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Advanced Model Risk USA Event
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Day One | March 2 Day Two | March 3

Day Two | March 3

Here is the latest edition of the agenda. As we approach the event, we will be adding speakers and sessions to enhance your experience. To stay informed, please register your interest

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8:00
Breakfast and Networking
8:50
Chair’s Opening Remarks
9:00
AI WITHIN THE MODEL RISK FRAMEWORK – PANEL DISCUSSION
Establishing clear governance boundaries
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Key topics

  • Assessing risk ownership when a model is embedded inside a wider system
  • Distinguishing AI models from analytical tools and applications
  • Establishing governance structures for AI decision-making
  • Classifying GenAI and agentic systems consistently
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Chris Smigielski,Model Risk Management Director,Arvest Bank

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William Longstreth,Director, Model Validation Head,MUFG

9:50
VALIDATING AI SYSTEMS
Creating assurance for increasingly dynamic technologies
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Key topics

  • Evaluating reliability, consistency and reproducibility for AI outputs
  • Assessing agent behaviour across dynamic workflows
  • Establishing testing methodologies for evolving AI systems
  • Creating evidence supporting trustworthy AI deployment
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William Longstreth,Director, Model Validation Head,MUFG

10:25
AI LIFECYCLE MONITORING
Maintaining oversight after deployment
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Key topics

  • Detecting model drift and changing performance characteristics
  • Monitoring agent behaviour in production environments
  • Establishing continuous assurance capabilities
  • Defining escalation processes for emerging AI risks
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Ali Joukar,SVP Model Risk Management,Citi

11:00
Morning Networking Break
11:30
STRENGTHENING DATA GOVERNANCE FOR AI
Managing data quality across evolving ecosystems
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Key topics

  • Governing alternative and synthetic data sources
  • Establishing robust data lineage practices
  • Managing transaction-level, alternative and rental data used in AI models
  • Managing fairness, transparency and data quality
12:05
SCALING AI OVERSIGHT – FIRESIDE CHAT
Managing expanding AI inventories efficiently
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Key topics

  • Leveraging automation to support governance activities
  • Streamlining review processes for large AI inventories
  • Implementing governance technology and workflow tools
  • Increasing oversight capability without proportional headcount growth
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Christophe Rougeux,Head of AI Risk Management,TD Bank

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Arnold Pashi,Senior Director, Head of Model Governance,First Citizens Bank

12:55
Lunch Break

ROUNDTABLE
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Translating Operational Resilience into Board-Level Risk Appetite
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Ron Eisenberg,Head of Operational Risk,Citibank Canada

ROUNDTABLE
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Breaking Down Silos Between the First and Second Line
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Matthew Moore,Director, Operational Risk,Barclays

ROUNDTABLE
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Exploring Third-Party Dependency and Concentration Risk
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Phil Gledhill,Supervising Examiner, Operational Risk and Resilience,Federal Reserve Bank of New York

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Sandeep Maira,Former Head, Enterprise Risk, Compliance and Reg Technology,BNY Mellon

1:55
VENDOR MODELS AND BLACK-BOX RISK
Strengthening assurance despite limited transparency
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Key topics

  • Challenging proprietary model methodologies independently
  • Establishing third-party validation approaches
  • Balancing vendor confidentiality with regulatory expectations
  • Monitoring third-party and fourth-party AI risks
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Tarun Joshi,Head of Enterprise GenAI & Agentic AI Model Risk Management,Wells Fargo

2:30
EFFECTIVE CHALLENGE IN PRACTICE – PANEL DISCUSSION
Moving beyond validation to influence model outcomes
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Key topics

  • Balancing constructive engagement with effective oversight
  • Building credibility with first-line model developers
  • Applying challenge proportionately in a risk-based environment
  • Measuring whether challenge is improving decisions
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Sumit Gupta,Quantitative Risk Model Development Lead,Citi

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Riten Dixit,Head of Financial Risk Management,Federal Home Loan Bank of Cincinnati

3:20
 Afternoon Networking Break
3:50
MODEL RISK AT THE EDGES: WHERE FRAUD, PRIVACY AND CYBER CONVERGE
Understanding risks that extend beyond traditional MRM
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Key topics

  • Models as an attack surface: adversarial manipulation, IP theft and data poisoning
  • Understanding the overlap between model risk, fraud risk and cyber risk
  • Managing privacy, transparency and explainability obligations
  • Monitoring vulnerabilities across AI deployment environments
  • Defining where system risk extends beyond traditional model risk frameworks
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Lee Medoff,Head of Model Management,Fifth Third Bank

4:25
Beyond Guardrails: Building Control Into the Model
How the next generation of AI is being designed for explainability and control
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Key topics

  • How language models represent language, and what that means for explaining a decision
  • The spectrum of controls in use today, and what each is and isn’t designed to do
  • Designing control into the architecture: concepts over tokens, governance inside generation
  • A practical lens for evaluating AI systems within a model risk framework

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Joe Breeden,Chair,Model Risk Managers’ International Association

5:00
 Chair’s Closing Remarks
Day One | March 2 Day Two | March 3
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