business intelligence for aml
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Role of Business Intelligence in
Anti-Money Laundering Compliance
software implementation
2001: Enactment of Patriot Act & impact on Money Laundering Compliance
USA PATRIOT Act of 2001 delegates to Financial Crimes Enforcement Network (FinCEN) responsibility for setting requirements for financial institutions to establish:
– anti-money laundering compliance, and
– customer identification programs (in cooperation
with federal functional regulators)
FinCEN Information-Sharing RulePurpose - Encourages information sharing among financial institutions and Federal government law enforcement agencies to identify, prevent, and deter money laundering and terrorist activity.
Section 352(a) of the Patriot Act
– Amended Bank Secrecy Act to require every financial institution to establish an anti-money laundering program
• The development of internal policies, procedures, and controls;
• The designation of a compliance officer;
• An ongoing employee training program; and
• An independent audit function to test programs.
Source: http://www.nchelp.org/elibrary/Presentations/2003/2003WinterLegalAffairsMeeting/Consumer%20Privacy%20Issues.ppt
Objectives1. Help Business in Implementing the directives of Patriot Act, namely,
Information sharing about Bank’s clients found to have suspicious activity.
2. Investigate all the accounts of the bank’s clients and all their transactions and check for any possibility of client’s involvement in money laundering activity or terrorist funding possibility.
3. Investigate Clients accounts details from all the different divisions of bank, namely, Asset Management group, Investment Banking, Private Banking, Trading accounts.
4. To checkout best software available in the market for building Money laundering information system.
5. Standardize business processes and IT systems to create IT system for Money Laundering division, prior to creation of ML system, if not already done.
6. Use the bank’s data warehouse for Improve data integrity.7. Develop and implement change management strategy
– Transfer knowledge from team members to users– Train users in implementation of Money Laundering software as well as produce
training materials for future users and training.– Communicate with various groups before implementation building ML Information
system.
Tra
inin
g an
d A
war
ene
ss P
rogr
am
Cost of Compliance
Anti-Money Laundering Strategy
Anti-money laundering standards and procedures
Man
agem
ent
Co
mm
itmen
t Security & technology usage
Administrative and end-user policies and procedures
KYC - Data Access/Mining
Transaction Monitoring/ Tracking Processes
Business and organisationProcesses & Initiatives
Tactical short term solutions
Compliance Requirements
International, Regulatory, Industry, Third Party, Internal
AML Reporting
Risk assessment
Investment suitabilityTax etc.
Investment suitability Tax etc.
Know your customer (KYC) -Account Opening
From Reactive to Proactive approach Integrated Approach
DDA
CIS
SWIFT
MoneyMarket
transactionhub
Load to IEF
Load to IEF
Load to IEF
Data Hub
Wires
Referencedata
Posted &Deposit DetailTransactionsTDA
ExtractNormalize & Transform Load
Fortent MonitorSystems of Record
Data Pipeline
FedWire
transactions
wire transactions
customers
accounts
rel man
Concept: Fortent software training material
IEF
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Zurich office
London office
New York office
Money Laundering Data warehouse
Major Opportunities1. Bank freedom from Government fines and penalties by Complying
with the directives of Patriot Act.
1. Faster processes and ability to provide information to financial analysts and investigators of the Money Laundering division enabling bank to catch clients engaged in Money Laundering activity.
1. Enhancing Bank reputation by implementing Money Laundering directives and thereby increasing the value in eyes of its shareholders.
1. More accountability over the of bank’s operations raising shareholder confidence. Thereby, enable bank to be more prepared to face any eventualities like facing Government fines on late implementation of Compliances or avoiding law suits by the government if any of the bank’s client found to be guilty.
1. Easy access to exact numbers Suspicious Client and their transactions.
1. Faster Processes means bank would give competiting banks, financial institutions a run for their money in providing services.
Opportunities: Easy Trends analysis
Money LaunderingAnalysis using Tools
Users
WealthManagement
Investment Banking
CalculationEngine
Actuate
Actuate
Zurich office
Stamford Office
ActuateCognos
SAS
New York office
Actuate
London Office
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Zurich office – Report on Clients
transactions unexplained for amount
above $10,000.
Zurich office – Report on Clients
transactions unexplained for amount
above $10,000.
Stamford officeList of clients in US said
to be under suspicion radar
Stamford officeList of clients in US said
to be under suspicion radar
Berlin office List of clients in Germany said
to be under suspicion radar
Berlin office List of clients in Germany said
to be under suspicion radar
New York office –US government – List of all
Clients under suspicion by bank’s investigators
New York office –US government – List of all
Clients under suspicion by bank’s investigators
Paris office– How to perform better Than Credit Suisse –
search Trends Excel, Word
Paris office– How to perform better Than Credit Suisse –
search Trends Excel, Word
London office demands Suspicious
Activity Reports
London office demands Suspicious
Activity Reports
Opportunity:Easy access of information globally
Opportunities: Actual number & not mere suspicion about Client & their
transaction
1010
4747
3030
1212
Wealth Wealth ManagementManagement
Investment Investment bankingbanking
Fixed Fixed IncomeIncome
Institutional Institutional securitiessecurities
USUS
Europ
Europ
eeAsiaAsia
3/1 3/2 3/3 3/1 3/2 3/3 3/4 3/4
DateDate
Month
Month
Reg
ion
Reg
ion
ProductProduct
Globalisation of Globalisation of clients & dataclients & data
Globalisation of Globalisation of clients & dataclients & data
Sophisticated money
launderers
Sophisticated money
launderers
Inefficient compliance
systems
Inefficient compliance
systems
Reporting to number of agencies & regulation change
Reporting to number of agencies & regulation change
Accountability of transactions from Corresponding banks, investigate volumes of data.
Accountability of transactions from Corresponding banks, investigate volumes of data.
[1] Professor S. Seshadari, IIT Professor slides on Datawarehousing. Only the diagram structure taken by Professor’s slide. The concept & content based on my understanding of Delta case.
External ProblemsExternal Problems
Privacy concern’Privacy concern’Of clientsOf clients
Hire Paralegal Hire Paralegal & IT team well & IT team well versed with Patriot versed with Patriot ActAct
Hire Paralegal Hire Paralegal & IT team well & IT team well versed with Patriot versed with Patriot ActAct
AML software which is best processes and
budget?
AML software which is best processes and
budget?
Where to hire best IT, Technology consultants
Where to hire best IT, Technology consultants
Each division working on different data system
Each division working on different data system
[1] Professor S. Seshadari, IIT Professor slides on Datawarehousing. Only the diagram structure taken by Professor’s slide. The concept & content based on my understanding of Delta case.
Internal Problems Internal Problems
Massive volumes Of data &
Data integration Permissions Within
The bankDay – to- day operationsVs Trends & Strategy issues
Operational Problem:Quick access to financial information in manage transactions
What product promotions have the
biggest impact on revenue?
What product promotions have the
biggest impact on revenue?
What is the most effective
distribution channel?
What is the most effective
distribution channel?
Who are my customers
and what products are they buying?
Who are my customers
and what products are they buying?
Which are our lowest/highest
margin customers ?
Which are our lowest/highest
margin customers ?
What impact will new
products/services
have on revenue
and margins?
What impact will new
products/services
have on revenue
and margins?
Which customers
are most likely to go to the
competition ?
Which customers
are most likely to go to the
competition ?
Data Integration Problem
Current systems outdated to meet industry challenges Fragmented asset viewReporting on client's assets and related KPI not supported by the Accounting SystemSystematically coherent and consistent reporting cannot be ensured Incomplete client and product viewSignificant revenues are not calculated on client and product levelNo allocation of revenues to clients and products Audit Trail and ControlFragmented system set-up and various instances involved make drill-downs and controls very
difficult Very limited system flexibilityMajor changes to reports cannot be implemented with reasonable efforts Technology RiskVendor support & relevant knowledge are no longer available Operational RiskSystem stability and recoverability in case of major issues may cause delays and costsSome of the processes are still completely manual. A parallel run is must in order to even
initiate the data integration of system.
GoalsGoals
1.1. Know Your CustomerKnow Your Customer
2.2. Perform Due Diligence for ClientPerform Due Diligence for Client
3.3. Run Suspicious Activity ReportsRun Suspicious Activity Reports
4.4. Early detection of Client’s suspicious Early detection of Client’s suspicious
transactions.transactions.
5.5. Save Bank from government fines, Save Bank from government fines,
6.6. Better flow of Information across the various Better flow of Information across the various
divisions of banks regarding Money Laundering divisions of banks regarding Money Laundering
clients and their transactions.clients and their transactions.
Know Your Customer Guidelines
Customer Acceptance - Ensure that you accept only legitimate and bona fide customers.
Customer Identification- Ensure that you properly identify your customers to understand the risks they may pose.
Transactions Monitoring- Monitor customers accounts and transactions to prevent or detect illegal activities.
Risk Management- Implement processes to effectively manage the risks posed by customers trying to misuse facilities.
Money Laundering Searches required by the Compliance Officer
Source: Presentation by Sanjeev Singh
KYC: If Client Involved in Money Laundering Activities
Drug TraffickingBribery / Corruption
Prostitution
Gambling
Tax Evasion
Extortion
Robbery and Fraud
White Collar Crimes
(including Insider Trading and Securities
offences)Smuggling
(arms, people, goods)
Counterfeiting and Forgery
Kidnapping
Serious Crime or All Crimes?
Organised Crime Source:
www.fintraca.gov.af/assets/ppt/AML
Goal: Integration of Company’s data to enableMoney Laundering Analysis Across Bank’s various
Divisions for Analysis to happenInvestment Banking – Europe division
GlobalWealthManagement
Fixed Income US division
Trading and SettlementSwitzerland Division
Drill downBy city, country
Drill down byFinancialproduct
Trend analysisBy region
GranularDetails by region City, state, country
Fortent Monitor
Data Manager
Profiling Engine
Operational Data Store
Detection Engine
Investigation System
Source: Fortent software training material
DDA
CIS
SWIFT
MoneyMarket
transactionhub
Load to IEF
Load to IEF
Load to IEF
Data Hub
Wires
Referencedata
Posted &Deposit DetailTransactionsTDA
ExtractNormalize & Transform Load
Fortent MonitorSystems of Record
Data Pipeline
FedWire
transactions
wire transactions
customers
accounts
rel man
Concept: Fortent software training material
IEF
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Zurich office
London office
New York office
Money Laundering Data warehouse
Compliance OfficerCompliance Officer CCH Wall StreetCCH Wall Street 33rdrd Party Data Party Data
WSP Email Regs
Compliance EYE
OFAC
Other
Mutual Fund Data
ClearingFirms
Inefficient Use of Time
OMS
Other firmdata
a/c info Suitabilitycriteria
ManualProcesses
Increasing Workload
InconsistentAudit Terms
Reactive,Not Proactive
•Source: Fraud, Money Laundering, Terrorism & Compliance in the Financial Services Industry by WoltersKluwer - Automated Solutions to an Integrated Problem
Money Laundering Searches required by the Compliance Officer
Goal: Process change
Exchange
Electronic Communications Network
Market Maker
Firm Internalizes Order
Internetorder
Phoneorder
[1] http://www.ibtimes.com/articles/20061006/add-nyse-electronic-trading.htm
The Simple SWOT from MIS750
STRENGTHS WEAKNESSES
OPPORTUNITIES THREATS
1. Brand Name2. Cash Flow
3. Well distributed office locales 4. Products and services
5. Trained experienced financial analyst6. Part of Bank’s various Divisions,
already doing transactions Online
1. Lack of in house expertise in Money Laundering implementation.
2. Lack of in house expertise in use of IT to implement Money Laundering
software.3. Huge size, global data & so slower
adoption of new technology than by small size companies.
1. Huge Online Financial services market untapped.
2. Commanding presence in US, European markets where Online
services market booming.3. Greater reach to clients implies
multiplier effect if successful4. Offer more variety of services to attract
more clients.
1. New competitors - Online Digital firms like Charles Schwab, E-Trade, Western
Union.2. Fines from the regulators.
3. New changing regulations around the world and fines for Bank in event of non
compliance to these new laws.4. Loss of Image in case Bank found guilty
of Money Laundering.
The Simple SWOT from MIS750
STRENGTHS WEAKNESSES
OPPORTUNITIES THREATS
4. Existing Human Resource, Divisions, high cost Brick structure within bank, how to utiilize their services compared to Click
structure of small Online companies & consequently their low operating cost.
6. Buying / Tie up with Online Financial services
Company and learn from their low cost Click culture, Online handling of Processes like Fox TV who successfully launched My
Space on Internet though traditional TV Media company.
5. Lack of methods to know and verify Customer details from what they say and
what they actually do.6. Huge amount of daily data to be checked right from Client’s details, to Transactions,
to email correspondence between the Client and the Bank.
7. Cataloging data from around the world, from all their Clients & from all the Client’s
transactions and then storing all these details at Bank’s location.
8. Cataloging all the above details and yet comply with the Swiss Privacy Laws of Non
Disclosure of Client’s details and maintaining Client’s Privacy.
Problems:Data Disintegration Across Sources
Brokerage Credit cardWealthManagement
InvestmentBanking
Same data different name
Different data Same name
Data found here nowhere else
Different keyssame data
Weakness: Data Integration & Size of Bank
Threats:Multiple Compliances, Regulators and changing Laws
& Compliances pose new Risks for Banks
• Bank Risk :• Reputation Risk• Compliance & Regulatory
risk– Fines– Multiple agency
enforcement actions• Prison• Operational risk for Bank
- Loss of charter– Loss of GLB powers
• Litigation Risk for Bank
Fraud
USA PATRIOT Act
Money Laundering
Bank Secrecy
Act
OFAC
Terrorism
•Source: Fraud, Money Laundering, Terrorism & Compliance in the Financial Services Industry by WoltersKluwer - Automated Solutions to an Integrated Problem
Threats:Newspaper reports
• August 2007: • American Express fined USD $55 million, • Making it largest forfeiture to date & Civil
money penalty $10 million
• January 2007• Bank of America, Charlotte, NC• Penalty: USD $3 million civil money
Source: http://www.amlcft.com/cases.htm#Recent_Major_Fines_and_Penalties
StrengthsWeaknesses
1. Use Huge pockets to deploy latest Money Laundering Technology.2. Use Brand name to enter Online Money Laundering Banking Operations.
1. Provide staff IT training in Money Laundering software to make them equipped to handle Money Laundering software operations.
1. Fines from the regulators.New changing regulations around the world and fines for Bank in event of non compliance to these new laws.Loss of Image in case Bank found guilty of Money Laundering.
Tie up Start up firms to join the Online Products & services.
Tie-up and Co-Brand services with existing Online player to compete with new born Online firm.
Lower cost of operations and transaction to attract customers from competition.
Tie-up with IBM, Infosys to provide regular supply of well experienced IT workers.
Start transformation of Enterprise into IT governed enterprise parallelly in multiple divisions of bank.
Opportunities SO STRATEGIES WO STRATEGIES
ST STRATEGIES WT STRATEGIESThreats
Super SWOTCompany UBS Money Laundering Division
1. Brand Name2. Cash Flow3. Well distributed office locales 4. Products and services 5. Trained Financial workforce.6. Part of Bank Transactions Online.
1. Huge Online market untapped.2. Commanding presence in US, European 3. Greater reach to clients than competitors4. Offer more variety services
1. Lack of in house Money Laundering & IT workforce 2. Huge size, slower adoption of technology than by competitors 3. High cost of Brick structure against the Click structure and high operating cost.4. Late mover in Online market.
StrengthsWeaknesses
3. Use big distribution to get more clients than competition. 4. Use huge infrastructure to provide Add on services.
1. Use Huge pockets to deploy latest Money Laundering software & trained IT workforce from say IBM. 2. Use brand name to offer Online services and market these.
2. Slow adoption of IT3. In house trained workforce
Tie up Start up firms to join the Online Products & services.
Tie-up and Co-Brand services with existing Online player to compete with new born Online firm.
Lower cost of operations and transaction to attract customers from competition.
Tie-up with IBM, Infosys to provide regular supply of well experienced IT workers.
Start transformation of Enterprise into IT governed enterprise parallelly in multiple divisions of bank.
Opportunities SO STRATEGIES WO STRATEGIES
ST STRATEGIES WT STRATEGIESThreats
Super SWOTCompany UBS
Money Laundering
Division
Method 1: Customer Relationship ManagementCRM used for Monitoring/Reporting
Customer ID documentation
Enhanced due
diligence
Monitoring
Reporting
FIU analysis
Investigation
Application from
customer
Within the institution
Outside the institution
When should KYC research need to be carried out?
Source: www.baft.org presentation by Andrew Clark
Method 1: Customer Relationship Management Contd…
Anti Money Laundering Profiles generation 1
• Source: Fortent AML training guide
TransactionAccountTxn TypeDay
Daily SummaryAccountTxn TypeDay
Monthly SummaryAccountTxn TypeMonth
Account ProfileAccountTxn Type
Peer ProfilePeer GroupTxn Type
NOTE: Peer Groups are derived from account reference data (e.g. High Account Type and Low Account Type)
Method 1 Contd… CRM : 2Tracking Suspicious Behavior
by customer, by transaction
Comparison of current month to account profile
Comparison of current month to peer profile
Event Thresholds
Sum of scores
SB Thresholds
Alerts
Account Value
Account Volume
Insufficient Account
Insufficient Peer
Peer Volume
Peer Value
Events
Group bycustomer
Customer SecurityBlanket Infraction
Account Security Blanket Infraction
BLU Infraction
Infractions(reason for alert)
AccountProfile
PeerProfile
Monthly Summary
Daily Summary
Daily Summary
Daily Summary
Source: Fortent software training material
Fortent Monitor
Data Manager
Profiling Engine
Operational Data Store
Detection Engine
Investigation System
Source: Fortent software training material
Method 2: Information Organization
DDA
CIS
SWIFT
MoneyMarket
transactionhub
Load to IEF
Load to IEF
Load to IEF
Data Hub
Wires
Referencedata
Posted &Deposit DetailTransactionsTDA
ExtractNormalize & Transform Load
Fortent MonitorSystems of Record
Data Pipeline
FedWire
transactions
wire transactions
customers
accounts
rel man
Concept: Fortent software training material
IEF
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Zurich office
London office
New York office
Method 2: Information Organization
Money Laundering Data warehouse
Method 2: Information Organization
The Fortent End to End Solution Overview
• 2 levels of risk assessment: KYC and Transaction Monitoring
• Plus support functions
KYCInformation & Training
Case Management
Workflow
Transaction Monitoring
Investigation & Reporting
Source: Fortent software training material
Method 2: Information Organization
What do we look at ?
Role
Country
Bank
Account
Island Bank Peoples Bank Lion Bank
Transaction Type
OriginatorSWIFT
Intermediary 1SWIFT
Intermediary 2SWIFT
$
Wachovia
BeneficiarySWIFT
$
Message/ProductType
SWIFT MT103
WIRE
Source: Fortent software training material
Method 2: Information Organization
Search Customer and transaction details by …
• Find Alerts – By Alert ID– By Account ID– By SSN/Tax ID– By Customer ID– By Bank and Country– By Party ID
• Find Bank and Country• Find Party ID• Find Accounts• Find Customers
Source: Fortent software training material
Business Strategy
CompetitorsBanks like Barclays, Credit Swisse, Citi Group are also deploying Technology, but Business Intelligence might be UBS edge. Local banks, online financial instutions with low distribution network will loose customers badly and may even cease to exist.
CompetitorsBanks like Barclays, Credit Swisse, Citi Group as well Online firms like E-Trade, Charles Schwab are giving UBS tough competition.
Customers/ClientsEducated, high net worth individual well versed with Online services, specially younger generation will jump on, might loose those who not Online. Client prefer Telephone or web meetings, one-to-one meeting only in special cases.
Customers/ClientsFor Clients coming to bank for one-to-one meet is a norm loaded with paper and going back with bag full of financial documents.
Products and ServicesSingle UBS Executive, Client’s point of contact for all kinds of accounts, Asset, Wealth Management or Brokerage to get overall picture. Online services.
Products and ServicesAsset Management, Wealth management, Brokerage – to an extent still manual and same client has to call different divisions for different accounts
Bu
siness S
cop
e
To-BeAs-Is
Products & Services / Clients & Customers – As is
Products & Services / Clients & Customers – To Be
Business Strategy
Online Asset management, Brokerage, Taxes filing, Pension policy advise and related Online services become norm. Services over the phone, Call center services for minor administrative services like logging on bank’s Web page, opening bank account become a norm.
Note Changes
Big distribution network.
Brand Name
Deep pockets to implement any new technology within a short time.
Distin
ctive C
om
peten
cies
Internal Decisions , Regulatory, Etc.
Patriot Act details of client submission to government – implementation done Online only using Excel, Business Objects, graphs.
Internal Decisions , Regulatory, Etc.
Patriot Act implementation done both partly manual, partly Online
Bu
siness
Go
vernan
ce
To-BeAs-Is
Bank teller puts in Customer account Office Boy
FaxesAccount details
Details received atBank’s Head office
Office Boy
Suspicious TransactionAccounts Desk
Search for Right Client Account & Right FAX
Investigator from FBI, Bank, Head BankTry to trace client’s
details
Investigator SearchAccount past trends
As – Is : Business Strategy GovernancePaper based Approach to Money Laundering
Money deposit by Client Bank manager
Compiles transaction
Volume of paper work In Investigation and
Administrative loop holesLeads to loss of
Investigation.Is this Client records
Processing fine in 2008?
As – Is : Business Strategy
Tra
inin
g an
d A
war
ene
ss P
rogr
am
Cost of Compliance
Anti-Money Laundering Strategy
Anti-money laundering standards and procedures
Man
agem
ent
Co
mm
itmen
t Security & technology usage
Administrative and end-user policies and procedures
KYC - Data Access/Mining
Transaction Monitoring/ Tracking Processes
Business and organisationProcesses & Initiatives
Tactical short term solutions
Compliance Requirements
International, Regulatory, Industry, Third Party, Internal
AML Reporting
Risk assessment
Investment suitabilityTax etc.
Investment suitability Tax etc.
Know your customer (KYC) -Account Opening
Business Strategy Governance: To Be
From Reactive to Proactive approach Integrated Approach
To-Be: Business Strategy
Business Infrastructure
Fast typing skills mandatory along with use of all MS Office products from Word, to Excel to Power point, Outlook, Web browsing along with specilised software like Database programmes like SQL, Business Objects, Charles River for few.
Paper based work, typing skills, telephonic skills, PC skills limited to MS Word and limited level of MS Excel.
HR
/Skills
Separate head for Money Laundering was brought in. Person was of level of Director reporting directly to Executive Committee and working in parallel with CIO.
Division was headed by Business Analyst, Project Manager who was much low in Management ranking.
Ad
min
istrative
Process have been designed to be all Online, data transfer, sharing, all online with click of a button. Bank’s declining position, bank responsibility to comply with new new compliances and unhappy customers with slower transaction speed as compared to competitors.
Few process were manual, few based on Excel sheets, few other online but there was no integration, so one division could not exchange information with other without use of paper.
Key
Pro
cesses
To-BeAs-Is
Bank teller puts in Customer account Office Boy
FaxesAccount details
Details received atBank’s Head office
Office Boy
Suspicious TransactionAccounts Desk
Search for Right Client Account & Right FAX
Investigator from FBI, Bank, Head BankTry to trace client’s
details
Investigator SearchAccount past trends
As – Is : Administrative Approach to Money Laundering REACTIVE APPROACH
Money deposit by Client Bank manager
Compiles transaction
Volume of paper work In Investigation and
Administrative loop holesLeads to loss of
Investigation.Is this Client records
Processing fine in 2008?
Current Key Processes – As Is
Brokerage
Asset Manageme
nt
Private Banking
Investment
Banking
Institutional investors
** Above Pictures taken from Google Images
Future Key Processes – To Be
Brokerage
Asset Manageme
nt
Private Banking
Investment
Banking
Institutional investors
** Above Pictures taken from Google Images
Organisational changesAs Is To Be
Hierarchy based org Structure Services, Product line based org Structure
Human ResourcesAs is To Be
Internal Decisions , Regulatory, Etc.
Include all areas that are relevant after the project implementation.
Note Changes
Internal Decisions , Regulatory, Etc.
Include all areas that are relevant before the project implementation
Go
vernan
ce
Key Applications
After project implementation
Key Technologies
After project implementation
Key Applications
Prior to project implementation
Key Technologies
Prior to project implementation
Tech
no
log
y S
cop
e
Those areas in which the company has a distinct or competitive advantage over their competition after the implementation of the project.
Note Changes
Those areas in which the company has a distinct or competitive advantage over their competition.
System
C
om
peten
cy
To-BeAs-Is
IT Strategy
Bank teller puts in Customer account Office Boy
FaxesAccount details
Details received atBank’s Head office
Office Boy
Suspicious TransactionAccounts Desk
Search for Right Client Account & Right FAX
Investigator from FBI, Bank, Head BankTry to trace client’s
details
Investigator SearchAccount past trends
As – Is : IT Strategy Paper based Approach to Money Laundering
Money deposit by Client Bank manager
Compiles transaction
Volume of paper work In Investigation and
Administrative loop holesLeads to loss of
Investigation.Is this Client records
Processing fine in 2008?
IT Strategy - As Is
IT Strategy – To Be
Infrastructural Re Design & Deployment
US Wealth Management
Europe Fixed Income account
UBS Investment banking
US Exchange trading
Wealth management Europe
Data Sources
UBS Transaction Data
Oracle
Sybase
ETL Software Data Stores Data AnalysisTools - Actuate
Users
SAP
Oracle
Institutional investment
UBS
Data
Staging
Extract
SAS
LoadInformatica
Data Marts
UBSData
Warehouse
Meta Data
WealthManagement
Investment Banking
CalculationEngine
Actuate
Actuate
Zurich office
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Stamford Office
ActuateCognos
SAS
New York office
Actuate
London OfficeOracle
SAP
Excel sheet, graphs
Money Laundering
Data warehouse
IT Strategy: To BeAs a result of Process change implementation
Exchange
Electronic Communications Network
Market Maker
Firm Internalizes Order
Internetorder
Phoneorder
IT InfrastructureAs-Is To-Be
Architecture
The IT Architecture prior to the project
The IT Architecture after the project implementation.
Key Processes
The Key Processes prior to the project.
The Key Processes after the project implementation.
H/R/SKILLS
HR duties and functions prior to the project.
HR duties and functions after the project.
Pre requisites for Integrated approach to trade processing: centralisation of information collection process
… toCentralised information source on correspondent banks
From …Numerous bilateral information exchanges within financial institutions
Source: www.swift.com/index.cfm?item_id=3878
As – Is Architecture
US Wealth Management
Europe Wealth Management
Investment Banking
US Wealth Management Board meet
Europe Wealth Management Board meet
Brokerage Management Board meet
To- Be Architecture
The name of the divisions of UBS company are the following:
1. Wealth Management – US Division2. Wealth Management – Europe
Division3. Institutional Banking4. Investment Banking5. Private Banking – High net worth
individual account, Retirement policy accounts
6. Fixed Income Division7. Brokerage and Exchange trading
division
UBS Investment banking
Europe Fixed Income
US Exchange trading
US Wealth ManagementOracle
Sybase
SAP
Oracle
UBS
Data
Staging
Extract
SAS
Oracle
SAP
Wealth management Europe
Institutional investment
US Wealth Management
Europe Fixed Income account
UBS Investment banking
US Exchange trading
Wealth management Europe
Data Sources
UBS Transaction Data
Oracle
Sybase
ETL Software Data Stores Data AnalysisTools - Actuate
Users
SAP
Oracle
Institutional investment
UBS
Data
Staging
Extract
SAS
LoadInformatica
Data Marts
UBSData
Warehouse
Meta Data
WealthManagement
Investment Banking
CalculationEngine
Actuate
Actuate
Zurich office
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Stamford Office
ActuateCognos
SAS
New York office
Actuate
London OfficeOracle
SAP
Excel sheet, graphs
DDA
CIS
SWIFT
MoneyMarket
transactionhub
Load to IEF
Load to IEF
Load to IEF
Data Hub
Wires
Referencedata
Posted &Deposit DetailTransactionsTDA
ExtractNormalize & Transform Load
Fortent MonitorSystems of Record
Data Pipeline
FedWire
transactions
wire transactions
customers
accounts
rel man
Concept: Fortent software training material
IEF
Excel sheet, graphs
Excel sheet, graphs
Excel sheet, graphs
Zurich office
London office
New York office
Money Laundering Data warehouse
Key Key Process Process changechange
Key Key Process Process changechangeImplementaImplementa
tiontionOf IT in Of IT in handinghanding
TransactionTransactionss
ImplementaImplementationtion
Of IT in Of IT in handinghanding
TransactionTransactionss
Setting upSetting upSeparate Separate Money Money
Laundering Laundering DivisionDivision
Setting upSetting upSeparate Separate Money Money
Laundering Laundering DivisionDivision
Brick to Brick to Click Click OrganizatiOrganization for on for Internal Internal reporting reporting & HR & HR changeschanges
Brick to Brick to Click Click OrganizatiOrganization for on for Internal Internal reporting reporting & HR & HR changeschanges
Merger, Tie Merger, Tie up with up with upcomingupcomingOnline Online Financial Financial companies & companies & WebsitesWebsites
Merger, Tie Merger, Tie up with up with upcomingupcomingOnline Online Financial Financial companies & companies & WebsitesWebsites
[1] Professor S. Seshadari, IIT Professor slides on Datawarehousing. Only the diagram structure taken by Professor’s slide. The concept & content based on my understanding of Delta case.
AlternativesAlternatives
CentralizatioCentralization n
and and Integration Integration
ofofVarious Various
DivisionsDivisions
Merger, Partner with other Online Merger, Partner with other Online Financial companiesFinancial companies
MergerMerger with Online Financial with Online Financial companies like Charles companies like Charles Schaub, Google money, Pay Schaub, Google money, Pay Pal.Pal.
Pro’sPro’s Learn from experience and Learn from experience and
expertise of Online expertise of Online companies and use expertise companies and use expertise for Inhouse AML for Inhouse AML implementation.implementation.
ConsCons Tie up with Financial Tie up with Financial
companies with incompatible companies with incompatible with values of UBS or where with values of UBS or where processes of merging processes of merging company or philosophy is company or philosophy is different.different.
Difficult to synchronize the Difficult to synchronize the processes, more work for processes, more work for Employee of both companies, Employee of both companies,
Western UnionOr Charles Schaub which are in Online Financial services business
** Above Pictures taken from Google Images
Go International, grow Go International, grow international international 1.1. Alter existing Organisational Alter existing Organisational
structure structure 2.2. Tie up Online Financial services Tie up Online Financial services
companies worldwide in companies worldwide in providing Data required for providing Data required for investogating Money Laundering investogating Money Laundering activities.activities.
3.3. Focus on emerging markets, Focus on emerging markets, BRICK countries Brazil, Russia, BRICK countries Brazil, Russia, India, China, and South Korea. India, China, and South Korea. by implementing the Money by implementing the Money Laundering Compliances in the Laundering Compliances in the respective countries ahead of respective countries ahead of competitors and get advantage of competitors and get advantage of first mover in these markets.first mover in these markets.
Pros Pros 1.1. Greater global presence and Greater global presence and
possibility of higher profits in possibility of higher profits in emerging markets.emerging markets.
ConsCons1.1. If company get late & is Late If company get late & is Late
entrant into the market then the entrant into the market then the above advantages might get lost.above advantages might get lost.
2.2. Innovation & first mover Innovation & first mover disadvantages of entering new disadvantages of entering new markets without prior market markets without prior market experience.experience.
3.3. Values of UBS & new partners do Values of UBS & new partners do not matchnot match
** Above Pictures taken from Google Images
Transform workforce, move from Transform workforce, move from Brick to Click Organization only for Brick to Click Organization only for
Internal reportingInternal reporting Workers / Paralegals be Train / Workers / Paralegals be Train /
retrenched in order to prepare retrenched in order to prepare company to survive in the Internet company to survive in the Internet age.age.
Change process – Demand supply, Change process – Demand supply, distribution, marketing, Seat distribution, marketing, Seat reservation. reservation.
Strengthening Technology division Strengthening Technology division and Tie – up / Acquire with Online and Tie – up / Acquire with Online financial websitesfinancial websites
ProsPros Save money from Pension benefits, Save money from Pension benefits,
job cuts, hiring younger age call job cuts, hiring younger age call centers workerscenters workers
ConsCons Face employee wrath, Face employee wrath,
dissatisfaction could lead to hostile dissatisfaction could lead to hostile takeover by a competitor like takeover by a competitor like American Airlines.American Airlines.** Above Pictures taken from Google
Images
Organisational changesAs Is To Be
Hierarchy based org Structure Services, Product line based org Structure
Future Key Processes – To Be
Brokerage
Asset Manageme
nt
Private Banking
Investment
Banking
Institutional investors
** Above Pictures taken from Google Images
RecommendationsMethodology:Incremental method is recommended in today fast changing business environment. Some might even
recommended agile approach wherein smaller increments of redesign and then feedback is done. But, this approach is found to be more suitable for Technology firms.
In this approach as stated the Technology team redesign, conducts test of design and then feedback and approval of the business owner. getting feedback from all concerned stakeholders, thereby diminishing the chances of risk in case the redesign of process is not liked. And, all the processes happens almost in parallel, one starts and soon other starts. This ensures speed of the project work getting accomplished and with consent of all the stakeholders parties, both Technical and the Business.
In event of a not so good design by the IT team, another redesign can be done and presented. Since, small portion, so loss of time and money will be less compared to waterfall where whole part is completed first before moving to the next.
HRApart from Methodology, Human resources is another important component of accomplishing the
project. UBS could decide to get all the project done:1. In-House 2. Whole IBM or Infosys 3. Mix of In-House, IBM, Infosys
In-house does not suit as UBS Technology team might not have the requisite expertise, an IBM or Infosys professional have due to working in specialized environment by IBM or Infosys. Completely, depending upon the technology team of IBM, Infosys too is not favorable as consulting companies do not have the exact idea what the top bosses would want or what is the requirement as per the Financial industry and UBS values norm.
Hence, a mix of UBS Technology team and consulting companies like IBM, Infosys is recommended.
Tra
inin
g an
d A
war
ene
ss P
rogr
am
Cost of Compliance
Anti-Money Laundering Strategy
Anti-money laundering standards and procedures
Man
agem
ent
Co
mm
itmen
t Security & technology usage
Administrative and end-user policies and procedures
KYC - Data Access/Mining
Transaction Monitoring/ Tracking Processes
Business and organisationProcesses & Initiatives
Tactical short term solutions
Compliance Requirements
International, Regulatory, Industry, Third Party, Internal
AML Reporting
Risk assessment
Investment suitabilityTax etc.
Investment suitability Tax etc.
Know your customer (KYC) -Account Opening
From Reactive to Proactive approach Integrated Approach
Pre requisites for Integrated approach to MLBank: centralisation of information collection process
… toCentralised information source on correspondent banks
From …Numerous bilateral information exchanges
Source: www.swift.com/index.cfm?item_id=3878
Organisational changesAs Is To Be
Hierarchy based org Structure Services, Product line based org Structure
References
73MIS 760 Team Case
1. www.cfdg.org.uk/.../events_h_050518_E3%20-%20Money%20Laundering%20and%20Fraud%20-%20Don%20Bawtree.ppt Presentation from Don Rawtree, Don Bawtree, Partner, BDO Stoy Hayward LLP, Emerald House, East Street, Epsom, Surrey, KT17 1HS
2. Presentation on Briefing on ‘KYC’ Norms and ‘AML’ Measures for IBA Member Banks by Sanjeev Singh, Additional Director, FIU-IND, Financial Intelligence Unit-India
3. www.fintraca.gov.af/assets/ppt/AML
4.http://www.nchelp.org/elibrary/Presentations/2003/2003WinterLegalAffairsMeeting/Consumer%20Privacy%20Issues.ppt
5. www.cityinformation.org.uk/Events/presentations/2007-May-MicheleBate.ppt 6. http://www.amlcft.com/cases.htm#Recent_Major_Fines_and_Penalties
7. Presentation on Briefing on ‘KYC’ Norms and ‘AML’ Measures for IBA Member Banks
References• 8. www.baft.org/content_folders/2nd%20European%20Bank-to-Bank%20Forum/
andrew_clark.ppt
9. Fortent AML training guide
• 10. www.kentlaw.edu/faculty/rwarner/classes/certificate/crime/USA%20Patriot%20Act.ppt
11. www.baft.org/content_folders/2nd%20European%20Bank-to-Bank%20Forum/andrew_clark.ppt
• 12. www.swift.com/index.cfm?item_id=3878• • 13.Some of the inputs are from reading from working at UBS so don’t have particular
slides to quote.
References & Bibliography
• Missing - References : To be added
• Sources on each slides need to be added
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MIS 760 Team Case
Ethical Statement