workforce: $250 million / 500 people; 5 dated strategy events; platform CAI, the CIBC AI platform, plus Smart Library and the Agents Marketplace); Wells Fargo (Technology budget and team: > $10 billion a year; 30,000 technologists; 5 dated strategy events; platform Fargo and the Google Cloud agent stack). The ranking puts banks with a stated technology budget first: 32 of the 140 profiled banks state a technology budget or investment figure, 121 have a dated strategy, investor-day, annual-letter, roadmap or transformation event on their page, and 100 name a platform. A stated vision is a disclosure, not a result.

## Which banks have the strongest stated technology strategy on the record?

The 30 highest of the 140 banks with an executive statement, a stated technology figure or a dated strategy event on their page. Columns: the latest dated statement on strategy, investment, platforms, transformation or priorities by the CEO, chair, president or a chief technology, information, digital, data, AI or operating officer (other quotes are not used); the stated technology budget or investment figure; the latest strategy event (investor day, annual letter, roadmap, multi-year or transformation programme); and the named platform with the counts behind the score.

| # | Bank | AI index score | Latest executive statement on strategy | Stated technology figure | Latest strategy event | Platform · evidence | Status | Date | Sources |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | [DBS](https://www.bankingnewsai.com/banks/dbs) | n/a | Nimish Panchmatia, Chief Data and Transformation Officer (Oct 29, 2025): “True AI autonomy doesn't mean the absence of control; it means applying better, more strategic control.” | Technology spending: About 10% of revenue and roughly flat; AI token cost per use falling (Aug 7, 2026) | Tan at DBS Asia Future Forward: 'AI lipstick' and SGD 25 billion of AI financing (Oct 12, 2026) | ADA, DBS-GPT and the agent control plane · 9 strategy events · 1 strategy statement | Budget stated | Oct 12, 2026 | [DBS Group Holdings](https://dbs.com/artificial-intelligence-machine-learning/artificial-intelligence/agentic-ai-is-here-are-we-ready-to-govern-it.html); [Bloomberg via Yahoo Finance](https://finance.yahoo.com/news/dbs-ceo-sees-ai-costs-192201357.html); [The Straits Times](https://straitstimes.com/business/companies-markets/human-judgment-and-intentional-outcomes-are-vital-in-ai-use-dbs-tiktok-ceos-say) |
| 2 | [MUFG](https://www.bankingnewsai.com/banks/mufg) | n/a | Alla Whitston, Chief Information Officer, MUFG Americas (Jun 9, 2026): “His leadership across data, analytics, and technology will strengthen our ability to advance AI and data as strategic enterprise capabilities.” | Total AI investment during the current medium-term plan: expected to exceed ¥70 billion (May 19, 2026) | AWS: AI Flowchart cuts branch-procedure standardisation work (Oct 8, 2026) | Hello AI@MUFG, ChatGPT Enterprise, Jinba and AI credit experts · 6 strategy events · 1 strategy statement | Budget stated | Oct 8, 2026 | [MUFG Americas](https://mufgamericas.com/who-we-are/news/mufg-appoints-prasad-uddaraju-first-chief-data-artificial-intelligence-officer); [Yahoo Finance](https://finance.yahoo.com/quote/MUFG/earnings/MUFG-Q4-2026-earnings_call-536590.html); [Amazon Web Services (AWS Database Blog)](https://aws.amazon.com/blogs/database/how-mufg-bank-aims-to-cut-flowchart-work-by-up-to-90-with-ontology-grounded-ai-on-amazon-neptune-and-amazon-bedrock) |
| 3 | [Regions](https://www.bankingnewsai.com/banks/regions) | 83.4 | Paul Weiss, Chief Transformation Officer (Sep 16, 2026): “The time for core modernization is now. AI will help you get there faster and at a much lower cost than it has been in the past.” | Technology spend as share of revenue: 10–12% (Jan 16, 2026) | Core deposits planned for 2027 (Oct 6, 2026) | AI-driven banker platforms on a modernised stack · 5 strategy events · 3 strategy statements | Budget stated | Oct 6, 2026 | [Temenos](https://temenos.com/success-story/regions-bank); [PYMNTS](https://pymnts.com/earnings/2026/regions-says-ai-lifts-productivity-20percent-loan-growth-cools); [ABA Banking Journal](https://bankingjournal.aba.com/2026/10/progressive-modernization-for-cores) |
| 4 | [CIBC](https://www.bankingnewsai.com/banks/cibc-us) | 76.5 | Harry Culham, President and CEO, CIBC (Aug 27, 2026): “First, we introduced CIBC AI 2.0, the first enterprise-wide agentic AI workspace in Canadian banking. This enables team members to delegate complex…” | US technology spend managed by the US CIO / US technology workforce: $250 million / 500 people (Oct 1, 2026) | Investor presentation: 4,000+ developers at 20% productivity; Investor Day set for 9 December (Aug 27, 2026) | CAI, the CIBC AI platform, plus Smart Library and the Agents Marketplace · 5 strategy events · 2 strategy statements | Budget stated | Oct 1, 2026 | [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/cibc-cm-q3-2026-earnings-002829412.html); [American Banker](https://americanbanker.com/news/2026-the-most-powerful-women-in-banking-women-to-watch-25-brittany-scott-cibc-u-s); [CIBC](https://www.cibc.com/content/dam/cibc-public-assets/about-cibc/investor-relations/pdfs/quarterly-results/2026/q326strategyinvestorpresentation-en.pdf) |
| 5 | [Wells Fargo](https://www.bankingnewsai.com/banks/wells-fargo) | 90.3 | Charlie Scharf, CEO (Oct 13, 2026): “This is the first of several capabilities planned as part of our broader AI strategy in Wealth and Investment Management.” | Technology budget and team: > $10 billion a year; 30,000 technologists (Oct 1, 2026) | Q3 2026 call: AI agents in code, marketing, cyber, underwriting (Oct 13, 2026) | Fargo and the Google Cloud agent stack · 5 strategy events · 1 strategy statement | Budget stated | Oct 13, 2026 | [PYMNTS](https://pymnts.com/earnings/2026/wells-fargo-enhances-banking-capabilities-using-ai-and-digital-assets); [American Banker](https://americanbanker.com/news/2026-the-most-powerful-women-in-banking-11-bridget-engle-wells-fargo); [Wells Fargo](https://www.wellsfargo.com/assets/pdf/about/investor-relations/earnings/third-quarter-2026-earnings.pdf) |
| 6 | [Huntington](https://www.bankingnewsai.com/banks/huntington) | 83.8 | no strategy statement quoted | Technology investment vs total expense growth (five years): 25% vs 5% compound annual growth (Sep 11, 2025) | 400 million documents redacted with AWS machine learning (Jun 24, 2026) | Agentic process transformation, run from finance · 5 strategy events · 0 strategy statements | Budget stated | Jun 24, 2026 | [American Banker](https://www.americanbanker.com/news/huntington-banks-plan-to-obtain-a-return-on-generative-ai); [AWS Machine Learning Blog](https://aws.amazon.com/blogs/machine-learning/huntington-bank-redacting-sensitive-data-from-400m-documents-with-aws/); [Fortune](https://fortune.com/2026/04/24/huntington-bancshares-cfo-ai-strategist/) |
| 7 | [Western Alliance](https://www.bankingnewsai.com/banks/western-alliance) | 71.8 | no strategy statement quoted | Technology spend growth over five years / senior engineering talent: about +90% / +70% (May 12, 2026) | Investor day: technology estate and innovation-banking book (May 12, 2026) | Triangle of Fraud Protection and the enterprise AI programme · 5 strategy events · 0 strategy statements | Budget stated | May 12, 2026 | [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm); [American Banker](https://americanbanker.com/news/how-truist-and-western-alliance-deploy-ai-to-fight-fraud); [Western Alliance Bank](https://westernalliancebancorporation.com/sites/default/files/2025-04/2025-digital-payments-research-report.pdf) |
| 8 | [Valley](https://www.bankingnewsai.com/banks/valley) | 76.6 | Ira Robbins, Chairman, President and CEO (Sep 28, 2026): “The acquisition of Bluevine directly advances the strategic priorities we have previously communicated to our shareholders. It is expected to…” | AI savings vs new AI spend, year to date: ≈ $15 million run-rate savings vs $3–4 million new AI-associated expense (Jul 23, 2026) | Bluevine acquired for $340 million to accelerate the AI roadmap (Sep 28, 2026) | Cloud-first infrastructure, Valley's AI Assistant and tiered access · 4 strategy events · 5 strategy statements | Budget stated | Sep 28, 2026 | [Valley National Bancorp (SEC filings, Form 8-K Exhibit 99.1)](https://www.sec.gov/Archives/edgar/data/714310/000119312526403391/d31493dex991.htm); [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/valley-national-bancorp-vly-q2-014436578.html); [Valley National Bancorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/714310/000119312526403391/d31493dex992.htm) |
| 9 | [Raymond James](https://www.bankingnewsai.com/banks/raymond-james) | 84.4 | Andy Zolper, Chief Information Officer (Sep 21, 2026): “Years of investment in our data and analytics capabilities have created a strong foundation for AI. Working with AWS allows us to accelerate that…” | Annual technology spend: More than $1.1 billion (Apr 22, 2026) | Investor day: 'AI Scaling and Automation' on the roadmap (May 27, 2026) | Rai, AI Search and the advisor desktop · 4 strategy events · 4 strategy statements | Budget stated | Sep 21, 2026 | [Raymond James](https://www.raymondjames.com/advisor-opportunities/press-releases/2026/09/21/raymond-james-strengthens-data-and-analytics-capabilities-to-advance-ai-powered-advisor-insights); [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/raymond-james-rjf-q2-2026-234354155.html); [Raymond James Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720005/000072000526000060/rjf2026analystinvestorda.htm) |
| 10 | [OCBC](https://www.bankingnewsai.com/banks/ocbc) | n/a | Tan Teck Long, Group Chief Executive Officer (Jul 1, 2026): “The energy we spend on trying to quantify the benefits of AI is probably equal to what we can do here (in executing projects),” | Annual technology spend, planned: More than S$1 billion a year over the next three years (Jul 29, 2026) | 2025 annual report: Next Frontier strategy and agentic source-of-wealth tool (Mar 10, 2026) | OCBC GPT, HELIOS and OCBC WoW · 4 strategy events · 3 strategy statements | Budget stated | Jul 29, 2026 | [Computer Weekly](https://computerweekly.com/news/366645069/OCBC-rolls-out-AI-avatars-for-wealth-management); [Oversea-Chinese Banking Corporation](https://ocbc.com/group/media/release/2026/ocbc-harnesses-agentic-ai-to-quicken-onboarding-customers); [The Business Times](https://businesstimes.com.sg/companies-markets/ocbc-rolls-out-ai-native-banking-hire-600-relationship-managers-wealth-push?ai-allowed=1) |
| 11 | [Scotiabank](https://www.bankingnewsai.com/banks/scotiabank) | n/a | Scott Thomson, President and Chief Executive Officer (Sep 9, 2026): “AI is a big opportunity for us, a transformational opportunity, both from an effectiveness and an efficiency perspective.” | Technology spend, Q3 2026: C$1.5 billion, up 16% year over year (Jul 31, 2026) | CIO Tim Clark on using AI to modernise legacy technology (Jul 24, 2026) | Scotia Intelligence and Scotia Navigator · 4 strategy events · 3 strategy statements | Budget stated | Sep 9, 2026 | [Investing.com](https://investing.com/news/transcripts/scotiabank-at-annual-financials-summit-early-roe-goal-met-93CH-4894010); [Motley Fool via Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/scotiabank-bns-q3-2026-earnings-131521404.html); [Deloitte Executive Perspectives in The Wall Street Journal](https://deloitte.wsj.com/cfo/scotiabank-cio-on-ai-technology-leaders-are-guardians-of-the-future-09782b94) |
| 12 | [PNC](https://www.bankingnewsai.com/banks/pnc) | 68.2 | Mark Wiedman, President (Sep 14, 2026): “Making sure agents are doing what they're supposed to do and not doing something else is a top priority for us.” | Annual technology spend: ≈ $3.5 billion, rising ≈ 10% in 2026 (Jan 16, 2026) | Head of ATM Banking hired with an AI mandate (Sep 25, 2026) | PNC AI factory · 4 strategy events · 2 strategy statements | Budget stated | Sep 25, 2026 | [American Banker](https://www.americanbanker.com/news/bofa-and-pnc-respond-to-rising-ai-fears); [Banking Dive](https://www.bankingdive.com/news/pnc-new-mobile-banking-app-personalization-agentic-ai/824713/); [Columbus Business First (bizjournals.com)](https://www.bizjournals.com/columbus/potmsearch/detail/submission/6578669/Mark_Williamson) |
| 13 | [NatWest](https://www.bankingnewsai.com/banks/natwest) | n/a | Scott Marcar, Group Chief Information Officer (Feb 17, 2026): “If 2025 was about building and deploying leading AI capabilities, 2026 is the year that the building blocks of truly transformative AI become a…” | Investment in technology, data and AI transformation: £1.2 billion in 2025 (Dec 31, 2025) | H1 call: CEO names AI among growth areas; headcount rises only through Evelyn (Jul 31, 2026) | Cora and the internal GenAI stack · 4 strategy events · 2 strategy statements | Budget stated | Jul 31, 2026 | [Finextra](https://finextra.com/newsarticle/47312/natwest-boasts-of-ai-benefits); [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-natwest-group-lifts-2026-outlook-after-strong-h1-2026-93CH-4827204); [NatWest Group plc](https://investors.natwestgroup.com/~/media/Files/R/RBS-IR-V2/results-center/31072026/nwg-h1-2026-results.pdf) |
| 14 | [RBC](https://www.bankingnewsai.com/banks/rbc) | n/a | Alexandra Mousavizadeh, Co-founder and CEO, Evident Insights (Oct 6, 2026): “absolutely relentless and super aggressive on their line of business rollout and their platform build and their infrastructure” | Annual technology spend (McKay at Davos): About C$6 billion, of which about C$2 billion for modernisation and AI (over C$5 billion at the March 2025 Investor Day) (Jan 20, 2026) | Capital Markets AI team: over 20 people, $19.8 million budget (Jun 1, 2026) | Lumina, ATOM and RBC Assist · 4 strategy events · 2 strategy statements | Budget stated | Oct 6, 2026 | [American Banker](https://americanbanker.com/news/jpmorganchase-still-tops-ai-ranking-as-big-bank-lead-widens); [PYMNTS](https://www.pymnts.com/news/banking/2026/davos-signals-a-disciplined-era-for-ai-in-banking-and-fintech/); [The Globe and Mail](https://theglobeandmail.com/business/article-promise-of-ai-canada-biggest-banks-rbc-td-cibc-revenue) |
| 15 | [BofA](https://www.bankingnewsai.com/banks/bank-of-america) | 97.3 | no strategy statement quoted | Technology spend (latest): $14 billion a year, > $4.1 billion of it for new initiatives including AI (Oct 19, 2026) | New heads of digital assets and AI transformation (Jul 17, 2026) | Erica (and EricaAssist) · 4 strategy events · 0 strategy statements | Budget stated | Oct 19, 2026 | [Bank of America Newsroom](https://newsroom.bankofamerica.com/content/newsroom/company-overview/bank-of-america-fast-facts.html); [Bloomberg](https://www.bloomberg.com/news/articles/2026-07-17/bofa-promotes-leaders-to-drive-adoption-of-crypto-ai-technology); [Bank of America Newsroom](https://newsroom.bankofamerica.com/content/newsroom/press-releases/2025/08/a-decade-of-ai-innovation--bofa-s-virtual-assistant-erica-surpas.html) |
| 16 | [M&T](https://www.bankingnewsai.com/banks/mt-bank) | 75.3 | no strategy statement quoted | Technology spending: > $1.2 billion in 2025 (nearly 3x 2017) (Dec 31, 2025) | Copilots to 15,000-plus employees; agentic AI examined for cyber and fraud (Sep 2, 2026) | Microsoft Copilot on a data-lineage foundation · 4 strategy events · 0 strategy statements | Budget stated | Sep 2, 2026 | [AI News](https://www.artificialintelligence-news.com/news/mt-bank-enterprise-ai-15000-employees/); [Fast Company](https://www.fastcompany.com/91596458/michael-wisler-m-t-bank-pacesetters-2026); [American Banker](https://www.americanbanker.com/news/how-m-t-bank-ensures-data-quality-as-it-implements-gen-ai) |
| 17 | [TD Bank Group](https://www.bankingnewsai.com/banks/td-bank-group) | n/a | Raymond Chun, Group President and CEO (Sep 9, 2026): “What I am seeing with agentic AI capabilities is something that I have not seen with automation, I have not seen in digital” | Share of technology budget for innovation and development: 34%, to rise to 45% over three years (Apr 18, 2026) | Q4 2025 call: about 75 AI use cases and C$170 million of value; C$200 million targeted for 2026 (Dec 4, 2025) | Layer 6, TD AI Prism and the agentic RESL model · 3 strategy events · 4 strategy statements | Budget stated | Sep 9, 2026 | [Financial Post via Yahoo Finance](https://finance.yahoo.com/news/banks-ai-allowing-them-recover-210106543.html); [The Globe and Mail](https://theglobeandmail.com/business/article-promise-of-ai-canada-biggest-banks-rbc-td-cibc-revenue); [TD Bank Group](https://td.com/content/dam/tdcom/canada/about-td/pdf/quarterly-results/2025/q4/2025-q4-td-transcript.pdf) |
| 18 | [Synchrony](https://www.bankingnewsai.com/banks/synchrony) | 68.7 | Florin Arghirescu, EVP and Chief Technology Officer (Aug 13, 2026): “Over the past several years, Synchrony has been thoughtfully rolling out new AI capabilities across the organization and preparing for the next…” | Digital technology investment since IPO: More than $5 billion (Oct 22, 2025) | Strategy chief on 'healthy paranoia' about agentic commerce (Aug 27, 2026) | Synchrony GPT and the ChatGPT Enterprise rollout · 3 strategy events · 3 strategy statements | Budget stated | Aug 27, 2026 | [Synchrony](https://synchrony.com/contenthub/newsroom/synchrony-elevates-ai-strategy.html); [Synchrony](https://synchrony.com/contenthub/insights/linkedin-post-by-carol-juel.html); [PYMNTS](https://pymnts.com/news/artificial-intelligence/2026/synchrony-says-ai-has-put-every-checkout-in-play) |
| 19 | [BNY](https://www.bankingnewsai.com/banks/bny-mellon) | 89.6 | Sarthak Pattanaik, Chief Data and AI Officer (Dec 12, 2025): “We're not building side projects. We're changing how the bank works.” | Technology spend: ≈ $3.8 billion (2025), ≈ 19% of revenue (Feb 9, 2026) | CFO: ~$4 billion annual engineering spend funds Eliza; expense outlook raised partly on AI (Sep 19, 2026) | Eliza · 3 strategy events · 1 strategy statement | Budget stated | Sep 19, 2026 | [OpenAI](https://openai.com/index/bny/); [CNBC](https://www.cnbc.com/2026/02/09/digital-employees-ai-bootcamps-americas-oldest-bank-spends-billions-on-tech.html); [Yahoo Finance](https://finance.yahoo.com/technology/ai/articles/bny-sees-cross-selling-ai-210204657.html) |
| 20 | [JPMorgan](https://www.bankingnewsai.com/banks/jpmorgan-chase) | 89.8 | no strategy statement quoted | Technology budget: ≈ $20 billion (2026); $18 billion (2025) (Jun 9, 2026) | Evident AI Index: first for the fourth consecutive year (Oct 6, 2026) | LLM Suite · 3 strategy events · 0 strategy statements | Budget stated | Oct 6, 2026 | [CNBC](https://www.cnbc.com/2026/06/09/jpmorgan-chase-ai-agents.html); [McKinsey](https://www.mckinsey.com/industries/financial-services/our-insights/jpmorgan-chases-derek-waldron-on-building-an-ai-first-bank-culture); [American Banker](https://www.americanbanker.com/news/jpmorganchase-still-tops-ai-ranking-as-big-bank-lead-widens) |
| 21 | [Old National](https://www.bankingnewsai.com/banks/old-national) | 66.0 | Matt Keen, Chief Information Officer (May 19, 2026): “You have to ask the right questions in your third-party risk management process, because you're still accountable for what's happening inside vendor…” | Technology expense, first six months 2026 vs 2025: $58.7 million vs $53.5 million (Jun 30, 2026) | Bremer's CIO becomes Old National's CIO (Jul 1, 2025) | Vendor-delivered automation on an acquisition-built bank · 2 strategy events · 3 strategy statements | Budget stated | Jun 30, 2026 | [Old National Bank](https://www.oldnational.com/resources/insights/how-cfos-can-drive-real-returns-from-ai-investments); [Old National Bancorp](https://ir.oldnational.com/news/press-releases/press-release-details/2026/Old-National-Bancorp-Reports-Record-Second-Quarter-2026-Results-Announces-Enhanced-Executive-Leadership-Structure); [Old National Bancorp (GlobeNewswire via Yahoo Finance)](https://finance.yahoo.com/news/old-national-names-matt-keen-171600871.html) |
| 22 | [Ally](https://www.bankingnewsai.com/banks/ally) | 81.1 | Michael Rhodes, Chief Executive Officer (Jul 13, 2026): “We were drawn to Mark's deep roots in financial services and an extraordinary ability to develop talent that will create the future of AI-driven…” | 2026 expense guidance (with AI investment): ≈ +1% year on year (Jan 21, 2026) | CRO: AI should be 'an accelerant', not just something to control (Oct 1, 2026) | Ally.ai and the Personas · 2 strategy events · 1 strategy statement | Budget stated | Oct 1, 2026 | [Ally Financial](https://media.ally.com/2026-07-13-Ally-Financial-Names-Mark-Mathewson-Chief-Information-and-Data-Officer); [MarketBeat (Yahoo Finance)](https://finance.yahoo.com/news/ally-financial-q4-earnings-call-162727335.html); [American Banker](https://www.americanbanker.com/news/2026-the-most-powerful-women-in-banking-women-to-watch-9-stephanie-richard-ally-financial) |
| 23 | [KeyBank](https://www.bankingnewsai.com/banks/keybank) | 79.6 | Clark Khayat, CFO and head of technology and operations (Apr 16, 2026): “I would say where we—and I think others—are seeing benefits is in efficiency and capacity, but it is really showing up more in avoidance of future…” | Planned 2026 technology budget: ≈ $1 billion, up ≈ $200 million from 2024 (Sep 25, 2026) | Khayat titled CFO and Head of Technology (Aug 31, 2026) | Conversational AI in the contact centre and 'cognitive banking' in the app · 2 strategy events · 1 strategy statement | Budget stated | Sep 25, 2026 | [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/keycorp-key-q1-2026-earnings-155013854.html); [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026063618/investormeetings-europes.htm); [KeyCorp (PR Newswire via Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/keycorp-appoints-chris-doll-chief-172400569.html) |
| 24 | [Deutsche Bank (U.S.)](https://www.bankingnewsai.com/banks/deutsche-bank-us) | 77.4 | Christian Sewing, Chief Executive Officer (Jul 29, 2026): “what I have seen in our own application of AI, the productivity gains also Raja was talking about, that gives me all the confidence that with the…” | Investment Bank technology spend 2025 to 2028 / engineers AI-enabled (2028 indicator): More than €1.0 billion / 100% (Nov 17, 2025) | AI and DLT convergence white paper (Sep 1, 2025) | Group AI programme (2025–2028 targets) and the Corporate Bank credit process · 2 strategy events · 1 strategy statement | Budget stated | Jul 29, 2026 | [Deutsche Bank](https://investor-relations.db.com/files/documents/quarterly-results/2026/Q2-2026-Analyst-Call-Transcript-For-Upload.pdf); [Deutsche Bank](https://investor-relations.db.com/files/documents/other-presentations-and-events/2025/IDD-2025-Presentation-Investment-Bank-Fabrizio-Campelli.pdf); [Deutsche Bank Corporate Bank](https://corporates.db.com/more/latest-news/deutsche-bank-and-clifford-chance-co-author-whitepaper-on-ai-and-dlt-convergence) |
| 25 | [Deutsche Bank](https://www.bankingnewsai.com/banks/deutsche-bank) | n/a | Christian Sewing, Chief Executive Officer (Jul 29, 2026): “what I have seen in our own application of AI, the productivity gains also Raja was talking about, that gives me all the confidence that with the…” | Private Bank AI-enabled operating model, run-rate savings by 2028 / cumulative technology spend: €300m / about €600m (Nov 17, 2025) | Governance presentation lists AI among Supervisory Board priorities (Apr 27, 2026) | dbLumina and the Technology, Data and Innovation AI platform on Google Cloud · 2 strategy events · 1 strategy statement | Budget stated | Jul 29, 2026 | [Deutsche Bank](https://investor-relations.db.com/files/documents/quarterly-results/2026/Q2-2026-Analyst-Call-Transcript-For-Upload.pdf); [Deutsche Bank](https://investor-relations.db.com/files/documents/other-presentations-and-events/2025/IDD-2025-Presentation-Private-Bank-Claudio-de-Sanctis.pdf); [Deutsche Bank](https://agm.db.com/files/documents/2026/Deutsche-Bank-Corporate-Governance-Presentation.pdf) |
| 26 | [Frost](https://www.bankingnewsai.com/banks/frost) | 49.4 | no strategy statement quoted | Technology spend, second quarter 2024: $35.9 million (+8% year on year) (Jun 30, 2024) | Investor deck names a contact-centre copilot (Aug 17, 2026) | Frost mobile app and Blend digital origination · 2 strategy events · 0 strategy statements | Budget stated | Aug 17, 2026 | [Bank Automation News](https://bankautomationnews.com/allposts/ai/inside-look-frost-banks-ai-and-payments-strategy); [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm); [Banking Dive](https://www.bankingdive.com/news/ai-mobile-banking-apps-digital-customer-experience-frost-bank/738610/) |
| 27 | [U.S. Bank](https://www.bankingnewsai.com/banks/us-bancorp) | 81.2 | Prashant Mehrotra, Chief AI Officer (Sep 2, 2026): “Agentic AI has really changed the game on ROI.” | Finance leaders who say AI investment is creating commercial opportunity: 69% (Sep 29, 2026) | STAT statement analyser built in-house (Jan 1, 2022) | In-house tools from the AI Center of Excellence · 1 strategy event · 2 strategy statements | Budget stated | Sep 29, 2026 | [American Banker](https://www.americanbanker.com/news/benchmarking-ai-adoption-what-u-s-banks-playbook-tells-us); [U.S. Bank (Business Wire)](https://www.businesswire.com/news/home/20260929120677/en/U.S.-Bank-CFO-Survey-Optimism-Climbing-as-Growth-and-Dealmaking-Gain-Momentum); [U.S. Bank](https://www.usbank.com/about-us-bank/news-and-stories/article-library/ai-powered-statement-analyzer-simplifies-payment-services-for-small-businesses.html) |
| 28 | [BankUnited](https://www.bankingnewsai.com/banks/bankunited) | 63.4 | Rajinder Singh, Chairman, President and CEO (Apr 22, 2026): “We have two large technology projects going on, which will impact not just that business, it'll impact the entire bank. We're upgrading our treasury…” | Technology spend, Q4 2023 (as reported by Bank Automation News): $18.6 million, down 16.5% year on year (Dec 31, 2023) | Q4 2025 call: 'AI workflows' among 2026 investments (Jan 21, 2026) | SAVI internal assistant (Claude on Amazon Bedrock) and Talkdesk AI contact centre · 1 strategy event · 2 strategy statements | Budget stated | Apr 22, 2026 | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-bankunited-misses-q1-2026-eps-estimates-93CH-4629756); [Bank Automation News](https://bankautomationnews.com/allposts/ai/bankunited-deploys-chatbot-for-internal-searches); [Yahoo Finance](https://finance.yahoo.com/news/bankunited-bku-q4-2025-earnings-155351688.html) |
| 29 | [Live Oak](https://www.bankingnewsai.com/banks/live-oak) | 53.2 | BJ Losch, President, Live Oak Bancshares (Jul 23, 2026): “AI is an accelerant to our strategy, not the strategy itself.” | Technology expense, Q2 2026: $9.6 million, down 4.5% from $10.1 million in Q2 2025 (Jun 30, 2026) | Q2 2026 call: 640 agents and a Claude Enterprise pilot (Jul 23, 2026) | Casca AI loan origination (Live Oak Express) · 1 strategy event · 2 strategy statements | Budget stated | Jul 23, 2026 | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-live-oak-bancshares-tops-q2-2026-estimates-93CH-4809313); [Live Oak Bancshares (SEC filing)](https://www.sec.gov/Archives/edgar/data/1462120/000146212026000053/lob-20260722exx991.htm); [Live Oak Bancshares (GlobeNewswire)](https://www.globenewswire.com/news-release/2025/08/19/3135818/36594/en/Live-Oak-Ventures-Participates-in-Financing-of-Cascading-AI-Inc.html) |
| 30 | [Commonwealth Bank](https://www.bankingnewsai.com/banks/commonwealth-bank) | n/a | Matt Comyn, Chief Executive Officer (Aug 12, 2026): “We are already seeing value from our AI agenda and expect gross benefits to exceed investment levels next financial year.” | Share of the A$400 million annual productivity benefit linked to AI investments (CFO): about 10% (Aug 12, 2026) | OpenAI strategic partnership (Aug 13, 2025) | AI Factory, Customer Engagement Engine and CommBank Companion · 1 strategy event · 2 strategy statements | Budget stated | Aug 12, 2026 | [Commonwealth Bank of Australia](https://commbank.com.au/content/dam/commbank-assets/investors/2026/CBA-2026-Full-Year-Results-Transcript.pdf); [Commonwealth Bank of Australia](https://www.commbank.com.au/articles/newsroom/2025/08/tech-ai-partnership.html); [Australian Financial Review](https://afr.com/technology/cba-gpt-openai-inks-commonwealth-bank-deal-20250813-p5mmiw) |

## Which banks lead on stated technology strategy within each size tier?

The same ranking within size tiers; the headline is the stated technology figure where there is one, otherwise the latest strategy event.

| Tier | Overall rank | Bank | Headline |
| --- | --- | --- | --- |
| US banks over $500bn | #5 | [Wells Fargo](https://www.bankingnewsai.com/banks/wells-fargo) | Technology budget and team: > $10 billion a year; 30,000 technologists (Oct 1, 2026) |
| US banks over $500bn | #12 | [PNC](https://www.bankingnewsai.com/banks/pnc) | Annual technology spend: ≈ $3.5 billion, rising ≈ 10% in 2026 (Jan 16, 2026) |
| US banks over $500bn | #15 | [BofA](https://www.bankingnewsai.com/banks/bank-of-america) | Technology spend (latest): $14 billion a year, > $4.1 billion of it for new initiatives including AI (Oct 19, 2026) |
| US banks over $500bn | #20 | [JPMorgan](https://www.bankingnewsai.com/banks/jpmorgan-chase) | Technology budget: ≈ $20 billion (2026); $18 billion (2025) (Jun 9, 2026) |
| US banks, $100bn to $500bn | #3 | [Regions](https://www.bankingnewsai.com/banks/regions) | Technology spend as share of revenue: 10–12% (Jan 16, 2026) |
| US banks, $100bn to $500bn | #6 | [Huntington](https://www.bankingnewsai.com/banks/huntington) | Technology investment vs total expense growth (five years): 25% vs 5% compound annual growth (Sep 11, 2025) |
| US banks, $100bn to $500bn | #16 | [M&T](https://www.bankingnewsai.com/banks/mt-bank) | Technology spending: > $1.2 billion in 2025 (nearly 3x 2017) (Dec 31, 2025) |
| US banks, $100bn to $500bn | #18 | [Synchrony](https://www.bankingnewsai.com/banks/synchrony) | Digital technology investment since IPO: More than $5 billion (Oct 22, 2025) |
| US banks under $100bn | #4 | [CIBC](https://www.bankingnewsai.com/banks/cibc-us) | US technology spend managed by the US CIO / US technology workforce: $250 million / 500 people (Oct 1, 2026) |
| US banks under $100bn | #7 | [Western Alliance](https://www.bankingnewsai.com/banks/western-alliance) | Technology spend growth over five years / senior engineering talent: about +90% / +70% (May 12, 2026) |
| US banks under $100bn | #8 | [Valley](https://www.bankingnewsai.com/banks/valley) | AI savings vs new AI spend, year to date: ≈ $15 million run-rate savings vs $3–4 million new AI-associated expense… |
| US banks under $100bn | #9 | [Raymond James](https://www.bankingnewsai.com/banks/raymond-james) | Annual technology spend: More than $1.1 billion (Apr 22, 2026) |
| Non-US banking groups | #1 | [DBS](https://www.bankingnewsai.com/banks/dbs) | Technology spending: About 10% of revenue and roughly flat; AI token cost per use falling (Aug 7, 2026) |
| Non-US banking groups | #2 | [MUFG](https://www.bankingnewsai.com/banks/mufg) | Total AI investment during the current medium-term plan: expected to exceed ¥70 billion (May 19, 2026) |
| Non-US banking groups | #10 | [OCBC](https://www.bankingnewsai.com/banks/ocbc) | Annual technology spend, planned: More than S$1 billion a year over the next three years (Jul 29, 2026) |
| Non-US banking groups | #11 | [Scotiabank](https://www.bankingnewsai.com/banks/scotiabank) | Technology spend, Q3 2026: C$1.5 billion, up 16% year over year (Jul 31, 2026) |

## How is this ranking computed?

Order: banks whose page states a technology budget, technology spend or AI or digital investment figure come first; then the number of dated timeline events matching strategy, vision, investor day, annual letter, roadmap, multi-year, transformation or modernisation; then the number of strategy statements (quotes by the CEO, chair, president or a chief technology, information, digital, data, AI, analytics or operating officer that speak of strategy, vision, investment, budgets, spending, transformation, roadmaps, building, platforms, priorities, modernisation, agentic AI or an AI factory); then the bank's US AI-index score, with non-US groups after US banks on that last key.

Only a statement that matches that strategy test is quoted; where none does, the cell says no strategy statement is quoted rather than using an unrelated remark. Every bank with any executive quote, figure or strategy event is counted.

Every cell quotes the bank's page as written: the statement with its speaker and date, the figure as reported with its as-of date, the event with its date. Nothing is converted or estimated.

## What are the caveats?

This measures how much strategy a bank has put on the record, not whether the strategy is good or working. Banks that hold investor days and publish long shareholder letters score higher than banks that execute quietly.

Technology figures are not comparable: some are total technology budgets including staff, some are 10-K expense lines, some are AI or digital investment only, and non-US groups report in their own currency.

## How does this differ from the AI index?

The AI index scores AI disclosure across eight components; this page ranks only the stated strategy (statements, budgets, strategy events and a named platform) and shows the latest statement and figure beside each bank. The AI index and its method: https://www.bankingnewsai.com/banks/ai-index.

## FAQ

### Which bank has the clearest technology strategy?

DBS Group Holdings has the strongest stated record here: Technology spending: About 10% of revenue and roughly flat; AI token cost per use falling, 9 dated strategy events and a named platform, ADA, DBS-GPT and the agent control plane.

### How many banks state a technology budget?

32 of the 140 profiled banks: DBS, MUFG, Regions, CIBC, Wells Fargo, Huntington, Western Alliance and Valley and others. The rest describe technology without a budget figure.

### What did bank CEOs say about technology most recently?

DBS: Nimish Panchmatia, Chief Data and Transformation Officer (Oct 29, 2025): “True AI autonomy doesn't mean the absence of control; it means applying better, more strategic control.” MUFG: Alla Whitston, Chief Information Officer, MUFG Americas (Jun 9, 2026): “His leadership across data, analytics, and technology will strengthen our ability to advance AI and data as strategic enterprise capabilities.” Regions: Paul Weiss, Chief Transformation Officer (Sep 16, 2026): “The time for core modernization is now. AI will help you get there faster and at a much lower cost than it has been in the past.”

### Which banks held an investor day or published a strategy update with technology in it?

Banks with the most dated strategy events on their pages: State Street (11), DBS (9), BMO Financial Group (7), BMO (7) and Popular (7).

### Does a named platform mean a stronger strategy?

It is shown, not scored: naming a platform commits a bank to a build path in public, and 100 of the 140 banks counted have one. It is not proof of results.

### How is this different from the technology ranking?

The technology ranking orders banks by disclosed spending and scale; this page orders them by the stated strategy record (what leaders say, the budgets they state, the strategy events they hold), so a bank with a long public roadmap can rank above a bigger spender.

## The other rankings

- [AI leaders](https://www.bankingnewsai.com/banks/leaders/ai): BofA, Citi and Amex, by disclosure score, production use cases and named platforms.
- [Technology leaders](https://www.bankingnewsai.com/banks/leaders/technology): JPMorgan, BofA and Citi, by disclosed technology spending, technologists and cloud scale.
- [Proprietary platforms](https://www.bankingnewsai.com/banks/leaders/proprietary-ai-platforms): 100 of 140 banks name one; BofA (Erica (and EricaAssist)), Citi (Citi Stylus Workspaces), Amex (Agentic Commerce Experiences (ACE) and Amex Agent Purchase Protection) lead.
- [Modern technology stack](https://www.bankingnewsai.com/banks/leaders/modern-technology-stack): Arvest, Deutsche Bank and Citizens, by disclosed cloud migration, core modernisation and API numbers.
- [Responsible AI](https://www.bankingnewsai.com/banks/leaders/responsible-ai): Citizens Business Bank, Synchrony and Banner Bank, by named AI councils, risk frameworks and responsible-AI officers.
- [AI adoption in 2026](https://www.bankingnewsai.com/banks/leaders/ai-adoption-2026): Amex, Citi and SoFi, by dated 2026 production rollouts and moves.
- [Research, patents and partnerships](https://www.bankingnewsai.com/banks/leaders/ai-research-patents-partnerships): USAA, TD Bank Group and BofA, by disclosed patents, research deals and model-provider partnerships.
- [Agentic AI](https://www.bankingnewsai.com/banks/leaders/agentic-ai): Amex, Commonwealth Bank and Deutsche Bank (U.S.); 76 of 140 banks have an agent in production.
- [Generative AI with customers](https://www.bankingnewsai.com/banks/leaders/generative-ai-customer-facing): 32 of 140 banks have one in production; BBVA, BNP Paribas and Société Générale lead on stage and scale.
- [Fraud and credit AI](https://www.bankingnewsai.com/banks/leaders/fraud-and-credit-ai): Zions, Citi and Western Alliance; 104 banks run fraud AI and 59 credit AI in production.
- [Data management](https://www.bankingnewsai.com/banks/leaders/data-management): First Horizon, Standard Chartered and State Street, by named data platforms, governance programmes and chief data officers.
- [Cloud adoption](https://www.bankingnewsai.com/banks/leaders/cloud): Citizens, Commonwealth Bank and Capital One; 3 banks say they are all-in on the public cloud or out of their data centres.
- [Technology talent](https://www.bankingnewsai.com/banks/leaders/technology-talent): M&T, Lloyds and UBS Group AG, by disclosed technologist headcount, open AI roles, named leaders and hubs.
- [Auto-lending AI](https://www.bankingnewsai.com/banks/leaders/auto-lending-ai): Capital One, Santander US and Ally; 9 banks disclose auto-finance automation or AI, 6 call it AI.
- [Client experience technology](https://www.bankingnewsai.com/banks/leaders/client-experience-technology): BBVA, Truist and U.S. Bank, by client-facing AI in production, digital-active customers and assistant interactions.
- [Wealth management AI](https://www.bankingnewsai.com/banks/leaders/wealth-management-ai): 69 banks qualify; Raymond James, Schwab and Morgan Stanley lead on stage and depth of wealth and adviser AI.
- [Payments AI](https://www.bankingnewsai.com/banks/leaders/payments-ai): Amex, U.S. Bank and Banco Santander; 96 banks have payments, treasury or merchant AI on the record.
- [Compliance AI](https://www.bankingnewsai.com/banks/leaders/compliance-ai): Deutsche Bank, TD and BNY, by depth of compliance AI, then breadth across AML and KYC, model risk, governance and fair lending.
- [Cybersecurity AI](https://www.bankingnewsai.com/banks/leaders/cybersecurity): Commonwealth Bank, Community Bank N.A. and M&T, by cyber AI in production, dated moves and disclosed cyber budgets.
- [All twenty rankings](https://www.bankingnewsai.com/banks/leaders)

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Part of [BankingNewsAI](https://www.bankingnewsai.com/) — a free daily brief on AI in banking, an AI regulation tracker (43 authorities, 244 documents) and AI-strategy profiles of the 120 largest US banks. Markdown versions of every reference page: append `.md` to the page URL; index at https://www.bankingnewsai.com/llms.txt.