Corporate Model Risk Intake: Algorithmic Trading & Credit Scoring Proposals

Primary Model Developer Name

Developer Employee ID

Quantitative Team Name & Department

Team Composition & Relevant Expertise

Model Official Name/Identifier

Model Version Number

Model Category

Please specify the model category and provide justification for its financial application:

Primary Asset Classes Covered (select all applicable)

Geographic Market Scope & Jurisdictional Footprint

Intended Business Use Case & Strategic Objectives

Expected Annual Trading Volume ($M) or Credit Decisions (Count)

Target Performance Metrics & Economic Value Add (EVA)

Proposed Production Deployment Date

Model Risk Tier (as per internal MRM Framework)

Key Stakeholders & Governance Committee Approvals Required

Primary Algorithmic Approach

Describe the alternative algorithmic approach:

Does the model utilize any Generative AI or Large Language Model components?

Specify the LLM/GenAI model, version, and describe its specific role in the trading/credit decision pipeline:

Model Architecture Description & Component Flow Diagram Summary

Deployment Infrastructure

Is the model deployed in a containerized environment (Docker/Kubernetes)?

Specify container orchestration platform and version:

Comprehensive Data Sources Inventory

Feature Engineering Methodology & Feature Store Implementation

Total Number of Features Used in Production

Are any features considered proxies for protected characteristics?

Identify the features and describe the fairness mitigation strategy applied:

Model Training & Validation Methodology (Walk-Forward, K-Fold, etc.)

Is there a documented MLOps pipeline for CI/CD of model updates?

Describe the CI/CD tools, automated testing gates, and approval workflow:

Explain the manual deployment process and controls to prevent unauthorized changes:

Model Explainability & Interpretability Techniques Implemented

Upload Model Code Repository Snapshot (zip/tar) or Git Commit Hash

Computational Resource Requirements (CPU/GPU/Memory/Latency)

Backtesting Period Start Date

Backtesting Period End Date

Backtesting Methodology & Assumptions (Transaction costs, slippage, market impact)

Stress-Testing Scenarios & Results Summary

Model Performance Metrics Evaluation Across Regimes

Has the model undergone independent bias auditing?

Bias Audit Firm/Internal Team Name:

Fairness & Bias Audit Results Across Protected Dimensions

Statistical Fairness Metrics Achieved (Demographic Parity, Equalized Odds, Calibration)

Are there any sub-populations where model performance significantly degrades?

Identify the sub-population and quantify the performance gap:

Outlier Detection & Anomaly Handling Strategy

Has model drift detection been implemented in production?

Specify drift metrics (PSI, KS statistic), thresholds, and retraining triggers:

Known Model Limitations & Key Assumptions

Upload Comprehensive Backtesting & Stress Test Report (PDF)

Regulatory Framework Mapping & Compliance Status

Data Privacy & Protection Measures Implemented (select all)

Does the model process sensitive personal data (e.g., biometric, health, political opinions)?

Describe the legal basis and enhanced safeguards for processing special category data:

Model Governance & Audit Trail Implementation

Are model outputs explainable to end-users (traders, loan officers, customers)?

Describe the explanation method and user interface for disclosures:

Justify why explainability is not feasible and describe compensating controls:

Cross-Border Model Deployment & Data Residency Considerations

Does the model rely on third-party vendors or external model components?

Third-Party Vendor Risk Assessment

Incident Response & Model Degradation Escalation Protocol

Has a Regulatory Engagement Plan been established for this model?

Summarize the plan for regulatory inquiries, examinations, and reporting:

Upload Compliance Checklist & Legal Opinion (if applicable)

Model Risk Tier Classification (as per MRM Framework)

Has independent model validation been completed?

Provide validation firm/team, date completed, and summary of findings/remediation:

Provide timeline for independent validation and describe interim controls:

Materiality Assessment: Financial & Non-Financial Impact Analysis

Model Risk Control Effectiveness Assessment

Model Limitations & Approved Use Restrictions

Ongoing Monitoring & Reporting Schedule

Are there any outstanding material findings or exceptions?

List each finding, remediation plan, target date, and responsible party:

Model Decommissioning & Sunsetting Criteria

MRM Sign-Off Matrix (All Approvals Required)

I attest that all information provided is accurate and complete to the best of my knowledge

Primary Developer Digital Signature

Form Submission Timestamp