# BMO (U.S.): Responsible AI

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

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

## How does BMO govern AI responsibly?

BMO published a Responsible AI Framework in 2025 built on three principles, building with empathy, managing with integrity and optimizing for trust, and says it embeds governance, accountability and risk management 'throughout the AI lifecycle, from design and development through deployment and monitoring'. Its 2025 annual report describes an AI risk directive setting life-cycle standards for every AI initiative and a Responsible AI Forum that reviews significant ones, with all AI models subject to validation and monitoring. The 2026 proxy circular puts AI strategy under board oversight, with the Risk Review and Audit and Conduct Review committees receiving AI technology-risk reporting, and the March 2026 Code of Conduct limits staff to approved tools such as Microsoft Copilot. For agents, chief AI and quantum officer Kristin Milchanowski said in July 2026 that each one carries a performance evaluation because large language models degrade, and humans take over when it slips. Evident's 2026 index gave BMO the highest available scores for responsible-AI principles, executive engagement and governance integration. Bank of Montreal has also filed a patent application on measuring and reducing machine-learning bias. BMO does not publish model inventories, bias-test results or a U.S.-specific AI governance body. ([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/bmo-earns-top-global-ranking-for-responsible-ai-leadership), [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312525307982/d938207dex992.htm), [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526102176/d63354dex991.htm), [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526105793/d76162dex991.htm), [American Banker](https://americanbanker.com/leaders/how-bmos-chief-ai-officer-looks-at-getting-return-building-trust-in-ai), [BMO (CNW via FT Markets)](https://markets.ft.com/data/announce/full?dockey=600-202610060700CANADANWCANADAPR_C6630-1), [Google Patents (USPTO)](https://patents.google.com/patent/US20250315738A1/en))

## What responsible-AI principles has BMO published?

| Element | What BMO says | Date | Sources |
| --- | --- | --- | --- |
| Responsible AI Framework | Published 2025; core principles of building with empathy, managing with integrity and optimizing for trust | August 24, 2026 (published 2025) | [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/at-bmo-ai-value-starts-and-scales-with-people) |
| Framework attributes cited for Aura | Accountability, reliability, security, explainability, transparency, fairness, privacy and sustainability; underwriters stay responsible for decisions | August 6, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/aura-helping-power-bmos-goal-of-50-faster-underwriting-by-2028) |
| Lifecycle governance | Governance, accountability and risk management embedded from design and development through deployment and monitoring, with human accountability | October 7, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/bmo-earns-top-global-ranking-for-responsible-ai-leadership) |
| Agent guardrails | Every AI deployment anchored by responsible AI principles and risk-management oversight; every agent deployment tied to measurable business value | November 25, 2025 | [BMO](https://bmo.com/en-ca/main/about-bmo/news-insights/blog/bmo-sets-the-standard-for-responsible-ai-agent-adoption) |
| 'Innovation without empathy is empty' | Milchanowski's design principle: teams sit with employees in different roles before building | June 1, 2026 | [American Banker](https://www.americanbanker.com/news/bmos-kristin-milchanowski-is-39-on-the-most-innovative-people-in-finance-ranking) |

## How are AI models and agents controlled at BMO?

| Control | What it is | Source date | Sources |
| --- | --- | --- | --- |
| AI risk directive and Responsible AI Forum | Life-cycle standards for every AI initiative; significant initiatives reviewed by a cross-functional forum; models using AI subject to validation and monitoring | December 4, 2025 | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312525307982/d938207dex992.htm) |
| Board oversight | The board oversees AI strategy; the Risk Review and Audit and Conduct Review committees receive AI technology-risk reporting | March 11, 2026 | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526102176/d63354dex991.htm) |
| Approved-tools rule | Employees may use only BMO-approved AI tools, including Microsoft Copilot and Copilot Chat, under the AI Risk Directive | March 13, 2026 | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526105793/d76162dex991.htm) |
| Agent performance evaluations | Each agent has a performance evaluation that lives with it because large language models degrade over time; humans take over when performance slips | July 9, 2026 | [American Banker](https://americanbanker.com/leaders/how-bmos-chief-ai-officer-looks-at-getting-return-building-trust-in-ai) |
| Explainable decision layer | Recommendations grounded in structured outputs from predictive models, causal inference, business policy and approved data, because LLM reasoning can be hard to validate | July 27, 2026 | [BMO AI Hub](https://ai.bmo.com/our-stories/from-prediction-engines-to-decision-engines-building-an-agentic-decision-intelligence-layer) |
| Employee accountability | AI for All teaches staff that they remain accountable for work product, including data inputs and how a model reaches its recommendation | 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) |
| Bias measurement patent filing | US 2025/0315738 A1 computes fairness metrics on an inferred protected-class dataset and adjusts the model | October 9, 2025 | [Google Patents (USPTO)](https://patents.google.com/patent/US20250315738A1/en) |

## How do outside bodies rate or shape BMO's responsible AI?

Evident's 2026 AI Index gave BMO the highest available scores for responsible-AI principles, executive engagement and the integration of responsible AI into governance and strategy, and ranked it second of 50 banks for reported AI use-case outcomes. These are Evident's assessments, published by BMO. ([BMO (CNW via FT Markets)](https://markets.ft.com/data/announce/full?dockey=600-202610060700CANADANWCANADAPR_C6630-1), [BMO AI Hub](https://ai.bmo.com/our-stories/bmo-earns-top-global-ranking-for-responsible-ai-leadership))

BMO works on governance standards with outside bodies: the Vector Institute partnership, renewed in May 2026, covers responsible AI governance and AI risk management, and in June 2025 BMO joined Citi, Morgan Stanley and RBC in FINOS's vendor-neutral AI controls work. ([BMO](https://newsroom.bmo.com/2026-05-28-BMO-Renews-Five-Year-Partnership-with-Vector-Institute-to-Advance-Responsible-AI), [Banking Dive](https://www.bankingdive.com/news/banks-cloud-providers-ai-governance-standards-finos-citi-morgan-stanley-rbc-bmo/751698/))

What is not published: a model inventory, bias or fairness test results, incident counts, or a governance body specific to BMO Bank, N.A.; the U.S. bank operates under the group directive. ([Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312525307982/d938207dex992.htm), [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526102176/d63354dex991.htm))

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

| Date | Move | Detail | Sources |
| --- | --- | --- | --- |
| Oct 6, 2026 | Evident AI Index 2026: top 20 overall, #2 for AI outcomes | Highest available scores for Responsible AI principles and governance; #2 of 50 banks for reported use-case outcomes. | [BMO (CNW via FT Markets)](https://markets.ft.com/data/announce/full?dockey=600-202610060700CANADANWCANADAPR_C6630-1) |
| Jul 9, 2026 | Milchanowski on agent governance | Says every agent gets a performance evaluation that lives with it, because large language models degrade over time; humans take over when it slips. | [American Banker](https://americanbanker.com/leaders/how-bmos-chief-ai-officer-looks-at-getting-return-building-trust-in-ai) |
| Mar 13, 2026 | Code of Conduct: approved AI tools only | Employees must use BMO-approved AI tools, including Microsoft Copilot and Copilot Chat, under the AI Risk Directive. | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526105793/d76162dex991.htm) |
| Mar 11, 2026 | Proxy circular: board oversight of AI | The board oversees strategic planning for AI; the Risk Review and Audit and Conduct Review committees receive reporting on AI-related technology risks. | [Bank of Montreal (SEC filing)](https://www.sec.gov/Archives/edgar/data/927971/000119312526102176/d63354dex991.htm) |
| 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) |
| Oct 23, 2025 | Evident AI Index 2025: joint #1 for AI talent development | BMO climbed five places overall; Mona Malone and Kristin Milchanowski cite AI for All, Pluralsight learning and the Destination Digital sprint. | [BMO](https://newsroom.bmo.com/2025-10-23-BMO-Earns-Top-Recognition-for-AI-Talent-Development-in-Global-Banking) |

## Common questions

### What are BMO's responsible AI principles?

BMO's Responsible AI Framework, published in 2025, rests on three principles: building with empathy, managing with integrity and optimizing for trust. Its Aura agent story lists the framework's attributes as accountability, reliability, security, explainability, transparency, fairness, privacy and sustainability, with human underwriters accountable for lending decisions.

### Who oversees AI risk at BMO?

The board oversees AI strategy, and its Risk Review and Audit and Conduct Review committees receive AI technology-risk reporting, per the 2026 proxy circular. Management applies an AI risk directive with a cross-functional Responsible AI Forum for significant initiatives, and chief AI and quantum officer Kristin Milchanowski is charged with responsible governance across the enterprise.

### How does BMO govern AI agents?

BMO says every agent deployment is anchored by its responsible-AI principles and risk-management oversight and tied to measurable business value. Milchanowski told American Banker in July 2026 that each agent carries a performance evaluation because large language models degrade, with humans taking over when quality slips; Aura's credit drafts are reviewed by underwriters.

### How did BMO score on responsible AI in the Evident index?

In the 2026 Evident AI Index, announced by BMO on October 6, 2026, BMO received the highest available scores for responsible-AI principles, executive engagement and the integration of responsible AI into governance and strategy, and ranked second of 50 banks for reported AI use-case outcomes.
## Deeper on BMO

- [What is BMO's AI strategy, and how does it reach the U.S. bank?](https://www.bankingnewsai.com/banks/bmo-us/ai-strategy)
- [What AI research, patents and partnerships does BMO have?](https://www.bankingnewsai.com/banks/bmo-us/ai-research-patents-partnerships)
- [How is BMO training and organizing its workforce for AI?](https://www.bankingnewsai.com/banks/bmo-us/ai-workforce)


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