# BMO (U.S.): AI strategy and technology vision

Source: https://www.bankingnewsai.com/banks/bmo-us/ai-strategy
Last updated: Oct 16, 2026

*Part of the [BMO (U.S.) AI strategy profile](https://www.bankingnewsai.com/banks/bmo-us).*

## What is BMO's AI strategy, and how does it reach the U.S. bank?

BMO sets AI strategy at group level in Toronto and applies it in the U.S. bank, which management treats as the growth engine. At the March 26, 2026 Investor Day, CEO Darryl White said agentic AI is already 'being embedded in client services and credit decisioning'; the deck targets more than $1 billion of pre-provision pre-tax profit from AI by fiscal 2030, counts 2,000-plus developers using AI with a 20-30% productivity goal and about 10 million employee prompts, and lists the U.S. Banking tools: the AIM lead engine (18,000-plus commercial leads since May 2025), the Nova and Lexi policy chatbots, and ARM and Aura for credit reviews. In April 2026 BMO created the Institute for Applied AI & Quantum under chief AI and quantum officer Kristin Milchanowski, who tracks 'decision velocity' rather than pilots, prompts or licenses. Aura, launched in 2026, is the first agent in a plan to make commercial underwriting 50% faster by 2028. The CFO restated the C$1 billion-by-2030 target in September 2026, with benefits weighted to efficiency. In the U.S., Brent Reston became chief digital officer for U.S. Banking in August 2026. On jobs, Milchanowski calls AI-driven layoffs 'lazy' and says BMO can grow while keeping headcount level. BMO does not publish a separate U.S. AI budget. ([BMO Financial Group (investor relations)](https://www.bmo.com/pdf/2026BMOInvestoDayTranscript.pdf), [BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf), [BMO](https://newsroom.bmo.com/2026-04-09-BMO-Establishes-Institute-for-Applied-Artificial-Intelligence-Quantum), [BMO](https://bmo.com/en-us/main/about-bmo/news-insights/blog/how-to-shift-your-workforce-from-ai-experimentation-to-adoption), [BMO AI Hub](https://ai.bmo.com/our-stories/aura-helping-power-bmos-goal-of-50-faster-underwriting-by-2028), [MarketBeat (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-sees-loan-demand-surge-020206941.html), [American Banker](https://www.americanbanker.com/list/bmo-financial-names-brent-reston-chief-digital-officer), [American Banker](https://www.americanbanker.com/news/its-lazy-bmos-milchanowski-on-ai-related-layoffs))

## What have BMO's executives said about AI, and when?

| Who | What they said | Where | Date | Sources |
| --- | --- | --- | --- | --- |
| Kristin Milchanowski, chief AI and data officer | 'There's a real need to scale AI agents responsibly'; BMO is piloting agents that assist wealth clients and help bankers find policies | BMO blog | November 25, 2025 | [BMO](https://bmo.com/en-ca/main/about-bmo/news-insights/blog/bmo-sets-the-standard-for-responsible-ai-agent-adoption) |
| Darryl White, CEO | Agentic AI is 'being embedded in client services and credit decisioning, and it's expanding rapidly across the functions' | Investor Day | March 26, 2026 | [BMO Financial Group (investor relations)](https://www.bmo.com/pdf/2026BMOInvestoDayTranscript.pdf) |
| Tony Sciarrino, head of the U.S. commercial bank | U.S. clients show 'a clear shift from wait-and-see to disciplined execution' on AI | BMO Business Outlook (U.S.) | March 18, 2026 | [BMO (U.S. newsroom)](https://usnewsroom.bmo.com/2026-03-18-BMO-Business-Outlook-U-S-Companies-Prioritize-AI-and-Capital-Discipline-Amid-Current-Economic-Conditions) |
| Steve Tennyson, chief technology and operations officer | The new Institute will turn leading-edge technologies into value while keeping the discipline to manage risk at scale | Institute launch | April 9, 2026 | [BMO](https://newsroom.bmo.com/2026-04-09-BMO-Establishes-Institute-for-Applied-Artificial-Intelligence-Quantum) |
| Darryl White | 'By integrating AI across our business, we're personalizing client experiences, augmenting our teams with deeper insights, and automating' support | Global Finance award release | June 18, 2026 | [BMO](https://newsroom.bmo.com/2026-06-18-BMO-Named-Best-Bank-in-North-America,-Western-U-S-and-Transaction-Banking-in-North-America-by-Global-Finance) |
| Kristin Milchanowski | BMO measures 'decision velocity', not 'the number of pilots or prompts or licenses'; experimentation 'had to be tied to a business outcome' | The Logic, republished by BMO | August 24, 2026 | [BMO](https://bmo.com/en-us/main/about-bmo/news-insights/blog/how-to-shift-your-workforce-from-ai-experimentation-to-adoption) |
| Sharon Haward-Laird, group head | 'Today, 95% of our teams use AI daily'; Aura is the first agent toward 50% faster underwriting by 2028 | BMO AI Hub | August 6, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/aura-helping-power-bmos-goal-of-50-faster-underwriting-by-2028) |
| Darryl White | AI is 'already creating significant value'; Lumi raised new-employee productivity 17% | Q3 fiscal 2026 call | August 25, 2026 | [Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-bmo-q3-2026-earnings-174320317.html) |
| Lovell Hodge, head of AI, BMO Wealth | Progress will come from specialized, continuous-learning systems rather than only from larger foundation models | Nrth Festival | September 29, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/bmo-leaders-explore-ais-next-frontier-at-nrth-festival-2026) |

## What AI targets has BMO set?

| Target | Value | Stated | Sources |
| --- | --- | --- | --- |
| Profit from AI initiatives (group) | More than $1 billion pre-provision pre-tax by fiscal 2030; restated by the CFO as C$1 billion, weighted to efficiency for now | March 26, 2026; September 22, 2026 | [BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf), [MarketBeat (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-sees-loan-demand-surge-020206941.html) |
| Commercial underwriting speed | About 50% faster by 2028; 70% of commercial processes AI-powered by fiscal 2028 | August 6, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/aura-helping-power-bmos-goal-of-50-faster-underwriting-by-2028) |
| Developer productivity | 2,000-plus developers using AI, 20-30% productivity target | March 26, 2026 | [BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf) |
| Employee adoption | Above 96% of employees | April 24, 2026 | [BMO](https://newsroom.bmo.com/2026-04-24-BMO-Launches-Return-on-Intelligence-Podcast-AI,-Quantum,-and-the-New-Rules-of-Decision-Making) |
| Return on equity | 15%-plus by 2028, resting on the U.S. business and more AI | March 26, 2026 | [Yahoo Finance Canada](https://finance.yahoo.com/news/bmo-aims-increase-business-u-200703810.html) |
| U.S. commercial leads | 18,000-plus tailored leads and offers from the AIM engine since its May 2025 launch | March 26, 2026 | [BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf), [BMO AI Hub](https://ai.bmo.com/our-stories/next-best-offer-turning-data-into-timely-client-conversations) |

## How does BMO's AI strategy show up in the U.S. bank?

The U.S. Banking slide of the Investor Day deck is the most specific U.S. disclosure: AIM for commercial prospecting, Nova and Lexi giving frontline staff self-serve access to 1,000-plus policy documents, and ARM and Aura for portfolio monitoring, annual reviews and memo drafting. In Q3 fiscal 2026 U.S. Banking net income rose 9% with expenses up 3%, 'largely funded by efficiency improvements'. ([BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf), [Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-bmo-q3-2026-earnings-174320317.html))

The architecture BMO describes for its next phase layers a causal-inference model and an agent on top of existing predictive models, so the output is a recommended action with its evidence rather than a score; its worked example is client attrition. ([BMO AI Hub](https://ai.bmo.com/our-stories/from-prediction-engines-to-decision-engines-building-an-agentic-decision-intelligence-layer))

U.S. leadership for digital and AI is Brent Reston, inaugural chief digital officer for U.S. Banking from August 17, 2026, reporting to BMO U.S. president Aron Levine. BMO has not named a separate U.S. chief AI officer, and BMO Financial Corp. CEO Darrel Hackett has made no public AI remarks beyond group communications. ([American Banker](https://www.americanbanker.com/list/bmo-financial-names-brent-reston-chief-digital-officer), [BMO](https://newsroom.bmo.com/2025-06-05-BMO-Financial-Group-Announces-Executive-Appointments))

## What does the BMO profile record on this topic?

| Date | Move | Detail | Sources |
| --- | --- | --- | --- |
| Sep 22, 2026 | C$1 billion a year from AI by 2030 | CFO reiterates the pre-provision, pre-tax income target for AI initiatives; benefits weighted to efficiency for now. | [MarketBeat (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-sees-loan-demand-surge-020206941.html) |
| Aug 25, 2026 | Q3 call: U.S. Banking results with AI-funded efficiency | U.S. Banking net income up 9%, ROE 9.8%, ROTCE 17.3%; expenses up 3%, largely funded by efficiency gains; SmartDecision gives insurance decisions in as little as 10 seconds against an industry 28 business days or more. | [Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-bmo-q3-2026-earnings-174320317.html) |
| Aug 25, 2026 | Q3 2026 call: personalise, augment, automate | CEO says AI is 'already creating significant value'; Lumi raised new-employee productivity by 17% and is being extended to client conversations. | [Motley Fool (Yahoo Finance)](https://finance.yahoo.com/markets/stocks/articles/bmo-bmo-q3-2026-earnings-174320317.html) |
| Aug 21, 2026 | Brent Reston named chief digital officer for U.S. Banking | Inaugural chief digital officer for U.S. banking; started August 17, 2026 and reports to Aron Levine. | [American Banker](https://www.americanbanker.com/list/bmo-financial-names-brent-reston-chief-digital-officer) |
| Aug 6, 2026 | Aura: 50% faster underwriting by 2028 | First agent in the commercial-credit transformation, with human review. | [BMO AI Hub](https://ai.bmo.com/our-stories/aura-helping-power-bmos-goal-of-50-faster-underwriting-by-2028) |
| Jun 17, 2026 | 'It's lazy': AI layoffs rejected | BMO will grow while keeping headcount level, using AI. | [American Banker](https://www.americanbanker.com/news/its-lazy-bmos-milchanowski-on-ai-related-layoffs) |
| May 27, 2026 | Q2 2026 results: 'human- and AI-powered client experiences' | CEO ties the quarter to the AI strategy and the new institute. | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000092797126000088/q22026earningsrelease.htm) |
| Apr 9, 2026 | Institute for Applied AI & Quantum established | Milchanowski appointed Chief AI & Quantum Officer; adoption above 96%. | [BMO](https://newsroom.bmo.com/2026-04-09-BMO-Establishes-Institute-for-Applied-Artificial-Intelligence-Quantum), [Banking Dive](https://www.bankingdive.com/news/bmo-launches-ai-quantum-computing-institute/817076/) |
| Mar 26, 2026 | Investor Day AI scorecard | Deck: 2,000+ developers targeting 20-30% productivity, about 10 million employee prompts, $1B+ PPPT by fiscal 2030; U.S. Banking slide lists AIM, Nova, Lexi, ARM and Aura. Darryl White: agentic AI is embedded in client services and credit decisioning. | [BMO Financial Group (investor relations)](https://www.bmo.com/ir/files/pdfs/BMOInvestorDayPresentation.pdf), [BMO Financial Group (investor relations)](https://www.bmo.com/pdf/2026BMOInvestoDayTranscript.pdf) |
| Mar 26, 2026 | Investor Day: AI in the plan to lift U.S. returns | 15%-plus ROE goal rests on the US business and more AI; AI cut false AML alerts by about 10% and adverse-media searches from 180 to 20 minutes. | [Yahoo Finance Canada](https://finance.yahoo.com/news/bmo-aims-increase-business-u-200703810.html) |
| Dec 4, 2025 | 2025 annual report: AI risk directive and first in-house agentic application | An AI risk directive and a Responsible AI Forum that reviews significant AI initiatives; Capital Markets launched its first in-house agentic AI application, analysing historical underwritten loans for bankers; US personal, commercial and wealth businesses unified as U.S. Banking. | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312525307982/d938207dex992.htm) |
| Jun 24, 2025 | Lumi Assistant introduced | Instant access to 8,000-plus policies and procedures for Canadian P&BB teams. | [BMO](https://www.bmo.com/en-ca/main/about-bmo/news-insights/blog/meet-lumi-assistant-bmos-award-winning-ai-tool-empowering-team-bmo) |

## Common questions

### What is BMO's AI target?

At its March 26, 2026 Investor Day BMO set a goal of more than $1 billion of pre-provision pre-tax profit from AI initiatives by fiscal 2030, which the CFO restated in September 2026 as C$1 billion with benefits weighted to efficiency for now. Separately, Aura is meant to help make commercial underwriting about 50% faster by 2028.

### Who leads AI strategy at BMO?

Dr. Kristin Milchanowski, chief AI and quantum officer since April 6, 2026 and founding director of the BMO Institute for Applied AI & Quantum, leads enterprise AI from Toronto. Steve Tennyson is chief technology and operations officer. In the U.S., Brent Reston has been chief digital officer for U.S. Banking since August 2026, reporting to BMO U.S. president Aron Levine.

### Does BMO plan AI layoffs?

No, by its own account. Milchanowski told American Banker in June 2026 that using AI as a reason for layoffs is 'lazy', and BMO says it can grow while keeping headcount level. Chief HR officer Mona Malone frames AI as 'a way of getting work done', not the workforce.

### What AI tools does BMO's U.S. bank use?

The U.S. Banking section of the 2026 Investor Day deck lists AIM, an AI lead engine that produced 18,000-plus tailored commercial leads and offers since May 2025; Nova and Lexi, chatbots over 1,000-plus policy documents; and ARM and Aura for portfolio monitoring, annual reviews and credit memo drafting. Group tools such as Microsoft Copilot are also approved.
## Deeper on BMO

- [What AI research, patents and partnerships does BMO have?](https://www.bankingnewsai.com/banks/bmo-us/ai-research-patents-partnerships)
- [How does BMO govern AI responsibly?](https://www.bankingnewsai.com/banks/bmo-us/responsible-ai)
- [How is BMO training and organizing its workforce for AI?](https://www.bankingnewsai.com/banks/bmo-us/ai-workforce)


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