151117 KPMG 4A Presentation-Owen
Fraud, Bribery and
Corruption in Asia
Pacific Business
Practices
(2)
•
Topics
-
Finding fraud through investigative audit
-
Forensic accounting and forensic audit techniques in
identifying fraud, bribery and corruption
•
Agenda
-
Proactive Monitoring
-
Data Analytics
-
Investigation
Agenda
(3)
Introduction
(4)
Managing third-party risk is the biggest challenge that companies
face in the field of bribery and corruption
Introduction
(5)
Fraud, Bribery and
Corruption Proactive
Monitoring
(6)
Risk-based Proactive Monitoring
Example risks and red flags
Suppliers/vendors
•
Key risks
Bid rigging
Employees receiving
bribes from
suppliers/vendors to win
and/or maintain business
Phantom
suppliers/vendors
•
Red flags
Failure to meet contract
specifications
Contingency payments
High-priced, low quality
goods
Low-priced goods but
numerous change orders
No ABC/antifraud-related
Distributors/agents
•
Key risks
Bribery of officials in
supply chain
Grey markets
•
Red flags
Close connections with
government officials
Unnecessary middlemen
Failure to meet contract
specifications
‘Excess’ commissions
Leakage in the supply
chain
No ABC/antifraud-related
policies
Rebates/credits received
not passed back to
•
Key risks
Bribes being paid to
customers to win and/or
maintain business
Kickback schemes
between customers and
employees
•
Red flags
Public sector marketing
Misapplied marketing
spend
(7)
•
Periodic risk
assessments performed
on ‘higher risk’ business
areas to identify ABC
risks for mitigation.
Typical areas covered
include:
Governance
structures
Policies and
procedures
Training
Use of third parties
Government
interaction
Procurement/supply
chain management
Gifts, entertainment
and hospitality
Facilitation
payments
Donations
Incident response,
reporting and
•
ABC training and
communication of
ABC-related policies to
employees/third parties
•
ABC-related policies:
Code of conduct
ABC/antifraud policy
Gifts, entertainment
and hospitality
Accounts payable
Marketing,
sponsorship and
donations
Grants
Interaction with
government
officials/agents (e.g.
customs agents)
Due diligence
Whistleblowing and
incident response
Accounting records
•
Development and
implementation of third
party due diligence
procedures
•
Due diligence on
prospective third parties
prior to entering into a
business relationship
•
Retrospective due
diligence on current
business partners
•
Re-drafting of third
party contracts (e.g.
inclusion of ABC
clauses)
•
Periodic due diligence
on third parties
(depending risk rating)
•
Reconciling third party
invoices to contracts
prior to payments
•
Outsourcing of due
diligence procedures to
independent parties
•
Periodic reviews of the
risk assessment process
•
ABC compliance audits
of business units and
third parties. Typical
transactions tested would
include:
Gifts, entertainment
and hospitality
Political and
charitable
contributions
Commissions
Marketing
Sponsorship
Customs/licencing
fees
Grants
‘Round sum’ amounts
Training fees
Bonuses
The audit would also
include a review of
ABC-Risk Assessment
ABC Training and
Policy Review
Due Diligence
Monitoring
Risk-based Proactive Monitoring
(8)
Third party-related policies
•
Written policies or guidelines relating to corruption compliance shared with business partners
•
Procedures for payment of travel, gifts, entertainment and hospitality expenses involving third
parties
•
Procedures for the negotiation, approval, and execution of contracts with third parties
•
Procedures for background checks and due diligence performed on third parties
•
Procedures for the retention and payment of consultants, subcontractors and third party agents
Third party-related policies
•
Details of foreign officials engaged to provide products or services
•
Joint ventures with personal or professional ties to government
•
Government linked entities who are vendors
Substantive testing
•
Payments made to third parties/agents
•
Sample testing of selected accounts, e.g:
•
agent and vendor accounts
•
government and government-linked entities accounts
Risk-based Proactive Monitoring
(9)
Data Analytics for
Fraud, Bribery and
Corruption
(10)
Role of Data Analytics in Fraud, Bribery and Corruption Detection
C:\Use of technology in business
Data volume
Detect anomalies indicative
of fraud, bribery and
corruption
Provide leads for further
investigation _
(11)
Benefits of Data Analytics
Traditional Review
Approach
►
Usually on sampling basis.
►
Manual review of supporting
documents.
►
Dependent on the skill and
experience levels of reviewer.
►
Able to perform non-quantitative
review and capture
non-Data Analytics
Approach
►
Conducts analysis on 100% of the
data set.
►
Focused on using data to identify
trends and anomalies.
►
Can leverage machine learning to
detect known fraudulent patterns
and predict future suspicious
activity.
►
Limited to available data and
Comparison of the
Traditional Review Approach
(12)
Data Analytics in Anti-Bribery and Corruption
(13)
Data Analytics in Anti-Bribery and Corruption
(14)
Data Analytics in Anti-Bribery and Corruption
Identifying Suspicious Transactions based on Time-series Variance Analysis
(15)
Data Analytics Methodology
Data Source
Analytical Process
Output Reports
Analyses
Red Flags for potential
fraud, bribery and
corruption
•
Acquisition
•
Normalization
•
Validation
•
Characterization
•
Process Selection
•
Customization
Execution of Analytics
Data Analysis
Data Preparation
Data Collection
Internal
• Vendor Listing
• Customer Listing
• Expenses
• Sales
• Tenders
External
• ACRA
• Thomas Reuter
• Lexis Nexis
• World Check
Rules-based and
behavior-based
algorithms for fraud,
bribery and corruption
detection
Fraud, bribery and
corruption
experience
Fraud, bribery
and Corruption
Risk Profiling
External
Databases
(16)
Assembling Your Team
Relevant Skill set
Functional knowledge
Industry knowledge
Subject matter knowledge
Relevant Skill set
Competent in:
Excel, SQL, SAS, IDEA,
R, SPSS, Tableau
Statistics, Mathematics
Relevant Skill set
Competent in:
Oracle® / PeopleSoft,
SAP®, JD Edwards, DB2
Information Systems
Database Management
Database Manager
Designs database to govern the
capture, structure, access, and the
distribution of data
Subject Matter Expert
Understands the nature and
background of the processes
Data Analyst
Works with the actual data;
Massaging and running
analyses using various data
(17)
(18)
Fraud, Bribery and
Corruption
Investigations
(19)
Scenario-based Investigation Approaches
(20)
Common sources of evidence
Examples:
•
Ledgers
•
Payment vouchers
Examples:
•
•
Chat logs
•
SMS
Examples:
Examples:
•
Bank statements
•
Corporate intelligence
Examples:
(21)
Evidential Approach to Investigation
•
Identify suspect conduct to be investigated
−
Allegation
−
Preliminary information
•
Based upon suspect conduct, identify
all
potentially relevant sources of
data
•
Consider the interactions implicit in that data
−
What, where, when, why, by whom, how created and recorded
−
Interrelation of that data with other data, especially that created by the subject
•
Obtain and review data likely to be material to the suspect conduct
(22)
Case study: identifying evidence – ABC Insurance
Customer
Insurer
Insurance
Agent
Insurance
premium
($100)
25% sales
commission
($25),
insurance
policy
Insurance policy
Insurance
premium
($75)
(23)
(24)
(25)
Owen M. Hawkes
Partner, Forensic
OWEN M. HAWKES
Partner
KPMG Services Pte. Ltd. 16 Raffles Quay #22-00 Hong Leong Building Singapore 048581 Tel +65-6213-2280 Fax +65-6223-0428 [email protected]
Function and Specialization
Owen is a member of the Forensic practice specializing in regulatory risk management and investigations.
Education, Licenses & Certifications
B.A. (Hons), M.A. (Oxon), University of Oxford Master of Professional Accounting, Singapore
Management University
Bar School, Inns of Court School of Law, London Barrister, non-practicing
Certified Fraud Examiner Chartered Accountant, Singapore
Background
Owen is a Partner in KPMG’s Forensic practice with more than fifteen years of regulatory investigation and
risk management experience. He has a legal background, having practiced as a barrister from 1999 until
joining KPMG in 2007, six years of which was spent as an investigating lawyer for the British Government’s
Serious Fraud Office – the United Kingdom’s lead agency on financial crime and international corruption.
At KPMG, Owen has undertaken a variety of fraud and regulatory risk management engagements assisting
clients with assessing and upgrading their organizational readiness and fraud and regulatory risk controls.
Selected Professional and Industry Experience
Anti-bribery and corruption due diligence for the global takeover of a training company. Focussing on
Indonesia, we reviewed agent, expense and state-linked accounts. We examined and assessed the
adequacy of policies and procedures designed to prevent bribery and corruption and related to asset
control. In particular, we examined agent contracts and transactional records, establishing that payments
were made to speed transactions for a number of key government processes.
Investigation into a slush fund used for bribery by a global insurance company’s Indonesian subsidiary,
involving the diversion of funds using false agents and the use of those funds to bribe commercial
counterparties and regulatory officials.
Anti-bribery & corruption investigation into the Indonesian operations of a FTSE100 food and beverage
company, involving allegations of staff receiving payments from suppliers. The review revealed that the staff
had been receiving monthly payments from the supplier, which were used to pay off the staff’s personal
credit card bills.
Investigation into allegations of bribery-related misconduct relating to a FTSE200 services company 's
Indonesian operations. The work involved obtaining forensic images of employees' computers and phones
to conduct an electronic review of the data and reviewing accounting transactions to identify anomalies
relevant to the allegations. The work highlighted a number of transactions of note which were used to
report to the authorities.
(26)
KPMG’s 2015 Global
Anti-Bribery and Corruption
Survey:
Implications for businesses
in the region
(27)
Snapshot comparison
of 2011 and 2015
(28)
Snapshot comparison of 2011 and 2015 survey results
Responses show a steep increase in
challenges faced in ABC compliance
(29)
(30)
Third party risks
Ranking of top ABC challenges
Managing third-party risk is the biggest challenge that companies face in bribery and
corruption compliance. We asked respondents to rank key issues in order of difficulty.
(31)
Third party risks
34%
(
Asia: 40%
)
of respondents admitted they do not formally identify high-risk third
party intermediaries or persons associated with government. For those that do have a
formal process, only
56%
(
Asia: 76%
)
indicated they have right-to-audit clauses in
contracts with third parties; however, only
41%
(
Asia: 40%
)
of these respondents with
right-to-audit clauses have actually exercised the right.
Only
69%
(
Asia: 70%
)
of all respondents assess third-party risk.
These represent potential gaps in companies’ ABC compliance
programs
31%
(
Asia: 31%
)
admit they do not have
formal risk-based onboarding processes for
third parties, opening companies to the
possibility of corrupt practices.
Once on board,
60%
(
Asia: 57%
)
say their
companies distribute their ABC policies to
all third parties or selected third parties, still
(32)
Third party risks
Comparison between ASPAC & the rest of the World
Q.
Do you have a formal process to
identify high risk Third Party
Intermediaries/ Associated Persons
from an ABC perspective?
0%
10%
20%
30%
40%
36%
40%
13%
11%
21%
31%
34%
14%
ASPAC
Rest of the World
Q.
Do all of your Third Party
Intermediaries/ Associated Persons
contracts have a "Right-to-audit" clause
and have you exercised this right?
Yes
54%
No
33%
Don’t Know
13%
Yes
45%
No
40%
Don’t Know
15%
ASPAC
(33)
(34)
Enforcing compliance
Pushed by the OECD, member governments and partners have adopted
tighter ABC regulations. In Asian and South American emerging markets,
enforcement agencies are becoming much more active.
79%
of non-US and non-UK respondents listed elsewhere say they
have developed formal ABC programs of their own. This may be due
to the threat of enforcement under the FCPA and Bribery Act on US
and UK customers, expansion into US and UK markets, and/or
growing regional enforcement.
87%
of non-US or non-UK unlisted respondents doing business with
Survey shows a sharp increase in respondents who say they
are highly challenged by ABC
(35)
Enforcing compliance
Comparison between ASPAC & the rest of the World
Q.
Does your company have a formal,
written anti-bribery and corruption
compliance program?
Yes
80%
No
17%
Don’t Know
3%
Yes
77%
No
22%
Don’t Know
1%
ASPAC
0%
20%
40%
60%
80%
100%
81%
19%
76%
24%
Q.
How frequently is the ABC Risk
Assessment conducted?
(36)
Enforcing compliance
Comparison between ASPAC & the rest of the World
Q.
Does your company undertake an ABC Risk Assessment as a part of the overall
Risk Assessment or as a separate activity?
0% 20% 40% 60%
54%
16%
19%
11% 44%
16%
28%
13%
(37)
Enforcing compliance
Comparison between ASPAC & the rest of the World
Q.
Who is responsible for conducting the ABC Risk Assessment?
0%
20%
40%
60%
47%
14%
13%
13%
10%
3%
1%
52%
17%
11%
10%
(38)
Managing
cross-border risks
(39)
Managing cross-border risks
For listed US and UK corporations, only
69%
indicated that they include ABC
considerations as part of the pre-acquisition due diligence process. For unlisted
entities and non-US/UK listed entities, the figures were lower at
54%
and
55%
respectively.
87%
of non-US or non-UK unlisted respondents doing business with
US and UK entities, have formal ABC programs.
60% of respondents engage in M&A, but many do not address ABC issues
during the acquisition process
(40)
Managing cross-border risks
60% of respondents engage in M&A, but many do not accord ABC
issues the status they should during the acquisition process
•
Perform ABC due diligence procedures.
•
In the pre-acquisition stage obtain and review publicly available
sources about the target, its reputation, the market in which it
operates, its likely customers and government relationships.
•
Where adequate ABC due diligence cannot be performed prior to
acquisition, perform post-acquisition procedures to address
residual ABC-related risks associated with the acquired entity.
Recommendations for the buyer:
(41)
(42)
Better controls needed
Evaluating ABC controls is a highly complex task
•
The lack of resources ranked 4
th
overall among the top challenges facing
survey respondents, and 3
rd
for companies listed on stock exchanges outside
the US and UK.
•
Survey responses that many important ABC controls have not been
Global companies don’t have resources to deal with ABC issues
around the world. US and UK companies may have sufficient
resources at the Head Office, but not at the level of subsidiaries.
Corporations based in other jurisdictions generally suffer worse
from a lack of resources.
(43)
(44)
Finding the needles
One of the most cost-effective tools for monitoring ABC controls
is data analytics
•
Data analytics is an increasingly important and cost-effective tool to assess ABC controls,
yet only
25%
(
Asia: 28%
)
use it to identify violations and of those that do, a mere
42%
(
Asia: 45%
)
continuously monitor data to spot potential violations.
(45)
Finding the needles
Comparison between ASPAC & the rest of the World
Q.
Which areas do you focus your ABC Data Analytics on?
0% 20% 40% 60% 80% 45% 28% 14% 10% 3% 0% 0% 61% 17% 13% 5%
2% 2% 2%
(46)
(47)
Key Findings
A sharp increase in proportion of respondents who say they are highly challenged by the issue of
ABC compared to four years ago.
Despite difficulty monitoring business dealings with third parties, more than one third of the respondents
do not have formal processes in place to identify high-risk third parties. More than half of those with
right-to-audit clauses over third parties have not exercised the right.
As companies continue to globalize, management of third parties poses the greatest challenge in
executing ABC programs.
ABC considerations are accorded too low a priority by companies preparing to acquire, or merge with,
other corporations across borders.
Respondents complain they lack the resources to manage ABC risk.
Data analytics is an increasingly important and cost-effective tool to assess ABC controls, yet only
25% use it to identify violations and of those that do, less than half monitor data to spot potential
violations.
(48)
Conclusion
Companies are facing up to the challenge of
managing ABC risk, but the expectations of
regulators continue to increase incrementally at
the same time.
Corporations with international operations are
tightening ABC controls and procedures,
causing companies in their supply chains to fall
into line.
Companies are struggling to deal with third-party
risk on the one hand and with the growing
number of national ABC regulations on the
other.
Despite better controls and stronger ABC
policies, companies continue to fail to comply
with the tougher regulations, and risk being fined
(49)
The information contained herein is of a general nature
and is not intended to address the circumstances of any
particular individual or entity. Although we endeavour to
provide accurate and timely information, there can be no
guarantee that such information is accurate as of the date
it is received or that it will continue to be accurate in the
future. No one should act on such information without
appropriate professional advice after a thorough
examination of the particular situation.
© 2015 KPMG Services Pte. Ltd., a Singapore Limited
Company and a member firm of the KPMG network of
independent member firms affiliated with KPMG
International Cooperative (KPMG International), a Swiss
Owen Hawkes
Partner, Forensic
KPMG in Singapore
(1)
Finding the needles
One of the most cost-effective tools for monitoring ABC controls
is data analytics
•
Data analytics is an increasingly important and cost-effective tool to assess ABC controls,
yet only
25%
(
Asia: 28%
)
use it to identify violations and of those that do, a mere
42%
(2)
45
Finding the needles
Comparison between ASPAC & the rest of the World
© 2015 KPMG Services Pte Ltd (Registration No: 200003956G), a Singapore incorporated company and a member firm of the KPMG network of independent member firms affiliated with KPMG International Cooperative (‘KPMG International’), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
Q.
Which areas do you focus your ABC Data Analytics on?
0% 20% 40% 60% 80% 45% 28% 14% 10% 3% 0% 0% 61% 17% 13% 5%
2% 2% 2%
(3)
(4)
47
Key Findings
A sharp increase in proportion of respondents who say they are highly challenged by the issue of
ABC compared to four years ago.
Despite difficulty monitoring business dealings with third parties, more than one third of the respondents
do not have formal processes in place to identify high-risk third parties. More than half of those with
right-to-audit clauses over third parties have not exercised the right.
As companies continue to globalize, management of third parties poses the greatest challenge in
executing ABC programs.
ABC considerations are accorded too low a priority by companies preparing to acquire, or merge with,
other corporations across borders.
Respondents complain they lack the resources to manage ABC risk.
Data analytics is an increasingly important and cost-effective tool to assess ABC controls, yet only
25% use it to identify violations and of those that do, less than half monitor data to spot potential
violations.
A top-down risk assessment would help companies set priorities, but conducting an ABC risk
assessment is one of the top challenges identified by the respondents.
© 2015 KPMG Services Pte Ltd (Registration No: 200003956G), a Singapore incorporated company and a member firm of the KPMG network of independent member firms affiliated with KPMG International Cooperative (‘KPMG International’), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
(5)
Conclusion
Companies are facing up to the challenge of
managing ABC risk, but the expectations of
regulators continue to increase incrementally at
the same time.
Corporations with international operations are
tightening ABC controls and procedures,
causing companies in their supply chains to fall
into line.
Companies are struggling to deal with third-party
risk on the one hand and with the growing
number of national ABC regulations on the
other.
Despite better controls and stronger ABC
policies, companies continue to fail to comply
with the tougher regulations, and risk being fined
heavily as a result.
(6)