SlideShare a Scribd company logo
1 of 5
Download to read offline
© Oliver Wyman
Models:
Risk, Controls and Governance Panel Discussion
June 25, 2015
1© Oliver Wyman 1
Mrinal Raghupathi, Ph.D
• Lead Quantitative Analyst, USAA, San Antonio, TX
• Responsibilities: Leads the validation of models for USAA's Life, P&C and Asset
Management companies
Nicholas Benoit
• Actuarial Associate at American National Insurance Company, Galveston, TX
• Responsibilities: Steward for American National’s financial models
Guillaume Briere-Giroux, FSA, MAAA, CFA
• Principal and Office Leader at Actuarial Practice of Oliver Wyman, Hartford, CT
• Responsibilities: Delivery of consulting services to life insurers and financial institutions
Today’s panel:
22© Oliver Wyman
Model risk is “hot” and multifaceted
Interactive panel
33© Oliver Wyman
Resources
• ASB Exposure Draft on Modeling and Existing ASOPs (e.g., ASOP No. 7, ASOP No.
23, ASOP No. 41, ASOP No. 46)
• North American CRO Council: Model Validation Principles Applied to Risk and
Capital Models in the Insurance Industry
• Office of the Comptroller of the Currency (OCC) and the Federal Reserve Board:
Supervisory Guidance on Model Risk Management (SR 11-7 / OCC 2011-12).
• Solvency II Internal Model Approval Process
1 Actuaries should consider other ASOPs that may also apply
44© Oliver Wyman
Takeaways
1 Purpose
2 Expertise
3 Rigor
4 Documentation

More Related Content

What's hot

Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014
Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014
Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014Guillaume Briere-Giroux
 
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...Guillaume Briere-Giroux
 
Unique Challenges of Modeling Variable Annuities
Unique Challenges of Modeling Variable AnnuitiesUnique Challenges of Modeling Variable Annuities
Unique Challenges of Modeling Variable AnnuitiesGuillaume Briere-Giroux
 
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...Guillaume Briere-Giroux
 
Val Act 2015 - Upcoming Developments in Annuity Valuation
Val Act 2015 - Upcoming Developments in Annuity ValuationVal Act 2015 - Upcoming Developments in Annuity Valuation
Val Act 2015 - Upcoming Developments in Annuity ValuationGuillaume Briere-Giroux
 
Integrating Predictive Analytics in Assumption Setting
Integrating Predictive Analytics in Assumption SettingIntegrating Predictive Analytics in Assumption Setting
Integrating Predictive Analytics in Assumption SettingGuillaume Briere-Giroux
 
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)Guillaume Briere-Giroux
 
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...Guillaume Briere-Giroux
 
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014Guillaume Briere-Giroux
 
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...Guillaume Briere-Giroux
 
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market Trends
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market TrendsACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market Trends
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market TrendsGuillaume Briere-Giroux
 
Assumption Setting for VM-21 - Credibility and Professional Resources
Assumption Setting for VM-21 - Credibility and Professional ResourcesAssumption Setting for VM-21 - Credibility and Professional Resources
Assumption Setting for VM-21 - Credibility and Professional ResourcesGuillaume Briere-Giroux
 
CFO Network – Business valuation
CFO Network – Business valuationCFO Network – Business valuation
CFO Network – Business valuationAzure Group
 
ICICI Prudential Mutual Funds - Credit Risk Management, Credit Rating & Sche...
ICICI Prudential Mutual Funds -  Credit Risk Management, Credit Rating & Sche...ICICI Prudential Mutual Funds -  Credit Risk Management, Credit Rating & Sche...
ICICI Prudential Mutual Funds - Credit Risk Management, Credit Rating & Sche...iciciprumf
 
Credit Rating & Scheme Category Breakup of Fixed Income Schemes
Credit Rating & Scheme Category Breakup of Fixed Income SchemesCredit Rating & Scheme Category Breakup of Fixed Income Schemes
Credit Rating & Scheme Category Breakup of Fixed Income Schemesiciciprumf
 
Insurance Market Briefing Europe- EMEA Overview
Insurance Market Briefing Europe- EMEA OverviewInsurance Market Briefing Europe- EMEA Overview
Insurance Market Briefing Europe- EMEA OverviewA.M. Best Company
 
Debt Trends in the Capital Structure of European Insurers
Debt Trends in the Capital Structure of European InsurersDebt Trends in the Capital Structure of European Insurers
Debt Trends in the Capital Structure of European InsurersA.M. Best Company
 

What's hot (20)

Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014
Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014
Oliver Wyman Modeling Managing and Pricing of Living Benefit Risks May 2014
 
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...
Oliver Wyman Integrating Predictive Analytics in Assumption Setting - 2014 SO...
 
Unique Challenges of Modeling Variable Annuities
Unique Challenges of Modeling Variable AnnuitiesUnique Challenges of Modeling Variable Annuities
Unique Challenges of Modeling Variable Annuities
 
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...
Oliver Wyman Indexed Product Deep Dive Financial Reporting 2015 SOA Annual Me...
 
Val Act 2015 - Upcoming Developments in Annuity Valuation
Val Act 2015 - Upcoming Developments in Annuity ValuationVal Act 2015 - Upcoming Developments in Annuity Valuation
Val Act 2015 - Upcoming Developments in Annuity Valuation
 
Integrating Predictive Analytics in Assumption Setting
Integrating Predictive Analytics in Assumption SettingIntegrating Predictive Analytics in Assumption Setting
Integrating Predictive Analytics in Assumption Setting
 
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)
Val Act 2015 - Upcoming Developments in Annuity Valuation (with Polling Results)
 
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...
2019 Valuation Actuary Symposium Session 58 Assumptions Setting under VM-21 0...
 
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014
Oliver Wyman Annuity Market Update Hartford Actuarial Club May 2014
 
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...
Oliver Wyman Indexed Annuity Risk Management Strategies - 2014 SOA Annual Mee...
 
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market Trends
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market TrendsACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market Trends
ACHS Spring 2019 Long Duration GAAP Targeted Improvements - Market Trends
 
Hybrid Annuities - A Growth Story
Hybrid Annuities - A Growth StoryHybrid Annuities - A Growth Story
Hybrid Annuities - A Growth Story
 
Assumption Setting for VM-21 - Credibility and Professional Resources
Assumption Setting for VM-21 - Credibility and Professional ResourcesAssumption Setting for VM-21 - Credibility and Professional Resources
Assumption Setting for VM-21 - Credibility and Professional Resources
 
CFO Network – Business valuation
CFO Network – Business valuationCFO Network – Business valuation
CFO Network – Business valuation
 
ICICI Prudential Mutual Funds - Credit Risk Management, Credit Rating & Sche...
ICICI Prudential Mutual Funds -  Credit Risk Management, Credit Rating & Sche...ICICI Prudential Mutual Funds -  Credit Risk Management, Credit Rating & Sche...
ICICI Prudential Mutual Funds - Credit Risk Management, Credit Rating & Sche...
 
Credit Rating & Scheme Category Breakup of Fixed Income Schemes
Credit Rating & Scheme Category Breakup of Fixed Income SchemesCredit Rating & Scheme Category Breakup of Fixed Income Schemes
Credit Rating & Scheme Category Breakup of Fixed Income Schemes
 
Insurance Market Briefing Europe- EMEA Overview
Insurance Market Briefing Europe- EMEA OverviewInsurance Market Briefing Europe- EMEA Overview
Insurance Market Briefing Europe- EMEA Overview
 
Debt Trends in the Capital Structure of European Insurers
Debt Trends in the Capital Structure of European InsurersDebt Trends in the Capital Structure of European Insurers
Debt Trends in the Capital Structure of European Insurers
 
List of risks
List of risksList of risks
List of risks
 
The need risk
The need  riskThe need  risk
The need risk
 

Viewers also liked

Credit Risk In Commercial Real Estate Structured Financing
Credit Risk In Commercial Real Estate Structured FinancingCredit Risk In Commercial Real Estate Structured Financing
Credit Risk In Commercial Real Estate Structured Financingvianney_debellut
 
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...Jonathan Harris
 
Model Risk for Pricing and Risk Models in Finance
Model Risk for Pricing and Risk Models in FinanceModel Risk for Pricing and Risk Models in Finance
Model Risk for Pricing and Risk Models in FinanceHäner Consulting
 
Core deposits 2013 am ifs april 2013_fp
Core deposits 2013 am ifs april 2013_fpCore deposits 2013 am ifs april 2013_fp
Core deposits 2013 am ifs april 2013_fpBank Risk Advisors
 
Core deposit interest rate modeling change
Core deposit interest rate   modeling changeCore deposit interest rate   modeling change
Core deposit interest rate modeling changeLaura Roberts, Ph.D.
 
MRM: PwC Top Issues
MRM:  PwC Top Issues  MRM:  PwC Top Issues
MRM: PwC Top Issues PwC
 
An Introduction to non-Maturity Deposit Rate and Balance Modeling
An Introduction to non-Maturity Deposit Rate and Balance ModelingAn Introduction to non-Maturity Deposit Rate and Balance Modeling
An Introduction to non-Maturity Deposit Rate and Balance ModelingRoderick Powell, FRM
 
CECL_Historical_Loss_Misconceptions_Whitepaper
CECL_Historical_Loss_Misconceptions_WhitepaperCECL_Historical_Loss_Misconceptions_Whitepaper
CECL_Historical_Loss_Misconceptions_WhitepaperBrandon Russell
 
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...QuantUniversity
 
James Okarimia Basel II Pillar1 Analytics - Covering Credit, Market,and Ope...
James Okarimia  Basel II Pillar1 Analytics -  Covering Credit, Market,and Ope...James Okarimia  Basel II Pillar1 Analytics -  Covering Credit, Market,and Ope...
James Okarimia Basel II Pillar1 Analytics - Covering Credit, Market,and Ope...JAMES OKARIMIA
 
Core deposits sensitivity and survival analysis
Core deposits sensitivity and survival analysisCore deposits sensitivity and survival analysis
Core deposits sensitivity and survival analysisLaura Roberts, Ph.D.
 
Model Risk Management : Best Practices
Model Risk Management : Best PracticesModel Risk Management : Best Practices
Model Risk Management : Best PracticesQuantUniversity
 
Interest Rate Risk
Interest Rate Risk Interest Rate Risk
Interest Rate Risk nikatmalik
 
Management of interest rate risk
Management of interest rate riskManagement of interest rate risk
Management of interest rate riskSonam Basia
 

Viewers also liked (20)

Tibil Capabilities
Tibil CapabilitiesTibil Capabilities
Tibil Capabilities
 
Credit Risk In Commercial Real Estate Structured Financing
Credit Risk In Commercial Real Estate Structured FinancingCredit Risk In Commercial Real Estate Structured Financing
Credit Risk In Commercial Real Estate Structured Financing
 
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...
Model Performance Monitoring and Back-Testing as a Business and Risk Manageme...
 
Model Risk for Pricing and Risk Models in Finance
Model Risk for Pricing and Risk Models in FinanceModel Risk for Pricing and Risk Models in Finance
Model Risk for Pricing and Risk Models in Finance
 
Core deposits 2013 am ifs april 2013_fp
Core deposits 2013 am ifs april 2013_fpCore deposits 2013 am ifs april 2013_fp
Core deposits 2013 am ifs april 2013_fp
 
Core deposit interest rate modeling change
Core deposit interest rate   modeling changeCore deposit interest rate   modeling change
Core deposit interest rate modeling change
 
MRM: PwC Top Issues
MRM:  PwC Top Issues  MRM:  PwC Top Issues
MRM: PwC Top Issues
 
An Introduction to non-Maturity Deposit Rate and Balance Modeling
An Introduction to non-Maturity Deposit Rate and Balance ModelingAn Introduction to non-Maturity Deposit Rate and Balance Modeling
An Introduction to non-Maturity Deposit Rate and Balance Modeling
 
CECL_Historical_Loss_Misconceptions_Whitepaper
CECL_Historical_Loss_Misconceptions_WhitepaperCECL_Historical_Loss_Misconceptions_Whitepaper
CECL_Historical_Loss_Misconceptions_Whitepaper
 
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...
 
Risk management
Risk managementRisk management
Risk management
 
James Okarimia Basel II Pillar1 Analytics - Covering Credit, Market,and Ope...
James Okarimia  Basel II Pillar1 Analytics -  Covering Credit, Market,and Ope...James Okarimia  Basel II Pillar1 Analytics -  Covering Credit, Market,and Ope...
James Okarimia Basel II Pillar1 Analytics - Covering Credit, Market,and Ope...
 
Core deposits sensitivity and survival analysis
Core deposits sensitivity and survival analysisCore deposits sensitivity and survival analysis
Core deposits sensitivity and survival analysis
 
Model Risk Management : Best Practices
Model Risk Management : Best PracticesModel Risk Management : Best Practices
Model Risk Management : Best Practices
 
Interest Rate Risk
Interest Rate Risk Interest Rate Risk
Interest Rate Risk
 
Interest rate risk management
Interest rate risk managementInterest rate risk management
Interest rate risk management
 
Core Deposit Modeling 2011
Core Deposit Modeling 2011Core Deposit Modeling 2011
Core Deposit Modeling 2011
 
Duration model
Duration modelDuration model
Duration model
 
Management of interest rate risk
Management of interest rate riskManagement of interest rate risk
Management of interest rate risk
 
INTEREST RATE RISK
INTEREST RATE RISK INTEREST RATE RISK
INTEREST RATE RISK
 

Similar to ACSW Model Risk June 2015

GraysonComments.ppt
GraysonComments.pptGraysonComments.ppt
GraysonComments.pptssuser90fc72
 
Risk Management Policies - Canada - Outlook - Risks and Threats
Risk Management Policies - Canada - Outlook - Risks and ThreatsRisk Management Policies - Canada - Outlook - Risks and Threats
Risk Management Policies - Canada - Outlook - Risks and Threatspaul young cpa, cga
 
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...Alex Hovi
 
Forum for Financial Institution Directors: How Do Directors Prepare for the W...
Forum for Financial Institution Directors: How Do Directors Prepare for the W...Forum for Financial Institution Directors: How Do Directors Prepare for the W...
Forum for Financial Institution Directors: How Do Directors Prepare for the W...Winston & Strawn LLP
 
How Prepared Is Your Bank for an Appraisal Compliance Audit?
How Prepared Is Your Bank for an Appraisal Compliance Audit?How Prepared Is Your Bank for an Appraisal Compliance Audit?
How Prepared Is Your Bank for an Appraisal Compliance Audit?EDR
 
BF CV 12-17-16
BF CV 12-17-16BF CV 12-17-16
BF CV 12-17-16Bruce Fox
 
The future of mortgage regulation
The future of mortgage regulation   The future of mortgage regulation
The future of mortgage regulation Tony Moroney
 
ACI's 2nd National Derivatives Summit
ACI's 2nd National Derivatives Summit ACI's 2nd National Derivatives Summit
ACI's 2nd National Derivatives Summit Rachel Hamilton
 
Advanced Financial Risk Management 2Nd Edition
Advanced Financial Risk Management 2Nd EditionAdvanced Financial Risk Management 2Nd Edition
Advanced Financial Risk Management 2Nd EditionKristen Carter
 
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS AlleneMcclendon878
 
09.28.2017 Alternative Investment Strategies - Life Insurance Settlements
09.28.2017 Alternative Investment Strategies  - Life Insurance Settlements09.28.2017 Alternative Investment Strategies  - Life Insurance Settlements
09.28.2017 Alternative Investment Strategies - Life Insurance SettlementsExpert Webcast
 

Similar to ACSW Model Risk June 2015 (15)

GraysonComments.ppt
GraysonComments.pptGraysonComments.ppt
GraysonComments.ppt
 
Risk Management Policies - Canada - Outlook - Risks and Threats
Risk Management Policies - Canada - Outlook - Risks and ThreatsRisk Management Policies - Canada - Outlook - Risks and Threats
Risk Management Policies - Canada - Outlook - Risks and Threats
 
Jay Taylor Resume
Jay Taylor ResumeJay Taylor Resume
Jay Taylor Resume
 
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...
2018 SOA Annual Meeting: Session 8 - Model validation and governance in the P...
 
ASP Management Systems by LN
ASP Management Systems by LNASP Management Systems by LN
ASP Management Systems by LN
 
Forum for Financial Institution Directors: How Do Directors Prepare for the W...
Forum for Financial Institution Directors: How Do Directors Prepare for the W...Forum for Financial Institution Directors: How Do Directors Prepare for the W...
Forum for Financial Institution Directors: How Do Directors Prepare for the W...
 
How Prepared Is Your Bank for an Appraisal Compliance Audit?
How Prepared Is Your Bank for an Appraisal Compliance Audit?How Prepared Is Your Bank for an Appraisal Compliance Audit?
How Prepared Is Your Bank for an Appraisal Compliance Audit?
 
BF CV 12-17-16
BF CV 12-17-16BF CV 12-17-16
BF CV 12-17-16
 
jrm-2013-iss28
jrm-2013-iss28jrm-2013-iss28
jrm-2013-iss28
 
The future of mortgage regulation
The future of mortgage regulation   The future of mortgage regulation
The future of mortgage regulation
 
ACI's 2nd National Derivatives Summit
ACI's 2nd National Derivatives Summit ACI's 2nd National Derivatives Summit
ACI's 2nd National Derivatives Summit
 
Advanced Financial Risk Management 2Nd Edition
Advanced Financial Risk Management 2Nd EditionAdvanced Financial Risk Management 2Nd Edition
Advanced Financial Risk Management 2Nd Edition
 
Conference_Agenda_03
Conference_Agenda_03Conference_Agenda_03
Conference_Agenda_03
 
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS
Copyright © 2020 Tophatmonocle Corp. ALL RIGHTS
 
09.28.2017 Alternative Investment Strategies - Life Insurance Settlements
09.28.2017 Alternative Investment Strategies  - Life Insurance Settlements09.28.2017 Alternative Investment Strategies  - Life Insurance Settlements
09.28.2017 Alternative Investment Strategies - Life Insurance Settlements
 

Recently uploaded

VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...Suhani Kapoor
 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
Booking open Available Pune Call Girls Talegaon Dabhade 6297143586 Call Hot ...
Booking open Available Pune Call Girls Talegaon Dabhade  6297143586 Call Hot ...Booking open Available Pune Call Girls Talegaon Dabhade  6297143586 Call Hot ...
Booking open Available Pune Call Girls Talegaon Dabhade 6297143586 Call Hot ...Call Girls in Nagpur High Profile
 
The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfGale Pooley
 
The Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfThe Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfGale Pooley
 
Dividend Policy and Dividend Decision Theories.pptx
Dividend Policy and Dividend Decision Theories.pptxDividend Policy and Dividend Decision Theories.pptx
Dividend Policy and Dividend Decision Theories.pptxanshikagoel52
 
Instant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School DesignsInstant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School Designsegoetzinger
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceanilsa9823
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptxFinTech Belgium
 
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
The Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfThe Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfGale Pooley
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
Booking open Available Pune Call Girls Wadgaon Sheri 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Wadgaon Sheri  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Wadgaon Sheri  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Wadgaon Sheri 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
The Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfThe Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfGale Pooley
 
The Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfThe Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfGale Pooley
 
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...ssifa0344
 
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Pooja Nehwal
 

Recently uploaded (20)

VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
 
Booking open Available Pune Call Girls Talegaon Dabhade 6297143586 Call Hot ...
Booking open Available Pune Call Girls Talegaon Dabhade  6297143586 Call Hot ...Booking open Available Pune Call Girls Talegaon Dabhade  6297143586 Call Hot ...
Booking open Available Pune Call Girls Talegaon Dabhade 6297143586 Call Hot ...
 
The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdf
 
The Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfThe Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdf
 
Dividend Policy and Dividend Decision Theories.pptx
Dividend Policy and Dividend Decision Theories.pptxDividend Policy and Dividend Decision Theories.pptx
Dividend Policy and Dividend Decision Theories.pptx
 
Instant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School DesignsInstant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School Designs
 
Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
 
03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx
 
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
 
The Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfThe Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdf
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
 
Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024
 
Booking open Available Pune Call Girls Wadgaon Sheri 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Wadgaon Sheri  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Wadgaon Sheri  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Wadgaon Sheri 6297143586 Call Hot Ind...
 
The Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfThe Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdf
 
The Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfThe Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdf
 
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...
Solution Manual for Principles of Corporate Finance 14th Edition by Richard B...
 
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
 

ACSW Model Risk June 2015

  • 1. © Oliver Wyman Models: Risk, Controls and Governance Panel Discussion June 25, 2015
  • 2. 1© Oliver Wyman 1 Mrinal Raghupathi, Ph.D • Lead Quantitative Analyst, USAA, San Antonio, TX • Responsibilities: Leads the validation of models for USAA's Life, P&C and Asset Management companies Nicholas Benoit • Actuarial Associate at American National Insurance Company, Galveston, TX • Responsibilities: Steward for American National’s financial models Guillaume Briere-Giroux, FSA, MAAA, CFA • Principal and Office Leader at Actuarial Practice of Oliver Wyman, Hartford, CT • Responsibilities: Delivery of consulting services to life insurers and financial institutions Today’s panel:
  • 3. 22© Oliver Wyman Model risk is “hot” and multifaceted Interactive panel
  • 4. 33© Oliver Wyman Resources • ASB Exposure Draft on Modeling and Existing ASOPs (e.g., ASOP No. 7, ASOP No. 23, ASOP No. 41, ASOP No. 46) • North American CRO Council: Model Validation Principles Applied to Risk and Capital Models in the Insurance Industry • Office of the Comptroller of the Currency (OCC) and the Federal Reserve Board: Supervisory Guidance on Model Risk Management (SR 11-7 / OCC 2011-12). • Solvency II Internal Model Approval Process 1 Actuaries should consider other ASOPs that may also apply
  • 5. 44© Oliver Wyman Takeaways 1 Purpose 2 Expertise 3 Rigor 4 Documentation