# Texas Capital Bancshares vs peers: AI and technology compared

Source: https://www.bankingnewsai.com/banks/texas-capital/vs-peers
Last updated: Oct 19, 2026

*Part of the [Texas Capital Bancshares AI strategy profile](https://www.bankingnewsai.com/banks/texas-capital). Peer group: Cullen/Frost Bankers, Hilltop Holdings, Western Alliance Bancorporation, Prosperity Bancshares, KeyCorp (KeyBank), Pinnacle Financial Partners, Bank OZK, Stifel Financial (Stifel Bank & Trust).*

## How does Texas Capital Bancshares compare with its peers on AI and technology?

On this site's AI disclosure index Texas Capital scores 49.1 (#60 of 120 US banks), fifth in a nine-bank group drawn from its own proxy peer list, behind KeyBank (80), Western Alliance (71.8) and Pinnacle (65.3), level with Frost (49.3), and ahead of Prosperity (40), Hilltop (30.7), Bank OZK (29.5) and Stifel (6.5). Among the Texas-headquartered banks only Frost is close to it on this index. On the first-quarter 2026 call, on April 23, 2026, it described Ranger, an in-house multi-LLM platform about 80% of employees had used in the prior four weeks, firm-wide agents in production for loan operations and fraud, and 280 agents built by about 64 employees. Its CEO said in October 2025 that 96% of its critical infrastructure runs in the cloud, and on July 13, 2026 it named Mo Jamous chief digital and information officer with AI enablement in his remit. Frost's August 2026 deck reports a contact-centre copilot and 66% of tier-one capabilities modernised; Prosperity's CEO put its annual technology spend at $75 million to $90 million in April 2026 but named no AI program. The peers that score higher disclose outcomes Texas Capital has not: KeyBank puts an AI-handled call at about $0.25 against about $9 for a human (January 2026), and Western Alliance counted 150,000-plus employee hours saved and lending cycle time down 25% at its May 2026 investor day. Texas Capital discloses no AI budget, no customer-facing AI assistant and no dollar or time saving from Ranger. Its independent-coverage score of 6 is seventh of nine; KeyBank scores 25. ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2025/10/23/rob-c-holmes-highlights-texas-capitals-record-growth-bloombergs-close), [Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm), [Earnings call transcript (The Motley Fool)](https://www.fool.com/earnings/call-transcripts/2026/04/29/prosperity-pb-q1-2026-earnings-transcript), [PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000040/tcbi-20260309.htm))

## Where does Texas Capital lead its peers on AI?

- **An in-house LLM platform with measured staff adoption, unlike its Texas rivals.** Texas Capital's Ranger, built by its own technology team on the Big Sky data platform and more than 250 internal APIs, had been used by about 80% of employees in the four weeks before April 23, 2026. Frost names a contact-centre copilot but no firm-wide assistant; Prosperity and Hilltop name no internal AI platform at all. ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm), [Prosperity Bancshares](https://prosperitybankusa.com/wp-content/uploads/2026/07/IP-2Q26-Final_51ca22.pdf), [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-hilltop-holdings-q1-2026-beats-eps-expectations-93CH-4635919))
- **Employee-built agents at a scale no peer has disclosed.** About 64 Texas Capital employees had built 280 agents by April 2026, and more than 170 processes were being mapped for firm-wide agents. Pinnacle reports 13 AI portfolio initiatives and 40 power users (April and July 2026); Western Alliance's CEO named 15 AI use cases in September 2026. ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [The Motley Fool (earnings call transcript)](https://fool.com/earnings/call-transcripts/2026/04/23/pinnacle-pnfp-q1-2026-earnings-transcript), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html), [Investing.com](https://www.investing.com/news/transcripts/western-alliance-at-barclays-conference-shift-to-profits-buybacks-93CH-4904090))
- **A cloud estate ahead of Frost's modernization.** Holmes said in October 2025 that 96% of Texas Capital's critical infrastructure is in the cloud, after four years building its data platform. Frost reported 66% of tier-one capabilities modernised and 40% in the cloud in its August 2026 deck, with a 91% target for 2027. ([Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2025/10/23/rob-c-holmes-highlights-texas-capitals-record-growth-bloombergs-close), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm))
- **Among the most dated AI moves in the group in the last year.** Texas Capital scores 21 on dated moves in the last 12 months, joint second of nine with Pinnacle behind Stifel (22; group median 18), including the Ranger disclosure (April 2026), MAP (May 2026) and the CDIO appointment (July 2026). ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2026/05/18/texas-capital-launches-maptm), [Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer))

## Where does Texas Capital trail its peers on AI?

- **No outcome numbers while KeyBank and Western Alliance publish theirs.** Texas Capital reports adoption (about 80% of staff on Ranger) but no hours, dollars or cycle time saved. KeyBank reports about $0.25 per AI-handled call against about $9 for a human (January 2026); Western Alliance reports 150,000-plus hours saved, $10 million-plus of productivity value and lending cycle time down 25% (May 2026). ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm))
- **No AI or technology budget disclosed.** Texas Capital's CFO said in April 2026 that internal AI work shows up in technology expense but gave no figure. KeyBank guides about $1 billion of technology spend for 2026, Western Alliance about $250 million of technology investment over 2024 to 2026, and Prosperity's CEO $75 million to $90 million a year. ([The Motley Fool](https://fool.com/earnings/call-transcripts/2026/04/23/texas-capital-tcbi-q1-2026-earnings-transcript), [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026063618/investormeetings-europes.htm), [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [Earnings call transcript (The Motley Fool)](https://www.fool.com/earnings/call-transcripts/2026/04/29/prosperity-pb-q1-2026-earnings-transcript))
- **Thin independent coverage of its AI work.** Texas Capital scores 6 on independent sources, seventh of nine; KeyBank scores 25, with trade-press coverage of its UJET contact-centre move (agent call volumes down 15%) and NiCE Actimize fraud and AML platform. Texas Capital's AI record rests mainly on its own calls, proxy and newsroom. ([American Banker](https://americanbanker.com/news/keybank-lowers-costs-by-moving-contact-center-to-the-cloud), [NiCE Actimize (Business Wire)](https://www.businesswire.com/news/home/20250612909609/en/NiCE-Actimize-X-Sight-AI-Enterprise-Platform-Increases-Modernization-of-KeyBanks-Financial-Crime-Operations), [The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000040/tcbi-20260309.htm))
- **No named head of AI, unlike Pinnacle.** Texas Capital places AI enablement inside the CDIO's remit (July 2026) and its risk chief left on September 16, 2026, with the chief credit officer acting. Pinnacle names a head of AI, Kevin Johnson, and almost 20 AI engineers (July 2026). Texas Capital places sixth of nine on named AI leaders. ([Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000063/tcbi-20260916.htm), [American Banker](https://digital-banking.americanbanker.com/profile/kevin-d-johnson), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html))

## Where does Texas Capital rank against its peers on AI disclosure?

Scores from the US AI disclosure index of 120 banks (0–100; 45% of the weight on independent coverage). The index measures what each bank has put on the public record and what outside outlets have reported about its AI, not capability or spending; every count is of entries on that bank's profile, each of which cites its sources.

| Bank | Score | Rank | Independent sources | Own disclosures | Use cases in production | Moves, last 12 months | Named AI platform |
| --- | --- | --- | --- | --- | --- | --- | --- |
| [KeyCorp (KeyBank)](https://www.bankingnewsai.com/banks/keybank) | [80](https://www.bankingnewsai.com/banks/ai-index) | #21 of 120 | [25](https://www.bankingnewsai.com/banks/keybank#sources) | [17](https://www.bankingnewsai.com/banks/keybank#sources) | [10 of 16](https://www.bankingnewsai.com/banks/keybank#where) | [20](https://www.bankingnewsai.com/banks/keybank#timeline) | Conversational AI in the contact centre and 'cognitive banking' in the app ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Banking Dive](https://www.bankingdive.com/news/keybank-digital-banking-regionals-ai-insights-personetics/823541/), [American Banker](https://americanbanker.com/news/how-keybank-is-creating-cognitive-banking-with-ai)) |
| [Western Alliance Bancorporation](https://www.bankingnewsai.com/banks/western-alliance) | [71.8](https://www.bankingnewsai.com/banks/ai-index) | #32 of 120 | [13](https://www.bankingnewsai.com/banks/western-alliance#sources) | [14](https://www.bankingnewsai.com/banks/western-alliance#sources) | [16 of 17](https://www.bankingnewsai.com/banks/western-alliance#where) | [18](https://www.bankingnewsai.com/banks/western-alliance#timeline) | Triangle of Fraud Protection and the enterprise AI programme ([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), [American Banker](https://americanbanker.com/news/innovation-of-the-year-2025-meet-the-honorees), [Business Wire via FT Markets](https://markets.ft.com/data/announce/detail?dockey=600-202607240855BIZWIRE_USPRX____20260724_BW077921-1)) |
| [Pinnacle Financial Partners](https://www.bankingnewsai.com/banks/pinnacle) | [65.3](https://www.bankingnewsai.com/banks/ai-index) | #42 of 120 | [12](https://www.bankingnewsai.com/banks/pinnacle#sources) | [17](https://www.bankingnewsai.com/banks/pinnacle#sources) | [9 of 12](https://www.bankingnewsai.com/banks/pinnacle#where) | [21](https://www.bankingnewsai.com/banks/pinnacle#timeline) | A head of AI inside a banker-led model ([American Banker](https://digital-banking.americanbanker.com/profile/kevin-d-johnson), [American Banker](https://www.americanbanker.com/news/pinnacle-points-to-new-hires-as-proof-that-merger-is-working), [Pinnacle Financial Partners](https://www.pnfp.com/learning-center/business-resource-center/articles/managing-your-business/ai-and-treasury-management-more-opportunity-more-risk/), [The Motley Fool (earnings call transcript)](https://fool.com/earnings/call-transcripts/2026/04/23/pinnacle-pnfp-q1-2026-earnings-transcript), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html)) |
| [Cullen/Frost Bankers](https://www.bankingnewsai.com/banks/frost) | [49.3](https://www.bankingnewsai.com/banks/ai-index) | #58 of 120 | [7](https://www.bankingnewsai.com/banks/frost#sources) | [15](https://www.bankingnewsai.com/banks/frost#sources) | [7 of 9](https://www.bankingnewsai.com/banks/frost#where) | [17](https://www.bankingnewsai.com/banks/frost#timeline) | Frost mobile app and Blend digital origination ([Banking Dive](https://www.bankingdive.com/news/ai-mobile-banking-apps-digital-customer-experience-frost-bank/738610/), [Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608180800BIZWIRE_USPRX____20260818_BW315276-1), [Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608200800BIZWIRE_USPRX____20260820_BW158280-1), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm)) |
| [Texas Capital Bancshares (this page)](https://www.bankingnewsai.com/banks/texas-capital) | [49.1](https://www.bankingnewsai.com/banks/ai-index) | #60 of 120 | [6](https://www.bankingnewsai.com/banks/texas-capital#sources) | [17](https://www.bankingnewsai.com/banks/texas-capital#sources) | [8 of 12](https://www.bankingnewsai.com/banks/texas-capital#where) | [21](https://www.bankingnewsai.com/banks/texas-capital#timeline) | Cloud-native platform, MAP mortgage-asset platform, CDIO-led AI enablement ([Texas Capital](https://texascapitalbank.com/insights/look-ahead-rob-c-holmes-2026), [Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2026/05/18/texas-capital-launches-maptm), [The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html)) |
| [Prosperity Bancshares](https://www.bankingnewsai.com/banks/prosperity) | [40](https://www.bankingnewsai.com/banks/ai-index) | #71 of 120 | [6](https://www.bankingnewsai.com/banks/prosperity#sources) | [15](https://www.bankingnewsai.com/banks/prosperity#sources) | [4 of 8](https://www.bankingnewsai.com/banks/prosperity#where) | [17](https://www.bankingnewsai.com/banks/prosperity#timeline) | Real-time core (converted February 2026) ([Prosperity Bank](https://prosperitybankusa.com/system-upgrade), [Prosperity Bank](https://www.prosperitybankusa.com/wp-content/uploads/2026/02/DNA-Core-Upgrade-4-page-letter.pdf), [Prosperity Bancshares](https://prosperitybankusa.com/wp-content/uploads/2026/06/Earnings-Release_Q1-2026_2.pdf), [Prosperity Bancshares](https://prosperitybankusa.com/wp-content/uploads/2026/07/IP-2Q26-Final_51ca22.pdf), [American Banker](https://www.americanbanker.com/news/prosperity-to-acquire-rival-houston-bank-in-2-billion-deal), [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/prosperity-bancshares-pb-q2-2026-004414452.html)) |
| [Hilltop Holdings](https://www.bankingnewsai.com/banks/hilltop) | [30.7](https://www.bankingnewsai.com/banks/ai-index) | #87 of 120 | [8](https://www.bankingnewsai.com/banks/hilltop#sources) | [9](https://www.bankingnewsai.com/banks/hilltop#sources) | [6 of 9](https://www.bankingnewsai.com/banks/hilltop#where) | [10](https://www.bankingnewsai.com/banks/hilltop#timeline) | Not disclosed |
| [Bank OZK](https://www.bankingnewsai.com/banks/bank-ozk) | [29.5](https://www.bankingnewsai.com/banks/ai-index) | #89 of 120 | [5](https://www.bankingnewsai.com/banks/bank-ozk#sources) | [15](https://www.bankingnewsai.com/banks/bank-ozk#sources) | [4 of 8](https://www.bankingnewsai.com/banks/bank-ozk#where) | [18](https://www.bankingnewsai.com/banks/bank-ozk#timeline) | Not disclosed |
| [Stifel Financial (Stifel Bank & Trust)](https://www.bankingnewsai.com/banks/stifel-bank) | [6.5](https://www.bankingnewsai.com/banks/ai-index) | #104 of 120 | [10](https://www.bankingnewsai.com/banks/stifel-bank#sources) | [18](https://www.bankingnewsai.com/banks/stifel-bank#sources) | [12 of 13](https://www.bankingnewsai.com/banks/stifel-bank#where) | [22](https://www.bankingnewsai.com/banks/stifel-bank#timeline) | Stifel's advisor-first AI stance and fund-banking-driven balance sheet ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html), [Stifel](https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026_Artificial-Intelligence.pdf), [GuruFocus (Yahoo Finance)](https://finance.yahoo.com/news/stifel-financial-corp-sf-q2-210257050.html), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm)) |

## On which parts of the AI record is Texas Capital ahead of or behind its peers?

Each row is one input of the index, counted on the profiles of Texas Capital and the 8 peers that are scored on the same basis. "Place" is Texas Capital's position in the group of 9 (1st = most).

| Component (weight) | Texas Capital | Peer median | Most in the group | Place |
| --- | --- | --- | --- | --- |
| Independent sources (45%) | 6 | 9 | [KeyBank (25)](https://www.bankingnewsai.com/banks/keybank) | 7th of 9 |
| Use cases in production (10%) | 8 | 8 | [Western Alliance (16)](https://www.bankingnewsai.com/banks/western-alliance) | 5th of 9 |
| Own primary disclosures (10%) | 17 | 15 | [Stifel Bank (18)](https://www.bankingnewsai.com/banks/stifel-bank) | 2nd of 9 |
| Dated moves, last 12 months (10%) | 21 | 18 | [Stifel Bank (22)](https://www.bankingnewsai.com/banks/stifel-bank) | 2nd of 9 |
| Disclosed numbers (5%) | 12 | 13.5 | [Frost (16)](https://www.bankingnewsai.com/banks/frost) | 8th of 9 |
| Named AI leaders (5%) | 8 | 10 | [Frost (12)](https://www.bankingnewsai.com/banks/frost) | 6th of 9 |
| Use cases described (5%) | 12 | 10.5 | [Western Alliance (17)](https://www.bankingnewsai.com/banks/western-alliance) | 4th of 9 |

## What has each bank in Texas Capital's peer group disclosed about its AI?

Facts from each bank's profile, cited to the profile's own sources. "Not disclosed" means the bank's public record, as cited on its profile, does not state it.

| Bank | Platform or assistant, as the profile names it | AI leaders named | Headline AI number disclosed | Patents on the record | Open AI roles |
| --- | --- | --- | --- | --- | --- |
| [Texas Capital Bancshares](https://www.bankingnewsai.com/banks/texas-capital) | Cloud-native platform, MAP mortgage-asset platform, CDIO-led AI enablement ([Texas Capital](https://texascapitalbank.com/insights/look-ahead-rob-c-holmes-2026), [Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2026/05/18/texas-capital-launches-maptm), [The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html)) | [8, incl. Rob C. Holmes (President and CEO)](https://www.bankingnewsai.com/banks/texas-capital#people) ([Texas Capital](https://texascapitalbank.com/insights/look-ahead-rob-c-holmes-2026), [American Banker](https://www.americanbanker.com/news/texas-capital-buoyed-by-turnaround-to-pay-first-ever-dividend)) | Employees who used Ranger in the prior four weeks: ≈ 80% (Apr 23, 2026) ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html)) | Not disclosed | Not surveyed |
| [Cullen/Frost Bankers](https://www.bankingnewsai.com/banks/frost) | Frost mobile app and Blend digital origination ([Banking Dive](https://www.bankingdive.com/news/ai-mobile-banking-apps-digital-customer-experience-frost-bank/738610/), [Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608180800BIZWIRE_USPRX____20260818_BW315276-1), [Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608200800BIZWIRE_USPRX____20260820_BW158280-1), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm)) | [12, incl. Phil Green (Chairman and CEO, Cullen/Frost Bankers)](https://www.bankingnewsai.com/banks/frost#people) ([Banking Dive](https://www.bankingdive.com/news/frost-bank-texas-growth-mergers-acquisitions-fifth-third-huntington/811110/)) | Digital account-opening completion rate: 50% → 80% (Aug 18, 2026) ([Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608180800BIZWIRE_USPRX____20260818_BW315276-1)) | 2 patents listed on the profile, e.g. US 2017/0316393 A1 (Linking financial accounts to a subscription service and waiving select fees) ([Google Patents (USPTO)](https://patents.google.com/patent/US20170316393A1/en)) | [2 open AI roles (Oct 1, 2026); most in AI security](https://www.bankingnewsai.com/banks/frost#roles) |
| [Hilltop Holdings](https://www.bankingnewsai.com/banks/hilltop) | Not disclosed | [8, incl. Jeremy B. Ford (Chairman, President and Chief Executive Officer)](https://www.bankingnewsai.com/banks/hilltop#people) ([Hilltop Holdings (SEC filing)](https://www.sec.gov/Archives/edgar/data/1265131/000110465926015264/hth-20251231x10k.htm)) | PrimeLending AI tools ('MoBots'): 15, implemented over two years (Nov 1, 2024) ([HousingWire](https://housingwire.com/winner-profile/2024-tech-trendsetter-kimberly-hartsough)) | Not disclosed | Not surveyed |
| [Western Alliance Bancorporation](https://www.bankingnewsai.com/banks/western-alliance) | Triangle of Fraud Protection and the enterprise AI programme ([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), [American Banker](https://americanbanker.com/news/innovation-of-the-year-2025-meet-the-honorees), [Business Wire via FT Markets](https://markets.ft.com/data/announce/detail?dockey=600-202607240855BIZWIRE_USPRX____20260724_BW077921-1)) | [12, incl. Ken Vecchione (Chairman)](https://www.bankingnewsai.com/banks/western-alliance#people) ([Western Alliance Bancorporation](https://investors.westernalliancebancorporation.com/files/doc_presentations/2026/05/WAL_InvestorDay_2026_Final.pdf), [Business Wire via Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/western-alliance-appoints-ceo-kenneth-130000207.html), [Yahoo Finance](https://finance.yahoo.com/quote/WAL-PA/earnings/WAL-PA-Q2-2026-earnings_call-652989.html)) | Employee hours saved by AI: 150,000+ (estimate based on Microsoft Copilot usage) (May 12, 2026) ([Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm)) | Not disclosed | [5 open AI roles (Sep 24, 2026); most in AI engineering](https://www.bankingnewsai.com/banks/western-alliance#roles) |
| [Prosperity Bancshares](https://www.bankingnewsai.com/banks/prosperity) | Real-time core (converted February 2026) ([Prosperity Bank](https://prosperitybankusa.com/system-upgrade), [Prosperity Bank](https://www.prosperitybankusa.com/wp-content/uploads/2026/02/DNA-Core-Upgrade-4-page-letter.pdf), [Prosperity Bancshares](https://prosperitybankusa.com/wp-content/uploads/2026/06/Earnings-Release_Q1-2026_2.pdf), [Prosperity Bancshares](https://prosperitybankusa.com/wp-content/uploads/2026/07/IP-2Q26-Final_51ca22.pdf), [American Banker](https://www.americanbanker.com/news/prosperity-to-acquire-rival-houston-bank-in-2-billion-deal), [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/prosperity-bancshares-pb-q2-2026-004414452.html)) | [6, incl. David Zalman (Senior Chairman and CEO)](https://www.bankingnewsai.com/banks/prosperity#people) ([American Banker](https://www.americanbanker.com/news/prosperity-to-acquire-rival-houston-bank-in-2-billion-deal), [American Banker](https://www.americanbanker.com/news/prosperity-blames-loan-growth-woes-on-newcomers-pricing)) | Not disclosed | Not disclosed | Not surveyed |
| [KeyCorp (KeyBank)](https://www.bankingnewsai.com/banks/keybank) | Conversational AI in the contact centre and 'cognitive banking' in the app ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Banking Dive](https://www.bankingdive.com/news/keybank-digital-banking-regionals-ai-insights-personetics/823541/), [American Banker](https://americanbanker.com/news/how-keybank-is-creating-cognitive-banking-with-ai)) | [11, incl. Chris Gorman (Chairman and CEO)](https://www.bankingnewsai.com/banks/keybank#people) ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Banking Dive](https://www.bankingdive.com/news/keybank-has-no-interest-in-buying-a-bank-ceo-says/807427/)) | Cost per customer call, AI vs human: ≈ $0.25 vs ≈ $9 (Jan 20, 2026) ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/)) | Not disclosed | [1 open AI roles (Sep 24, 2026); most in AI engineering](https://www.bankingnewsai.com/banks/keybank#roles) |
| [Pinnacle Financial Partners](https://www.bankingnewsai.com/banks/pinnacle) | A head of AI inside a banker-led model ([American Banker](https://digital-banking.americanbanker.com/profile/kevin-d-johnson), [American Banker](https://www.americanbanker.com/news/pinnacle-points-to-new-hires-as-proof-that-merger-is-working), [Pinnacle Financial Partners](https://www.pnfp.com/learning-center/business-resource-center/articles/managing-your-business/ai-and-treasury-management-more-opportunity-more-risk/), [The Motley Fool (earnings call transcript)](https://fool.com/earnings/call-transcripts/2026/04/23/pinnacle-pnfp-q1-2026-earnings-transcript), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html)) | [12, incl. Kevin Blair (President and CEO)](https://www.bankingnewsai.com/banks/pinnacle#people) ([American Banker](https://www.americanbanker.com/news/pinnacle-points-to-new-hires-as-proof-that-merger-is-working), [Reuters](https://www.reuters.com/business/finance/pinnacle-financial-synovus-name-leadership-team-steer-combined-bank-2025-08-21/), [The Motley Fool (earnings call transcript)](https://fool.com/earnings/call-transcripts/2026/04/23/pinnacle-pnfp-q1-2026-earnings-transcript), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html)) | AI engineers employed: almost 20 (Jul 23, 2026) ([Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html)) | Not disclosed | Not surveyed |
| [Bank OZK](https://www.bankingnewsai.com/banks/bank-ozk) | Not disclosed | [9, incl. George Gleason (Chairman and CEO)](https://www.bankingnewsai.com/banks/bank-ozk#people) ([American Banker](https://www.americanbanker.com/news/bank-ozk-says-spike-in-chargeoffs-is-no-cause-for-alarm), [Bank OZK](https://ir.ozk.com/static-files/85bc2c70-5e10-4a19-978d-44b39d79d6fa)) | Full-time-equivalent employees: About 3,280 (3,028 a year earlier) (Dec 31, 2025) ([Bank OZK](https://ir.ozk.com/static-files/e0a9df34-ad64-4d55-9984-9a46e4a2f45f), [Bank OZK](https://ir.ozk.com/static-files/d6a51e6b-58c9-4542-a44a-111ce32e45a3)) | 5 patents listed on the profile, e.g. US 2015/0348186 A1 (Customer acquisition probability and risk-adjusted return-on-equity analysis) ([Google Patents (USPTO)](https://patents.google.com/patent/US20150348186A1/en)) | [0 open AI roles (Sep 24, 2026)](https://www.bankingnewsai.com/banks/bank-ozk#roles) |
| [Stifel Financial (Stifel Bank & Trust)](https://www.bankingnewsai.com/banks/stifel-bank) | Stifel's advisor-first AI stance and fund-banking-driven balance sheet ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html), [Stifel](https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026_Artificial-Intelligence.pdf), [GuruFocus (Yahoo Finance)](https://finance.yahoo.com/news/stifel-financial-corp-sf-q2-210257050.html), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm)) | [6, incl. Ronald J. Kruszewski (Chairman and CEO, Stifel Financial)](https://www.bankingnewsai.com/banks/stifel-bank#people) ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html)) | Share-price fall on AI disruption fears: −6% (Feb 10, 2026) ([Investing.com (Yahoo Finance)](https://uk.finance.yahoo.com/news/schwab-raymond-james-stifel-drop-173410149.html)) | Not disclosed | [2 open AI roles (Sep 24, 2026); most in AI security](https://www.bankingnewsai.com/banks/stifel-bank#roles) |

## What are the latest dated moves on the AI record of Texas Capital and its peers?

The two newest dated entries of each bank since Oct 16, 2025, from the timelines of the profiles (which also log filings, results and deals that bear on the AI record), newest first.

| Date | Bank | Move |
| --- | --- | --- |
| Oct 7, 2026 | [Stifel Bank](https://www.bankingnewsai.com/banks/stifel-bank) | CEO on CNBC: look at companies benefiting from AI, not just those building it ([CNBC](https://cnbc.com/video/2026/10/07/stifel-ceo-ron-kruszewski-we-should-be-looking-at-companies-benefiting-from-ai-not-just-those-building-ai.html)) |
| Oct 7, 2026 | [Hilltop](https://www.bankingnewsai.com/banks/hilltop) | HilltopSecurities survey: 50% of public finance leaders use AI daily or weekly ([Business Wire (Yahoo Finance)](https://finance.yahoo.com/economy/policy/articles/public-finance-leaders-embrace-innovation-120000828.html)) |
| Oct 1, 2026 | [Pinnacle](https://www.bankingnewsai.com/banks/pinnacle) | Chief digital officer: 200,000-plus customers move to a new app in March 2027 ([American Banker](https://americanbanker.com/news/2026-the-most-powerful-women-in-banking-women-to-watch-15-liz-wolverton-pinnacle-financial-partners)) |
| Oct 1, 2026 | [KeyBank](https://www.bankingnewsai.com/banks/keybank) | Gessner ranked No. 3 in American Banker's Most Powerful Women in Banking NEXT ([American Banker](https://americanbanker.com/news/2026-the-most-powerful-women-in-banking-next-3-emily-gessner-keybank)) |
| Sep 16, 2026 | [Western Alliance](https://www.bankingnewsai.com/banks/western-alliance) | Barclays conference: 15 AI use cases, top five for 2027 ([Investing.com](https://www.investing.com/news/transcripts/western-alliance-at-barclays-conference-shift-to-profits-buybacks-93CH-4904090)) |
| Sep 16, 2026 | [Western Alliance](https://www.bankingnewsai.com/banks/western-alliance) | AI team first used to defend against Mythos ([Investing.com](https://www.investing.com/news/transcripts/western-alliance-at-barclays-conference-shift-to-profits-buybacks-93CH-4904090)) |
| Sep 16, 2026 | [Texas Capital](https://www.bankingnewsai.com/banks/texas-capital) | Chief risk officer departs; chief credit officer steps in ([SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000063/tcbi-20260916.htm)) |
| Sep 14, 2026 | [KeyBank](https://www.bankingnewsai.com/banks/keybank) | Barclays conference: Copilot for everyone, operations moved to the businesses ([Investing.com](https://za.investing.com/news/stock-market-news/keycorp-at-barclays-conference-growth-margin-gains-in-focus-93CH-4463954)) |
| Aug 31, 2026 | [Bank OZK](https://www.bankingnewsai.com/banks/bank-ozk) | U.S. Bank hires from Bank OZK for its Sun Belt push ([American Banker](https://www.americanbanker.com/news/u-s-banks-business-banking-expansion-targets-the-sun-belt)) |
| Aug 27, 2026 | [Frost](https://www.bankingnewsai.com/banks/frost) | Blend 'Ecosystem Expander' award ([Business Wire via Yahoo Finance](https://finance.yahoo.com/small-business/articles/blend-honors-seven-customers-best-200000530.html)) |
| Aug 20, 2026 | [Frost](https://www.bankingnewsai.com/banks/frost) | Blend reports agentic Autopilot results across lenders ([Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608200800BIZWIRE_USPRX____20260820_BW158280-1)) |
| Aug 19, 2026 | [Stifel Bank](https://www.bankingnewsai.com/banks/stifel-bank) | American Banker: AI and the cost of adviser recruiting ([American Banker](https://www.americanbanker.com/news/with-deal-costs-up-could-ai-make-recruiting-a-bad-bet)) |
| Aug 6, 2026 | [Prosperity](https://www.bankingnewsai.com/banks/prosperity) | Q2 2026 10-Q repeats the AI risk bullet ([Prosperity Bancshares (SEC filings)](https://www.sec.gov/Archives/edgar/data/1068851/000119312526338254/pb-20260630.htm)) |
| Aug 4, 2026 | [Pinnacle](https://www.bankingnewsai.com/banks/pinnacle) | Q2 10-Q: AI initiatives listed as an execution risk ([Pinnacle Financial Partners (SEC filing)](https://www.sec.gov/Archives/edgar/data/2082866/000208286626000082/pnfp-20260630.htm)) |
| Jul 29, 2026 | [Prosperity](https://www.bankingnewsai.com/banks/prosperity) | Q2 call: Stellar savings of $80-85 million wait for a March 2027 conversion ([Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/prosperity-bancshares-pb-q2-2026-004414452.html)) |
| Jul 29, 2026 | [Texas Capital](https://www.bankingnewsai.com/banks/texas-capital) | Second attempt to redomicile to Texas planned ([American Banker](https://www.americanbanker.com/news/why-one-bank-is-determined-to-reincorporate-in-texas)) |
| Jul 24, 2026 | [Hilltop](https://www.bankingnewsai.com/banks/hilltop) | Q2 2026 10-Q has no AI language ([Hilltop Holdings (SEC filing)](https://www.sec.gov/Archives/edgar/data/1265131/000110465926086658/hth-20260630x10q.htm)) |
| Jul 22, 2026 | [Bank OZK](https://www.bankingnewsai.com/banks/bank-ozk) | Gleason sizes the RESG and CIB books ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-bank-ozk-tops-q2-2026-estimates-on-margin-gains-93CH-4806146)) |

## How does Texas Capital's internal AI compare with its peers'?

The internal assistant or AI platform each bank has named, with the usage it has put on the record and the date. A blank means nothing is disclosed, not that nothing exists.

| Bank | Platform or assistant | Usage or scale disclosed | Date |
| --- | --- | --- | --- |
| Texas Capital | Ranger, an in-house multi-LLM platform on the Big Sky data platform and 250+ internal APIs; an employee agent builder | About 80% of employees used Ranger in the prior four weeks; 280 agents built by about 64 employees; firm-wide agents live in loan operations and fraud | April 23, 2026 ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html)) |
| KeyBank | Microsoft Copilot for all employees; conversational AI in the contact centre | AI-handled call about $0.25 vs about $9 for a human; about 40 generative-AI proofs of concept (August 2025) | January and September 2026 ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [Investing.com](https://za.investing.com/news/stock-market-news/keycorp-at-barclays-conference-growth-margin-gains-in-focus-93CH-4463954), [Bank Automation News](https://bankautomationnews.com/allposts/ai/keybank-identifies-40-ai-proofs-of-concept)) |
| Western Alliance | An enterprise AI program with Microsoft Copilot | 150,000+ employee hours saved (estimate from Copilot usage); $10 million+ productivity value; 15 use cases named | May and September 2026 ([Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [Investing.com](https://www.investing.com/news/transcripts/western-alliance-at-barclays-conference-shift-to-profits-buybacks-93CH-4904090)) |
| Pinnacle | ChatPFP and a head of AI | 18,000 banker questions answered and 3,000+ hours saved; almost 20 AI engineers and 40 power users | April and July 2026 ([The Motley Fool (earnings call transcript)](https://fool.com/earnings/call-transcripts/2026/04/23/pinnacle-pnfp-q1-2026-earnings-transcript), [Yahoo Finance (earnings call transcript)](https://finance.yahoo.com/quote/PNFP/earnings/PNFP-Q2-2026-earnings_call-653603.html)) |
| Frost | A contact-centre copilot and enhanced customer chat | Call volume up 38% with staffing up 14% (as of December 2025) | August 2026 ([Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm)) |
| Hilltop | PrimeLending's 'MoBots' automation tools | 15 tools over two years; AI deployment 'where practical' is a key focus | November 2024; April 2026 ([HousingWire](https://housingwire.com/winner-profile/2024-tech-trendsetter-kimberly-hartsough), [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-hilltop-holdings-q1-2026-beats-eps-expectations-93CH-4635919)) |
| Stifel | Copilot tools and seats on larger language models | About 70 workflows identified for AI | July 2025 ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780)) |

## How does Texas Capital's technology stack and spending compare?

What each bank has said about its cloud, core or data platform and its technology budget.

| Bank | Cloud, core or data platform | Technology spend disclosed | Date |
| --- | --- | --- | --- |
| Texas Capital | 96% of critical infrastructure in the cloud; a data platform four years in the building; cloud-native client onboarding | Not disclosed; AI work sits inside technology expense | October 2025; April 2026 ([Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2025/10/23/rob-c-holmes-highlights-texas-capitals-record-growth-bloombergs-close), [Texas Capital](https://texascapitalbank.com/insights/look-ahead-rob-c-holmes-2026), [The Motley Fool](https://fool.com/earnings/call-transcripts/2026/04/23/texas-capital-tcbi-q1-2026-earnings-transcript)) |
| Frost | 66% of tier-one capabilities modernised, 40% in the cloud; 91% targeted for 2027 | $35.9 million in Q2 2024, up 8% | August 2026; July 2024 ([Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm), [Bank Automation News](https://bankautomationnews.com/allposts/ai/inside-look-frost-banks-ai-and-payments-strategy)) |
| Prosperity | Real-time core conversion completed in February 2026 | $75 million to $90 million a year (CEO estimate) | April 2026 ([Prosperity Bank](https://prosperitybankusa.com/system-upgrade), [Earnings call transcript (The Motley Fool)](https://www.fool.com/earnings/call-transcripts/2026/04/29/prosperity-pb-q1-2026-earnings-transcript)) |
| KeyBank | Google Cloud base with an analytics warehouse on BigQuery | About $1 billion planned for 2026, up about $200 million from 2024 | August 2024; September 2026 ([Google Cloud](https://cloud.google.com/transform/future-of-financial-services-ai-cloud-keybank-interview), [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026063618/investormeetings-europes.htm)) |
| Western Alliance | Cloud and AI foundation among 2026 technology investments | About $250 million over 2024 to 2026; technology 10% of revenue and 17% of operating expense | May 2026 ([Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm)) |
| Bank OZK | Cloud migration and 'emerging technologies, including AI' named as essential investments | Not disclosed; headcount added in data, analytics, modeling and AI | February and April 2026 ([Bank OZK](https://ir.ozk.com/static-files/e0a9df34-ad64-4d55-9984-9a46e4a2f45f), [Bank OZK](https://ir.ozk.com/static-files/d5cdc305-00f7-40d6-9d1a-8bf668050073)) |

## Who runs AI at Texas Capital and its peers, and how is it overseen?

The executive accountable for AI and the board oversight each bank describes in its filings or calls.

| Bank | AI executive | Board or governance body | Date |
| --- | --- | --- | --- |
| Texas Capital | Mo Jamous, chief digital and information officer (AI enablement, data platforms, security), from U.S. Bank | Board Technology Committee formed January 22, 2025 oversees technology, cybersecurity and AI; an AI governance program with a dedicated working group | July 2026; March 2026 ([Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [Banking Dive](https://www.bankingdive.com/news/texas-capital-mo-jamous-chief-digital-information-officer-us-bank-alum/825146/), [SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000040/tcbi-20260309.htm)) |
| Pinnacle | Kevin Johnson, head of AI | Unapproved generative-AI use prohibited in its code of conduct | April and May 2026 ([American Banker](https://digital-banking.americanbanker.com/profile/kevin-d-johnson), [Pinnacle Financial Partners (SEC filing)](https://www.sec.gov/Archives/edgar/data/2082866/000208286626000043/a14-pinnaclecodeofbusiness.htm)) |
| Frost | No head of AI named; Jimmy Stead leads consumer banking and technology | Technology and Cybersecurity Committee approves technology budgets and hears the CIO and CISO quarterly | March 2026 ([Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000023/cfr-20260320.htm), [Banking Dive](https://www.bankingdive.com/news/ai-mobile-banking-apps-digital-customer-experience-frost-bank/738610/)) |
| KeyBank | CFO Clark Khayat titled Head of Technology after the CIO's March 2026 exit | AI flagged in the 2025 10-K risk factors | August and February 2026 ([KeyCorp (PR Newswire via Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/keycorp-appoints-chris-doll-chief-172400569.html), [Banking Dive](https://bankingdive.com/news/keybank-amy-brady-cio-resign-health-clark-khayat-cfo/813644), [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026010546/key-20251231.htm)) |
| Western Alliance | CIO Sonny Sonnenstein presented the AI program at investor day | A dedicated AI risk factor added to the 2025 10-K | May and February 2026 ([Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026010336/wal-20251231.htm)) |
| Stifel | Brad Raymond credited with the Institutional Group's AI strategy | A centralized inventory of AI technologies with risk-based classification | April and February 2026 ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526191643/d939496ddef14a.htm), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm)) |

## How do Texas Capital's commercial client tools compare?

Texas Capital sells mainly to businesses; these are the commercial, treasury and mortgage-finance tools each bank has described.

| Bank | Tool | What it does | Date |
| --- | --- | --- | --- |
| Texas Capital | Initio onboarding; WarehouseNow; MAP | Commercial account opening in a few days against an estimated 40-day norm; online warehouse fundings with wires confirmed within minutes; trading and financing of whole loans, pools and servicing rights | June 2024; 2026; May 2026 ([American Banker](https://americanbanker.com/news/streamlining-commercial-banking-nancy-mcdonnell), [Texas Capital](https://texascapitalbank.com/commercial-banking/real-estate/mortgage-finance/warehouse-lending), [Texas Capital](https://texascapitalbank.com/who-we-are/newsroom/news/2026/05/18/texas-capital-launches-maptm)) |
| KeyBank | KeyTotal AR with Versapay; Key Virtual Card with Qolo | Machine learning matches payments to invoices at more than 90% straight-through processing; virtual commercial cards aimed at spend-management fintechs | July 2025; April 2026 ([KeyCorp](https://investor.key.com/press-releases/news-details/2025/KEYBANK-LAUNCHES-PREDICTIVE-ACCOUNTS-RECEIVABLE-MATCHING-WITH-KEYTOTAL-AR-POWERED-BY-VERSAPAY/default.aspx), [American Banker](https://americanbanker.com/payments/news/keybank-to-stand-up-virtual-commercial-card-issuing)) |
| Western Alliance | Triangle of Fraud Protection in settlement payments | 723 million+ fraudulent class-action claims prevented in 2024 | April 2025 ([Western Alliance Bank](https://westernalliancebancorporation.com/sites/default/files/2025-04/2025-digital-payments-research-report.pdf)) |
| Frost | Blend digital account opening | Completion rate from 50% to 80%; manual review from 15% to 3% | August 2026 ([Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608180800BIZWIRE_USPRX____20260818_BW315276-1)) |

## Which banks are Texas Capital's peers, and why these?

Texas Capital Bancshares is compared here with Cullen/Frost Bankers, Hilltop Holdings, Western Alliance Bancorporation, Prosperity Bancshares, KeyCorp (KeyBank), Pinnacle Financial Partners, Bank OZK and Stifel Financial (Stifel Bank & Trust): chosen by the editors for this page (see the note below the table). Texas Capital Bancshares is classed as a commercial and business bank in the Southwest.

The computed group mixed in consumer and community banks from Arkansas, California, Pennsylvania and Indiana; this group starts from the seven firms on this site that sit in Texas Capital's own 2026 proxy compensation peer group (Frost, Hilltop, Western Alliance, KeyBank, Pinnacle, Bank OZK and Stifel), which the proxy says 'represent the market in which the Company competes for clients', and adds Prosperity, the other large Texas-headquartered bank.

## Common questions

### Is Texas Capital better than Frost at AI?

The record cannot settle capability, and the two are close to level on this site's disclosure index: Texas Capital 49.1, Frost 49.3. Texas Capital reports an in-house multi-LLM platform used by about 80% of staff and 280 employee-built agents (April 2026); Frost reports a contact-centre copilot and a Blend account-opening overhaul that lifted completion rates from 50% to 80% (August 2026). ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm), [Business Wire via FT Markets](https://markets.ft.com/data/announce/full?dockey=600-202608180800BIZWIRE_USPRX____20260818_BW315276-1))

### Does Texas Capital have an AI assistant for customers?

None it has disclosed. Its AI disclosures are internal: Ranger for employees, firm-wide agents in loan operations and fraud, and credit portfolio-review agents announced for the quarter after April 2026. KeyBank says a conversational assistant is part of its 2027 funding conversations, and Frost's deck lists enhanced customer chat. ([The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html), [Banking Dive](https://www.bankingdive.com/news/keybank-digital-banking-regionals-ai-insights-personetics/823541/), [Cullen/Frost Bankers (SEC filings)](https://www.sec.gov/Archives/edgar/data/39263/000003926326000049/a2q-2026finalinvestorpre.htm))

### How does Texas Capital's technology spending compare with its peers?

Texas Capital does not disclose a technology budget; its CFO said in April 2026 that a capitalized project portfolio and internal AI work both show up in technology expense. KeyBank plans about $1 billion for 2026, Western Alliance invested about $250 million over 2024 to 2026, and Prosperity's CEO estimated $75 million to $90 million a year. ([The Motley Fool](https://fool.com/earnings/call-transcripts/2026/04/23/texas-capital-tcbi-q1-2026-earnings-transcript), [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026063618/investormeetings-europes.htm), [Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [Earnings call transcript (The Motley Fool)](https://www.fool.com/earnings/call-transcripts/2026/04/29/prosperity-pb-q1-2026-earnings-transcript))

### How does Texas Capital compare with KeyBank on AI?

KeyBank scores 80 on this site's index and Texas Capital 49.1. KeyBank discloses customer-facing outcomes, such as an AI-handled call at about $0.25 against about $9 for a human, and a roughly $1 billion technology budget. Texas Capital discloses staff adoption of its own platform (about 80% in four weeks) and agents in production, but no cost figures. ([PYMNTS](https://www.pymnts.com/news/artificial-intelligence/2026/keybank-taps-conversational-ai-cut-call-center-costs/), [KeyCorp (SEC filings)](https://www.sec.gov/Archives/edgar/data/91576/000162828026063618/investormeetings-europes.htm), [The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html))

### Who leads AI at Texas Capital?

Mo Jamous, appointed chief digital and information officer on July 13, 2026, with infrastructure, architecture, applications, data platforms, AI enablement and information security in his remit. He came from U.S. Bank, where he was CIO for consumer, business banking and AI/ML technologies. A board Technology Committee, formed in January 2025, oversees technology, cybersecurity and AI. ([Texas Capital](https://texascapitalbank.com/news/2026/07/13/texas-capital-appoints-mo-jamous-chief-digital-and-information-officer), [Banking Dive](https://www.bankingdive.com/news/texas-capital-mo-jamous-chief-digital-information-officer-us-bank-alum/825146/), [SEC EDGAR](https://www.sec.gov/Archives/edgar/data/1077428/000107742826000040/tcbi-20260309.htm))

### How does Texas Capital compare with Western Alliance on AI?

Western Alliance scores 71.8 on this site's index and Texas Capital 49.1. Western Alliance quantifies results (150,000-plus hours saved, lending cycle time down 25%) but its CEO said in September 2026 that no AI return is yet embedded in its models. Texas Capital reports more agents built and in production but no savings figure. ([Western Alliance Bancorporation (SEC filings)](https://www.sec.gov/Archives/edgar/data/1212545/000162828026033850/wal_investordayx2026xfin.htm), [Investing.com](https://www.investing.com/news/transcripts/western-alliance-at-barclays-conference-shift-to-profits-buybacks-93CH-4904090), [The Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/texas-capital-tcbi-q1-2026-155141524.html))

## Peers on this site

- [Cullen/Frost Bankers AI strategy](https://www.bankingnewsai.com/banks/frost) · [vs peers](https://www.bankingnewsai.com/banks/frost/vs-peers)
- [Hilltop Holdings AI strategy](https://www.bankingnewsai.com/banks/hilltop) · [vs peers](https://www.bankingnewsai.com/banks/hilltop/vs-peers)
- [Western Alliance Bancorporation AI strategy](https://www.bankingnewsai.com/banks/western-alliance) · [vs peers](https://www.bankingnewsai.com/banks/western-alliance/vs-peers)
- [Prosperity Bancshares AI strategy](https://www.bankingnewsai.com/banks/prosperity) · [vs peers](https://www.bankingnewsai.com/banks/prosperity/vs-peers)
- [KeyCorp (KeyBank) AI strategy](https://www.bankingnewsai.com/banks/keybank) · [vs peers](https://www.bankingnewsai.com/banks/keybank/vs-peers)
- [Pinnacle Financial Partners AI strategy](https://www.bankingnewsai.com/banks/pinnacle) · [vs peers](https://www.bankingnewsai.com/banks/pinnacle/vs-peers)
- [Bank OZK AI strategy](https://www.bankingnewsai.com/banks/bank-ozk) · [vs peers](https://www.bankingnewsai.com/banks/bank-ozk/vs-peers)
- [Stifel Financial (Stifel Bank & Trust) AI strategy](https://www.bankingnewsai.com/banks/stifel-bank) · [vs peers](https://www.bankingnewsai.com/banks/stifel-bank/vs-peers)

## Sources

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84. Western Alliance Bancorporation Annual Report on Form 10-K for the fiscal year ended December 31, 2025 — Western Alliance Bancorporation (SEC filings), Feb 23, 2026. https://www.sec.gov/Archives/edgar/data/1212545/000162828026010336/wal-20251231.htm
85. Proxy Statement for the 2026 Annual Meeting of Shareholders (Schedule 14A) — Stifel Financial (SEC filings), Apr 29, 2026. https://www.sec.gov/Archives/edgar/data/720672/000119312526191643/d939496ddef14a.htm
86. Streamlining commercial banking: Nancy McDonnell — American Banker, Jun 24, 2024. https://americanbanker.com/news/streamlining-commercial-banking-nancy-mcdonnell
87. Warehouse Lending (WarehouseNow online warehouse lending platform; retrieved 2026-10-19) — Texas Capital, Oct 19, 2026. https://texascapitalbank.com/commercial-banking/real-estate/mortgage-finance/warehouse-lending
88. KeyBank Launches Predictive Accounts Receivable Matching with KeyTotal AR Powered by Versapay — KeyCorp, Jul 7, 2025. https://investor.key.com/press-releases/news-details/2025/KEYBANK-LAUNCHES-PREDICTIVE-ACCOUNTS-RECEIVABLE-MATCHING-WITH-KEYTOTAL-AR-POWERED-BY-VERSAPAY/default.aspx
89. KeyBank adds virtual commerce cards to ward off fintechs — American Banker, Apr 14, 2026. https://americanbanker.com/payments/news/keybank-to-stand-up-virtual-commercial-card-issuing

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