# Stifel Financial (Stifel Bank & Trust): AI strategy

Source: https://www.bankingnewsai.com/banks/stifel-bank
Last updated: Oct 25, 2026

*The bank inside a $580 billion-client-asset wealth and investment-banking firm whose CEO argues AI 'only increases the value of judgment, trust, and relationships', and whose research arm frames AI as a multi-trillion-dollar productivity supercycle.*

## How is Stifel Bank using AI?

Stifel Bank & Trust, the St. Louis state member bank owned by Stifel Financial with about $20 billion of assets, matters in this ranking because of the firm around it: a wealth-management and investment-banking group that posted the best second quarter in its history in 2026, with net revenues of $1.45 billion, net income to common of $217.2 million, or $1.34 per diluted share, record Global Wealth Management revenue of $957 million, record client assets of $580.1 billion, fee-based assets of $239.8 billion and bank loans of $24.8 billion after growing $2.6 billion in the quarter, mostly through fund banking. Chairman and CEO Ron Kruszewski uses the earnings calls to argue against the thesis that AI hollows out financial advice: 'AI is making information more abundant. That only increases the value of judgment, trust, and relationships,' he said in July, calling AI 'a tailwind to advice, not a headwind' and a productivity accelerator that surfaces more tax, estate and planning opportunities for advisers. The firm had said AI adoption would mean hiring fewer staff, but Kruszewski told analysts in July that AI is proving to be an accelerator of the business rather than a replacement for human costs, while its institutional group lifted pre-tax margins to 19.5% in the first half from 11% a year earlier after efficiency initiatives and a European restructuring. Stifel's investment strategists publish an AI outlook describing a multi-trillion-dollar productivity supercycle, and the firm was ranked first in employee-adviser satisfaction by J.D. Power for a fourth straight year. Its earnings decks have carried AI since mid-2025: 'Integrating AI Into the Stifel Platform' through agent-based models, with early successes in investment-banking analytics and adviser support (July 2025), AI first among four strategic topics (April 2026), and 'AI providing improved efficiencies' in data access, analysis and presentation preparation and back-office work (July 2026). Kruszewski's 2025 shareholder letter says AI agents already gather information and prepare analysis before advisers meet clients, and that 'we can get 80 hours of work done in 40'. The 2025 10-K says the firm uses, develops and incorporates AI and machine learning, including generative AI, within its technology platform and services (the FY2024 filing had said it did not use AI extensively), describes an AI risk management framework with a centralised inventory of AI technologies, and names chief operating officer David Sliney as leading technology 'with emphasis on cloud, data, and AI capabilities'. Stifel Bank & Trust is supervised by the Federal Reserve as a state member bank under Stifel Financial's holding company, led by chairman and CEO Christopher Reichert; the bank has disclosed no AI vendor, model or budget of its own, but its venture-banking division lends to AI companies, including a $35 million debt facility for senior-care platform Sage in July 2026, and is the banking partner of agentic-AI firm Kore.ai. Two AI application-security roles were open at headquarters in September 2026.

## At a glance

| Field | Value |
| --- | --- |
| Lead bank | Stifel Bank & Trust |
| Ticker | SF |
| Headquarters | St. Louis, MO |
| Consolidated assets | $19,620 million |
| Federal Reserve rank | 95 |
| Charter | Missouri state member bank (Federal Reserve); subsidiary of Stifel Financial |

## What AI partnerships and patents does Stifel Bank & Trust have?

Stifel's public AI record names little. The CEO said in July 2025 that copilot tools were rolled out firm-wide and that seats on more sophisticated large language models were bought, without naming the providers, and the firm's data platform runs on AWS. No patent or published application assigned to a Stifel entity turned up in a Google Patents search, and no AI budget, model vendor contract or bank-level AI partner is public. ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780), [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/how-stifel-built-a-modern-data-platform-using-aws-glue-and-an-event-driven-domain-architecture))

| Item | What it is | Status | Date | Sources |
| --- | --- | --- | --- | --- |
| Copilot-branded assistants | Productivity assistants the CEO said were rolled out across the firm; the call does not name the vendor | In production | 2025-07-30 | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780) |
| Amazon Web Services | Cloud data platform on AWS Glue and Lake Formation with domain data products and a central catalog; the post names no AI or machine-learning service | In production | 2025-07-07 | [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/how-stifel-built-a-modern-data-platform-using-aws-glue-and-an-event-driven-domain-architecture) |

## Flagship platform: Stifel's advisor-first AI stance and fund-banking-driven balance sheet

Stifel Bank & Trust is the balance-sheet engine of Stifel Financial's Global Wealth Management segment, with bank loans of $24.8 billion at mid-2026 after $2.6 billion of growth in the second quarter alone, largely from fund banking, on a path to as much as $4 billion of expansion in the year. Chairman and CEO Ron Kruszewski has positioned AI as an accelerant for advisers rather than a replacement: 'AI is making information more abundant. That only increases the value of judgment, trust, and relationships.' The firm had previously said AI adoption would mean hiring fewer staff; on the July 2026 call he said AI is proving to be an accelerator of the business rather than a replacement for human costs, making advisers, bankers and analysts more productive at finding opportunities in tax, estate and planning work. Stifel's research publishes an 'Artificial Intelligence: Runway for Growth' outlook describing a 'supercycle of productivity with multitrillion-dollar effects on global GDP'. Its 2025 10-K says Stifel uses, develops and incorporates systems and tools that incorporate AI and machine learning, including generative AI, within its technology platform and services, and that it seeks to maintain an AI risk management framework with a centralised inventory of AI technologies, risk-based classification and security guardrails before deployment, and names chief operating officer David Sliney as leading technology and operations 'with emphasis on cloud, data, and AI capabilities'; neither the firm nor the bank has disclosed an AI budget or named an AI model vendor, beyond the CEO's July 2025 remark that 'copilot' tools were rolled out and that the firm bought seats on more sophisticated large language models. ([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))

## Key points

- CEO Ron Kruszewski: AI 'only increases the value of judgment, trust, and relationships'; a 'tailwind to advice, not a headwind'.
- Firm had said AI would reduce hiring; in July 2026 the CEO said AI is proving an accelerator rather than a replacement for human costs; institutional pre-tax margin up to 19.5% from 11%.
- Q2 2026: net revenues $1.45 billion (record second quarter); net income to common $217.2 million ($1.34); client assets $580.1 billion; ROTCE 23.6%.
- Bank loans $24.8 billion, up $2.6 billion in the quarter largely through fund banking; up to $4 billion of balance-sheet growth targeted for 2026.
- Stifel research: 'Artificial Intelligence: Runway for Growth' outlook on a productivity supercycle.
- No AI budget or named model vendor disclosed at the firm or bank level (the CEO referred to 'copilot' tools and unnamed large-language-model seats in July 2025); J.D. Power number one in employee-adviser satisfaction for four years.
- Earnings decks: agent-based models and early AI wins in banking analytics and adviser support (Q2 2025); 'AI providing improved efficiencies' (Q2 2026).
- Stifel Venture Banking lends to AI companies: $35 million facility for Sage (July 2026); banking partner of Kore.ai.
- The 10-K moved from 'we currently do not use AI extensively' (FY2024, filed 26 February 2025) to 'we use, develop, and incorporate' AI and generative AI in its platform (FY2025, filed 24 February 2026); uses of the term 'AI' rose from 0 (FY2023) to 26 to 57.
- July 2025 call: the CEO said copilot tools were rolled out firm-wide, the firm bought seats on more sophisticated large language models, he had personally identified about 70 workflows for AI, and the firm prefers customised off-the-shelf tools to building its own models; 'the biggest impediment to AI is bureaucracy'.
- Governance: the Written Information Security Program incorporates AI governance and is independently assessed; the board's Risk Management Committee oversees technology and cyber risk, receives cybersecurity reports at least four times a year and approves the programme annually; third-party AI contracts seek explainability and validation rights.
- Named owners: COO David Sliney leads technology and operations with emphasis on cloud, data and AI; Global Co-Head of Institutional Equities and Advisory Brad Raymond is credited in the 2026 proxy with spearheading the Institutional Group's AI strategy. No chief AI, data or information officer is named in the filings.
- April 2026 call: the CEO said the firm is 'in the early process of linking our data to these new tools', put software-loan exposure, the book most exposed to AI disruption, at about $500 million on a $43 billion balance sheet, and called cyber the first thing the industry must get right as frontier models such as Mythos arrive.
- AI and sweep cash: about $60 billion of client assets (11% to 12%) sits in short-term cash, of which about $7 billion is 'unsorted' transactional cash that agentic tools could target, according to the CEO in April 2026; no patents assigned to a Stifel entity turned up in a Google Patents search.

## Timeline

- Oct 7, 2026 — **CEO on CNBC: look at companies benefiting from AI, not just those building it** Kruszewski discussed the global bond sell-off, AI and markets on 'The Exchange'. ([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))
- Aug 19, 2026 — **American Banker: AI and the cost of adviser recruiting** Kruszewski's argument that rising recruiting packages contradict fears of AI replacing advisers. ([American Banker](https://www.americanbanker.com/news/with-deal-costs-up-could-ai-make-recruiting-a-bad-bet))
- Aug 5, 2026 — **Q2 2026 10-Q filed with no AI discussion** A text search of the quarterly report finds no use of AI or artificial intelligence; the AI risk language and governance description sit in the annual 10-K and the earnings decks. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526333953/sf-20260630.htm))
- Jul 22, 2026 — **Q2 call: 'Technology shouldn't ask advisors to adapt to software'** Kruszewski said the philosophy behind what the firm is building is that software should adapt to the way advisers work, and that AI helps bankers evaluate more opportunities and research analysts uncover more insights. ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-beats-q2-2026-estimates-as-profit-rises-25-93CH-4806439))
- Jul 22, 2026 — **Q2 2026: 'AI providing improved efficiencies'; CEO revises the headcount view** The deck cites data access, faster analysis and presentation preparation, back-office efficiency and client engagement; on the call the CEO said AI is an accelerator rather than a replacement for human costs. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526311288/d137168dex993.htm), [GuruFocus (Yahoo Finance)](https://finance.yahoo.com/news/stifel-financial-corp-sf-q2-210257050.html))
- Jul 22, 2026 — **Best second quarter in company history** Net revenues $1.45 billion; bank loans up $2.6 billion; AI 'increases the value of judgment'. ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q2-2026-123000700.html), [TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html))
- Jul 9, 2026 — **J.D. Power number one in employee-adviser satisfaction, fourth year** Advisor-first culture cited by the CEO. ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [J.D. Power (Business Wire via Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/ai-adoption-accelerates-driving-financial-110000407.html))
- Jul 8, 2026 — **$35 million Stifel Bank debt facility for Sage** Venture-banking loan to a senior-care platform selling AI-powered fall-detection and life-safety hardware as a service. ([Sage (PR Newswire)](https://www.prnewswire.com/news-releases/sage-crosses-100-million-in-2026-funding-with-35-million-debt-facility-from-stifel-bank-302820130.html))
- Jun 2, 2026 — **CEO on CNBC: concerned about financing of the AI build-out** Kruszewski discusses AI on 'The Exchange'. ([CNBC](https://www.cnbc.com/video/2026/06/02/stifel-ceo-ron-kruszewski-getting-concerned-with-the-financing-of-the-ai-build-out.html))
- Apr 29, 2026 — **2026 proxy: Brad Raymond credited with the Institutional Group's AI strategy** The proxy lists spearheading the Institutional Group's AI strategy among Global Co-Head Brad Raymond's 2025 performance highlights. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526191643/d939496ddef14a.htm))
- Apr 22, 2026 — **Q1 call: cyber is the first priority as frontier models arrive** The CEO raised Anthropic's Mythos as a new category of technology that raises capability for defenders and attackers, and said the industry must get cyber right first and that it needs a national response. ([Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867), [InvestmentNews](https://www.investmentnews.com/independent-broker-dealers/stifel-ceo-not-comfortable-with-ai-replacing-advisor-judgement/266281), [WealthManagement.com](https://wealthmanagement.com/ibd-news/stifel-ceo-mulls-ai-hopes-concerns))
- Apr 22, 2026 — **Q1 call: data being linked to AI tools; software loans about $500 million** Kruszewski said the firm is in the early process of linking its data to AI tools and that software-loan exposure is about $500 million on a $43 billion balance sheet. ([Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867))
- Apr 22, 2026 — **Q1 2026: AI first of four strategic topics; agentic AI and sweep cash** The deck lists AI first; the CEO said AI is good at summarising and organising but lacks advisers' judgment, and that the firm has unused levers such as platform and account fees if agentic AI moves sweep cash. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526168288/d113868dex993.htm), [Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867))
- Apr 22, 2026 — **Record first-quarter revenue; CEO on AI as a tailwind to advice** Net revenues $1.48 billion, up 18%. ([GuruFocus (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-sf-q1-070422235.html))
- Apr 21, 2026 — **2025 annual report: AI in everyday workflows, with governance** The year-in-review pages describe a digital transformation that accelerated in 2025, including the integration of AI into everyday workflows, and say technology enhances rather than replaces human judgment. ([Stifel Financial](https://www.stifel.com/docs/pdf/investorrelations/annualreports/annual2025.pdf))
- Apr 21, 2026 — **Shareholder letter: 'AI: a headwind or a tailwind?'** AI agents gather information and prepare analysis before advisers meet clients; AI is changing how research analysts, bankers and capital-markets teams work. ([Stifel Financial](https://www.stifel.com/Newsletters/AdGraphics/newsletters/ShareholderLetter2025/2025-AR-Shareholder-Letter.pdf))
- Feb 24, 2026 — **2025 10-K: AI risk management framework** The filing says Stifel uses, develops and incorporates systems and tools that incorporate AI and machine learning, including generative AI, within its technology platform and services, replacing the FY2024 line that it did not use AI extensively. Centralised inventory of AI technologies, risk-based classification and security guardrails before deployment; AI governance built into the written information security programme; contractual explainability and validation rights for third-party AI. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm))
- Feb 11, 2026 — **'Artificial Intelligence: Runway for Growth' outlook published** AI framed as a multi-trillion-dollar productivity supercycle. ([Stifel](https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026_Artificial-Intelligence.pdf))
- Feb 10, 2026 — **Shares fall as AI worries hit brokerages** Stifel tumbled 6% in a financial-services selloff after Altruist launched an AI-powered tax-planning tool for advisers. ([Investing.com (Yahoo Finance)](https://uk.finance.yahoo.com/news/schwab-raymond-james-stifel-drop-173410149.html))
- Feb 2, 2026 — **Stifel Independent Advisors sold** $9.7 billion of client assets leave with the business. ([Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263))
- Jan 27, 2026 — **Stifel Bank named banking partner of agentic-AI firm Kore.ai** Kore.ai's growth-investment release thanks 'our banking partner Stifel Bank'. ([Kore.ai (Business Wire)](https://www.businesswire.com/news/home/20260127097719/en/Kore.ai-Secures-Strategic-Growth-Investment-from-AllianceBernstein-to-Scale-the-Next-Phase-of-Agentic-Enterprise-AI))
- Jan 7, 2026 — **Outlook 2026: Rewiring Growth** Technology among the forces reconfiguring economic expansion. ([Stifel](https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026.pdf))
- Jul 30, 2025 — **Q2 2025 call: copilot rolled out, LLM seats bought, about 70 workflows identified** Kruszewski said the firm is reviewing workflows for agents, that copilot tools were rolled out and seats on more sophisticated large language models implemented, that human sign-off stays where regulation requires it, and that most of the need is off-the-shelf tools rather than building models. ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780))
- Jul 30, 2025 — **Q2 2025 deck: 'Integrating AI Into the Stifel Platform'** Agent-based models to enhance client service, data management and insights; 'Increases Efficiency But Human Side Remains Irreplaceable'; early AI success in investment-banking analytics and adviser support. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312525168605/d834924dex993.htm))
- Jul 7, 2025 — **AWS publishes Stifel's modern data platform design** Event-driven domain data products on AWS Glue and Lake Formation with a central catalog, written by Stifel architects including Hossein Johari; the post names no AI or machine-learning service. ([AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/how-stifel-built-a-modern-data-platform-using-aws-glue-and-an-event-driven-domain-architecture))
- Feb 26, 2025 — **FY2024 10-K: 'we currently do not use AI extensively'** The filing says Stifel may in future use AI, machine learning and generative AI, warns of vendor and governance failures, and uses the term AI 26 times. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000095017025027702/sf-20241231.htm))
- Feb 16, 2024 — **FY2023 10-K: one passing reference to artificial intelligence** The only mention, in the data-privacy section, is that advances in AI have increased the collection and processing of personal information; the filing does not use the abbreviation AI. ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000095017024016475/sf-20231231.htm))

## Where AI runs

| Use case | What | Status | Detail | Sources |
| --- | --- | --- | --- | --- |
| [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai) | AI productivity tools for advisers, bankers and analysts | In production | Surfacing tax, estate and planning opportunities; the firm had expected fewer hires, a view the CEO revised in July 2026. | [TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html), [GuruFocus (Yahoo Finance)](https://finance.yahoo.com/news/stifel-financial-corp-sf-q2-210257050.html) |
| [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting) | Fund banking and wealth-linked lending | In production | $24.8 billion loan book growing up to $4 billion a year. | [Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263), [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q2-2026-123000700.html) |
| [AI governance (general)](https://www.bankingnewsai.com/ai-regulation/by-use-case#governance-general) | AI thought leadership for clients | In production | Research outlook on AI's economic effects. | [Stifel](https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026_Artificial-Intelligence.pdf) |
| [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai) | AI agents in wealth-management preparation | In production | Agents gather information, prepare analysis and present options before advisers meet clients; agent-based models first flagged in the Q2 2025 deck, with early wins in banking analytics and adviser support. | [Stifel Financial](https://www.stifel.com/Newsletters/AdGraphics/newsletters/ShareholderLetter2025/2025-AR-Shareholder-Letter.pdf), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312525168605/d834924dex993.htm) |
| [Model risk management](https://www.bankingnewsai.com/ai-regulation/by-use-case#model-risk) | AI risk management framework | In production | Centralised AI inventory, risk-based classification, guardrails and monitoring requirements before deployment; policies on associates' and vendors' AI use. | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm) |
| [Cybersecurity](https://www.bankingnewsai.com/ai-regulation/by-use-case#cybersecurity) | AI-enabled cyber threats | In production | The 10-K warns others may use AI to increase attacks; management calls cybersecurity a national-security priority as frontier AI models raise attackers' and defenders' capabilities. | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm), [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q1-2026-204557473.html) |
| [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting) | Venture lending to AI companies | In production | Stifel Venture Banking provides banking and debt financing to venture-backed technology firms, including a $35 million facility for Sage; it is also Kore.ai's banking partner. | [Sage (PR Newswire)](https://www.prnewswire.com/news-releases/sage-crosses-100-million-in-2026-funding-with-35-million-debt-facility-from-stifel-bank-302820130.html), [Kore.ai (Business Wire)](https://www.businesswire.com/news/home/20260127097719/en/Kore.ai-Secures-Strategic-Growth-Investment-from-AllianceBernstein-to-Scale-the-Next-Phase-of-Agentic-Enterprise-AI) |
| [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai) | Copilot tools and large-language-model seats across the firm | In production | CEO, July 2025: copilot tools were rolled out and 'a number of seats on LLMs that are much more sophisticated' implemented; he identified about 70 workflows and prefers customised off-the-shelf tools to building models. | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780) |
| [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai) | AI for research analysts, bankers and commercial lenders | In production | The CEO said in April and July 2026 that AI lets bankers evaluate more opportunities, research analysts uncover more insights and commercial lenders and support teams work faster; the 2026 proxy credits Brad Raymond with the Institutional Group's AI strategy. | [Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867), [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-beats-q2-2026-estimates-as-profit-rises-25-93CH-4806439), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526191643/d939496ddef14a.htm) |
| [AML / KYC](https://www.bankingnewsai.com/ai-regulation/by-use-case#aml-kyc) | AI agents for rule-book checks in compliance, AML and onboarding | Announced | The CEO said agents suit administrative work that compares inputs to rule books, such as supervisory-analyst reviews, and that staff could be reassigned to onboarding, marketing, compliance and AML; he added that workflows keep a human sign-off where regulation requires one. | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780) |
| [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting) | Software-loan exposure reviewed for AI disruption | In production | Management put software-loan exposure at about $500 million on a $43 billion balance sheet in April 2026 and said it reviewed the book and sees no broad credit issues. | [Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867) |
| [Third-party & vendor AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#third-party-vendors) | Contract terms for third-party AI | In production | The 10-K says Stifel seeks data-handling obligations, intellectual-property protections, explainability and validation rights and incident notification from third-party AI providers, and evaluates AI risk within its vendor-risk programme. | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm) |
| [AI governance (general)](https://www.bankingnewsai.com/ai-regulation/by-use-case#governance-general) | Board and committee oversight of technology, cyber and AI risk | In production | The Risk Management Committee oversees technology and cyber risk, gets cybersecurity reports at least four times a year and annually approves the Written Information Security Program, which incorporates AI governance; the Operational Risk Committee oversees information-security risk day to day. | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm) |

## Disclosed numbers

| Measure | Value | As of | Sources |
| --- | --- | --- | --- |
| Q2 2026 net revenues / net income to common | $1.45 billion / $217.2 million ($1.34) | Jul 22, 2026 | [Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263) |
| Bank loans / quarterly growth | $24.8 billion / +$2.6 billion | Jun 30, 2026 | [Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263) |
| Client assets / fee-based assets | $580.1 billion / $239.8 billion | Jun 30, 2026 | [Stifel Financial](https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263) |
| Institutional pre-tax margin, H1 2026 | 19.5% (from 11%) | Jul 22, 2026 | [Yahoo Finance](https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q2-2026-123000700.html) |
| Stifel Bank venture debt facility for Sage | $35 million | Jul 8, 2026 | [Sage (PR Newswire)](https://www.prnewswire.com/news-releases/sage-crosses-100-million-in-2026-funding-with-35-million-debt-facility-from-stifel-bank-302820130.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) |
| Employee advisers actively using AI tools, industry-wide (J.D. Power 2026 study that ranked Stifel first) | 73% (from 44%) | Jul 9, 2026 | [J.D. Power (Business Wire via Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/ai-adoption-accelerates-driving-financial-110000407.html) |
| Uses of the term 'AI' in the annual 10-K (FY2023 / FY2024 / FY2025) | 0 / 26 / 57 | Feb 24, 2026 | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000095017024016475/sf-20231231.htm), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000095017025027702/sf-20241231.htm), [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm) |
| Software-loan exposure, reviewed for AI disruption | About $500 million on a $43 billion balance sheet | Apr 22, 2026 | [Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867) |
| Short-term cash in client assets / 'unsorted' transactional cash | About $60 billion (11% to 12% of assets) / about $7 billion | Apr 22, 2026 | [Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867) |
| Workflows the CEO identified for AI | About 70 | Jul 30, 2025 | [Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780) |
| Cybersecurity reports to the board's Risk Management Committee | At least four a year | Feb 24, 2026 | [Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm) |
| Adviser recruiting loans outstanding | $745 million, up 9% from 2024 | Dec 31, 2025 | [American Banker](https://www.americanbanker.com/news/with-deal-costs-up-could-ai-make-recruiting-a-bad-bet) |
| J.D. Power employee-adviser satisfaction score | 812 of 1,000, 180 points above the employee-segment average | Jul 9, 2026 | [Stifel Financial](https://stifel.com/docs/pdf/pressreleases/2026/2026-Stifel-JD-Power-Advisor-Satisfaction-Study.pdf) |

## Quotes

> "AI is making information more abundant. That only increases the value of judgment, trust, and relationships." — Ronald J. Kruszewski, Chairman and CEO, Jul 22, 2026 ([TheStreet (Yahoo Finance)](https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html))

> "I think we can get 80 hours of work done in 40." — Ronald J. Kruszewski, Chairman and CEO, Apr 21, 2026 ([Stifel Financial](https://www.stifel.com/Newsletters/AdGraphics/newsletters/ShareholderLetter2025/2025-AR-Shareholder-Letter.pdf))

> "Or, as we see it, the industry will continue to evolve with more capable and efficient advisors using AI to benefit their productivity and their client service." — Ronald J. Kruszewski, Chairman and CEO, Jul 22, 2026 ([American Banker](https://www.americanbanker.com/news/with-deal-costs-up-could-ai-make-recruiting-a-bad-bet))

> "We are in the early process of linking our data to these new tools, and there is a lot of work ahead, but the early results give me confidence that we're on the right path." — Ronald J. Kruszewski, Chairman and CEO, Apr 22, 2026 ([Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867))

> "If you ask me what our industry needs to get right before anything else, the answer is cyber." — Ronald J. Kruszewski, Chairman and CEO, Apr 22, 2026 ([Investing.com](https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867))

> "Technology shouldn't ask advisors to adapt to software. Software should adapt to the way advisors work." — Ronald J. Kruszewski, Chairman and CEO, Jul 22, 2026 ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-beats-q2-2026-estimates-as-profit-rises-25-93CH-4806439))

> "The biggest impediment to AI is bureaucracy." — Ronald J. Kruszewski, Chairman and CEO, Jul 30, 2025 ([Investing.com](https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780))

## Who runs AI

- **Ronald J. Kruszewski** — Chairman and CEO, Stifel Financial ([LinkedIn](https://www.linkedin.com/in/ron-kruszewski-7148aa36)) ([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))
- **David D. Sliney** — Chief Operating Officer, Stifel Financial (leads technology and operations, with emphasis on cloud, data and AI) ([LinkedIn](https://www.linkedin.com/in/david-sliney-0826995)) ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm))
- **Christopher K. Reichert** — Chairman and CEO, Stifel Bank & Trust (commercial, wealth and venture banking) ([LinkedIn](https://www.linkedin.com/in/chris-reichert-4602b1b4)) ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm))
- **James M. Zemlyak** — President of Stifel Financial and Head of Global Wealth Management; Chief Operating Officer of Stifel, Nicolaus since 2002 (delivers the technology and operational support advisers use) ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm), [Stifel Financial](https://stifel.com/docs/pdf/pressreleases/2026/2026-Stifel-JD-Power-Advisor-Satisfaction-Study.pdf))
- **C. Brad Raymond** — Global Co-Head of Institutional Equities and Advisory; credited in the 2026 proxy with spearheading the Institutional Group's AI strategy ([Stifel Financial (SEC filings)](https://www.sec.gov/Archives/edgar/data/720672/000119312526191643/d939496ddef14a.htm))
- **Hossein Johari** — Lead and Senior Architect, Data Platforms and Strategic Solutions, Stifel Financial (co-author of the firm's AWS data-platform design) ([AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/how-stifel-built-a-modern-data-platform-using-aws-glue-and-an-event-driven-domain-architecture))

## Open AI roles

Data as of Oct 25, 2026 (2026-10-25) · read from the bank's own careers site, re-checked weekly.

1 open AI-related posting on [the careers site](https://www.stifel.com/careers) as of Oct 25, 2026. A snapshot of current openings, not a source: postings close.

- [AI-Application Security Architect](https://careers-stifel.icims.com/jobs/9823/ai-application-security-architect/job)

## Regulators it answers to

- [Federal Reserve](https://www.bankingnewsai.com/ai-regulation/federal-reserve) — Stifel Bank & Trust is a state member bank under a Fed-supervised holding company; SR 11-7 and SR 23-4 govern any AI in lending and vendor tools. See [SR 11-7](https://www.bankingnewsai.com/ai-regulation/documents/fed-sr-11-7), [SR 23-4](https://www.bankingnewsai.com/ai-regulation/documents/fed-sr-23-4).
- [SEC](https://www.bankingnewsai.com/ai-regulation/sec) — Adviser-facing AI tools at a broker-dealer fall under SEC examination priorities and the predictive-analytics conflicts proposal. See [Division of Examinations FY2026 Priorities](https://www.bankingnewsai.com/ai-regulation/documents/sec-exam-priorities-fy2026), [SEC Predictive Data Analytics proposal (34-97990)](https://www.bankingnewsai.com/ai-regulation/documents/sec-pda-conflicts-proposal-34-97990).
- [CFPB](https://www.bankingnewsai.com/ai-regulation/cfpb) — Consumer lending through the bank carries adverse-action and UDAAP duties. See [ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-ecoa-regulation-b-adverse-action).

## What the record suggests

### The adviser thesis is the AI strategy

Stifel's bet is that AI raises the value of human judgment; the bank's job is to fund the relationships that judgment wins, which makes loan growth the metric to watch.

### Fewer hires is a disclosure that invites follow-up

Saying AI reduces support headcount, and then revising that view, without naming the tools leaves investors and examiners to guess at model risk in adviser workflows.

### SEC scope matters more than bank scope here

AI that shapes adviser recommendations sits under the SEC's conflicts and examination agenda before it reaches bank regulators.

### Fund banking is a data-rich niche

Capital-call and subscription lines generate structured data that suits analytics; nothing has been disclosed about using it.

## FAQ

### Does Stifel use AI?

Stifel Financial says AI is making its advisers, bankers and analysts more productive; the CEO had expected this to mean hiring fewer staff, but in July 2026 Ron Kruszewski said AI is proving an accelerator rather than a replacement for human costs, and argues AI increases the value of human judgment and relationships. Its shareholder letter says AI agents prepare analysis before advisers meet clients, and its FY2025 10-K says the firm uses, develops and incorporates AI and machine learning, including generative AI, within its technology platform and services and describes an AI risk framework with a centralised AI inventory. No AI budget or named model vendor has been disclosed for the firm or for Stifel Bank & Trust; the CEO said in July 2025 that copilot tools were rolled out across the firm.

### What is Stifel Bank & Trust?

The Missouri state member bank inside Stifel Financial's Global Wealth Management segment, with bank loans of $24.8 billion at mid-2026 and about $20 billion of assets. It grew loans by $2.6 billion in the second quarter of 2026, mostly through fund banking.

### Who leads AI at Stifel Bank & Trust?

No chief AI officer, chief data officer or chief information officer is named in Stifel's filings. The 2025 10-K says chief operating officer David Sliney leads technology and operations with emphasis on cloud, data and AI. Chairman and CEO Ron Kruszewski said in July 2025 that he is personally taking the lead on pushing through AI productivity changes. The 2026 proxy credits Global Co-Head of Institutional Equities and Advisory Brad Raymond with spearheading the Institutional Group's AI strategy. Christopher Reichert chairs and runs the bank, which has disclosed no AI programme of its own.

### Does Stifel name any AI vendors or hold AI patents?

Not by product. On the July 2025 call Kruszewski said copilot tools were rolled out and the firm bought seats on more sophisticated large language models, and that it prefers customised off-the-shelf tools to building its own models; he did not name the providers. Stifel's own data-platform post for AWS (July 2025) describes domain data products on AWS Glue and Lake Formation without naming an AI service. A Google Patents search on Stifel assignee names returned no patent or published application assigned to a Stifel entity.

### Do Stifel's 10-K and 10-Q discuss AI?

The 10-K does, and more each year: the FY2023 filing used the abbreviation AI zero times, FY2024 used it 26 times and said the firm did not use AI extensively, and FY2025 used it 57 times, says the firm uses, develops and incorporates AI and machine learning including generative AI, and describes an AI risk framework with a central inventory, risk-based classification and pre-deployment guardrails. The Written Information Security Program incorporates AI governance. A text search of the first-quarter and second-quarter 2026 10-Qs finds no AI language; the quarterly detail is in the earnings decks and calls.

## Sources (32)

1. Artificial Intelligence: Runway for Growth (Outlook 2026) — Stifel, Feb 11, 2026. https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026_Artificial-Intelligence.pdf
2. Stifel Reports Second Quarter 2026 Results — Stifel Financial, Jul 22, 2026. https://stifel.com/investor-relations/DownloadEarningsReleaseFile?fiscalYear=2026&id=263
3. Stifel Financial Corp. Q2 2026 Earnings Call Summary — Yahoo Finance, Jul 23, 2026. https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q2-2026-123000700.html
4. Stifel's earnings expose Wall Street's AI blind spot — TheStreet (Yahoo Finance), Jul 24, 2026. https://finance.yahoo.com/technology/ai/articles/stifel-earnings-expose-wall-street-030700080.html
5. Stifel Financial Corp. Annual Report on Form 10-K for the fiscal year ended December 31, 2025 — Stifel Financial (SEC filings), Feb 24, 2026. https://www.sec.gov/Archives/edgar/data/720672/000119312526067130/sf-20251231.htm
6. Second Quarter 2025 Financial Results Presentation (Form 8-K, Exhibit 99.3) — Stifel Financial (SEC filings), Jul 30, 2025. https://www.sec.gov/Archives/edgar/data/720672/000119312525168605/d834924dex993.htm
7. First Quarter 2026 Financial Results Presentation (Form 8-K, Exhibit 99.3) — Stifel Financial (SEC filings), Apr 22, 2026. https://www.sec.gov/Archives/edgar/data/720672/000119312526168288/d113868dex993.htm
8. Earnings call transcript: Stifel Financial beats Q1 2026 estimates, stock dips — Investing.com, Apr 22, 2026. https://www.investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q1-2026-estimates-stock-dips-93CH-4629867
9. Second Quarter 2026 Financial Results Presentation (Form 8-K, Exhibit 99.3) — Stifel Financial (SEC filings), Jul 22, 2026. https://www.sec.gov/Archives/edgar/data/720672/000119312526311288/d137168dex993.htm
10. Stifel Financial Corp (SF) Q1 2026 Earnings Call Highlights: Record Revenue and Strong EPS ... — GuruFocus (Yahoo Finance), Apr 23, 2026. https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-sf-q1-070422235.html
11. Stifel Financial Corp. Q1 2026 Earnings Call Summary — Yahoo Finance, Apr 22, 2026. https://finance.yahoo.com/markets/stocks/articles/stifel-financial-corp-q1-2026-204557473.html
12. Stifel Financial Corp (SF) Q2 2026 Earnings Call Highlights: Record Revenue and Strong ... — GuruFocus (Yahoo Finance), Jul 22, 2026. https://finance.yahoo.com/news/stifel-financial-corp-sf-q2-210257050.html
13. Shareholder Letter (2025 Annual Report) — Stifel Financial, Apr 21, 2026. https://www.stifel.com/Newsletters/AdGraphics/newsletters/ShareholderLetter2025/2025-AR-Shareholder-Letter.pdf
14. With deal costs up, could AI make recruiting a bad bet? — American Banker, Aug 19, 2026. https://www.americanbanker.com/news/with-deal-costs-up-could-ai-make-recruiting-a-bad-bet
15. Schwab, Raymond James, Stifel drop as AI stirs concerns over advisory models — Investing.com (Yahoo Finance), Feb 10, 2026. https://uk.finance.yahoo.com/news/schwab-raymond-james-stifel-drop-173410149.html
16. AI Adoption Accelerates, Driving Financial Advisor Loyalty, JD Power Finds — J.D. Power (Business Wire via Yahoo Finance), Jul 9, 2026. https://finance.yahoo.com/technology/ai/articles/ai-adoption-accelerates-driving-financial-110000407.html
17. Stifel CEO Ron Kruszewski: Getting concerned with the financing of the AI build-out — CNBC, Jun 2, 2026. https://www.cnbc.com/video/2026/06/02/stifel-ceo-ron-kruszewski-getting-concerned-with-the-financing-of-the-ai-build-out.html
18. Sage Crosses $100 Million in 2026 Funding with $35 Million Debt Facility from Stifel Bank — Sage (PR Newswire), Jul 8, 2026. https://www.prnewswire.com/news-releases/sage-crosses-100-million-in-2026-funding-with-35-million-debt-facility-from-stifel-bank-302820130.html
19. Kore.ai Secures Strategic Growth Investment from AllianceBernstein to Scale the Next Phase of Agentic Enterprise AI — Kore.ai (Business Wire), Jan 27, 2026. https://www.businesswire.com/news/home/20260127097719/en/Kore.ai-Secures-Strategic-Growth-Investment-from-AllianceBernstein-to-Scale-the-Next-Phase-of-Agentic-Enterprise-AI
20. Outlook 2026: Rewiring Growth — Stifel, Jan 7, 2026. https://stifel.com/Newsletters/AdGraphics/InSight/Outlook/2026/Outlook2026.pdf
21. Stifel Financial Corp. Annual Report on Form 10-K for the fiscal year ended December 31, 2023 — Stifel Financial (SEC filings), Feb 16, 2024. https://www.sec.gov/Archives/edgar/data/720672/000095017024016475/sf-20231231.htm
22. Stifel Financial Corp. Annual Report on Form 10-K for the fiscal year ended December 31, 2024 — Stifel Financial (SEC filings), Feb 26, 2025. https://www.sec.gov/Archives/edgar/data/720672/000095017025027702/sf-20241231.htm
23. Stifel Financial Corp. Quarterly Report on Form 10-Q for the quarter ended June 30, 2026 — Stifel Financial (SEC filings), Aug 5, 2026. https://www.sec.gov/Archives/edgar/data/720672/000119312526333953/sf-20260630.htm
24. 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
25. Stifel 2025 Annual Report — Stifel Financial, Apr 21, 2026. https://www.stifel.com/docs/pdf/investorrelations/annualreports/annual2025.pdf
26. Earnings call transcript: Stifel Financial beats Q2 2025 forecasts as stock rises — Investing.com, Jul 30, 2025. https://investing.com/news/transcripts/earnings-call-transcript-stifel-financial-beats-q2-2025-forecasts-as-stock-rises-93CH-4160780
27. Earnings call transcript: Stifel beats Q2 2026 estimates as profit rises 25% — Investing.com, Jul 22, 2026. https://investing.com/news/transcripts/earnings-call-transcript-stifel-beats-q2-2026-estimates-as-profit-rises-25-93CH-4806439
28. How Stifel built a modern data platform using AWS Glue and an event-driven domain architecture — AWS Big Data Blog, Jul 7, 2025. https://aws.amazon.com/blogs/big-data/how-stifel-built-a-modern-data-platform-using-aws-glue-and-an-event-driven-domain-architecture
29. Stifel CEO 'not comfortable' with AI replacing advisor judgement — InvestmentNews, Apr 23, 2026. https://www.investmentnews.com/independent-broker-dealers/stifel-ceo-not-comfortable-with-ai-replacing-advisor-judgement/266281
30. Stifel CEO Mulls AI Hopes, Concerns Amid Q1 Revenue Jump — WealthManagement.com, Apr 22, 2026. https://wealthmanagement.com/ibd-news/stifel-ceo-mulls-ai-hopes-concerns
31. Stifel Tops JD Power Study for Fourth Straight Year — Stifel Financial, Jul 9, 2026. https://stifel.com/docs/pdf/pressreleases/2026/2026-Stifel-JD-Power-Advisor-Satisfaction-Study.pdf
32. Stifel CEO Ron Kruszewski: We should be looking at companies benefiting from AI, not just those building AI — CNBC, Oct 7, 2026. 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

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