SlideShare a Scribd company logo
5/13/2014
1
Copyright © FraudResourceNet LLCCopyright © FraudResourcNet LLC
Special Guest Presenter:
Donald E. Sparks, CIA, CISA, CRMA
Copyright © FraudResourceNet LLC
About Peter Goldmann, MSc., CFE
President and Founder of White Collar Crime 101
• Publisher of White-Collar Crime Fighter
• Developer of FraudAware® Anti-Fraud Training
Monthly Columnist, The Fraud Examiner,
ACFE Newsletter
Member of Editorial Advisory Board, ACFE
Author of “Fraud in the Markets”
Explains how fraud fueled the financial crisis.
5/13/2014
2
Copyright © FraudResourceNet LLC
About Jim Kaplan, CIA, CFE
President and Founder of
AuditNet®, the global resource
for auditors (now available on
Apple and Android devices)
Auditor, Web Site Guru,
Internet for Auditors Pioneer
Recipient of the IIA’s 2007
Bradford Cadmus Memorial
Award.
Author of “The Auditor’s Guide to
Internet Resources” 2nd Edition
Copyright © FraudResourceNet LLC
About Don Sparks, CIA, CISA, CRMA, 
CRMA, ARM
• Vice President Industry Relations -
Audimation Services, Inc.
• Property/casualty insurance internal
audit experience (12 yrs. as CAE)
• Worked for two Risk Services firms
• The IIA – eLearning: GAIN, Flash
Surveys, & Role of Audit in SOX monthly
2 hour web tv broadcasts
• NAIC IT Working Papers Committee
• Co-Author of GTAG 13 & GTAG 16
• June 2011, Creator & Programmer
Auditchannel.tv
Don Sparks
5/13/2014
3
Copyright © FraudResourceNet LLC
Webinar Housekeeping
This webinar and its material are the property of AuditNet® and FraudResouceNet .
Unauthorized usage or recording of this webinar or any of its material is strictly
forbidden. We are recording the webinar and you will be provided with a link access to
that recording as detailed below. Downloading or otherwise duplicating the webinar
recording is expressly prohibited.
Webinar recording link will be sent via email within 5-7 business days.
NASBA rules require us to ask polling questions during the Webinar and CPE
certificates will be sent via email to those who answer ALL the polling questions
The CPE certificates and link to the recording will be sent to the email address you
registered with in GTW. We are not responsible for delivery problems due to spam
filters, attachment restrictions or other controls in place for your email client.
Submit questions via the chat box on your screen and we will answer them either
during or at the conclusion.
After the Webinar is over you will have an opportunity to provide feedback. Please
complete the feedback questionnaire to help us continuously improve our Webinars
If GTW stops working you may need to close and restart. You can always dial in and
listen and follow along with the handout.
Copyright © FraudResourceNet LLC
The views expressed by the presenters do not necessarily represent the 
views, positions, or opinions of FraudResourceNet LLC (FRN) or the 
presenters’ respective organizations. These materials, and the oral 
presentation accompanying them, are for educational purposes only and 
do not constitute accounting or legal advice or create an accountant‐client 
relationship. 
While FRN makes every effort to ensure information is accurate and 
complete, FRN makes no representations, guarantees, or warranties as to 
the accuracy or completeness of the information provided via this 
presentation. FRN specifically disclaims all liability for any claims or 
damages that may result from the information contained in this 
presentation, including any websites maintained by third parties and 
linked to the FRN website
Any mention of commercial products is for information only; it does not 
imply recommendation or endorsement by FraudResourceNet LLC
6
Disclaimers
5/13/2014
4
Copyright © FraudResourceNet LLC
Today’s Agenda
 Awareness
 What Can Go Wrong
 Vendor Master File Policy
 Role of Internal Audit
 Red Flags
 Controls
 Risk Based Audit Plans
 Transactional Tests
 Questions
Copyright © FraudResourceNet LLC
Awareness
 Duplicate vendors left in the vendor master file are 
the leading cause of duplicate payments 
 The creation of an imaginary vendor (shell) or use 
of a dormant account can start AP fraud
 Reducing vendors not used recently or with stale 
data will improve efficiency of payable operations
5/13/2014
5
Copyright © FraudResourceNet LLC
Role of Internal Audit
According to the Red Book (IPPF):
 Assurance – Auditing the “Vendors”
 Consultant‐ Reporting and assisting an internal 
committee with vendor master file oversight duties 
including investigation skills when allegations of 
fraud arise
Copyright © FraudResourceNet LLC
What is Vendor Master File
The VMF is a key component of a company’s accounts 
payable system.  This file contains the names, 
addresses, TIN’s, and payment terms of each vendor.   
The VMF becomes the control of every payment 
processed by the accounts payable system and 
therefore strict policies and procedures must be 
established and maintained.  If not significant errors 
and fraud will result.
5/13/2014
6
Copyright © FraudResourceNet LLC
What are the 3 key steps to preventing VMF
Fraud?
A. Remove duplicate vendors
B. Rigid and formal check signing authority levels
C. Due Diligence process for detecting Shell companies
D. De-activate dormant vendors to prevent further usage
Polling Question 1
Copyright © FraudResourceNet LLC
Beware of Slippery Slope
1210‐A3‐ Proficiency Standard: “Internal auditors 
must have sufficient knowledge of key information 
technology risks and controls and available 
technology‐based audit techniques to perform their 
assigned work” 
Problem:  The only source of knowledge is 
experience – Albert Einstein
5/13/2014
7
Copyright © FraudResourceNet LLC
Black Balled Firm Back
Copyright © FraudResourceNet LLC
The Internal Audit department of a northwest Chicago suburban location 
discovered a fraud that went on for over ten years.  Recently a long term 
employee decided to retire.  A couple of days after retirement, a tenant in 
the building owned by the insurance company questioned why they no 
longer received their mail.  The employee that retired always went to the 
post office each day and picked up the tenants mail and daily newspapers.
But now the tenants’ allegations are that a service they paid for a year in 
advance was no longer being received.  The chief audit executive was 
unaware that the company offered tenants this service and asked the 
tenants to produce an invoice.  The tenants found the original invoices 
which indicated the tenants were to make their checks payable to the 
same company the insurance company used for nightly cleaning services. 
The chief called for a committee meeting, a committee that reviewed 
modifications to the vendor master file and learned that three executives 
had formed a company to provide the cleaning services and falsified the 
required every 3 to 5 year competitive bidding document.
Employee‐Run Service
5/13/2014
8
Copyright © FraudResourceNet LLC
What Can Go Wrong
Copyright © FraudResourceNet LLC
What Can Go Wrong
5/13/2014
9
Copyright © FraudResourceNet LLC
Shell Company Scheme
For $150, Paula was “in business.”  That small 
investment bought a company name or DBA (doing 
business as) certificate — which was the key to her 
grand plan to defraud her employer.  She used the 
certificate to set‐up a business checking account and 
then added the new enterprise as a vendor in the 
accounting system. A few days later she submitted her 
first invoice for payment. Her boss, the owner of the 
company, never noticed. Paula stole nearly $860,000 
over the next six years.
Copyright © FraudResourceNet LLC
 Invoices, purchase orders and receiving reports must be 
matched before payment issued
 Purchasing department should be independent of receiving, 
shipping and accounting
 Purchases must have management approval of 
acceptance/completion
 Maintain a current approved vendor list
 Use competitive bids for major purchases
 Vendor purchases should be reviewed for abnormal levels
 Control methods should be implemented for duplicate 
invoices/purchase orders
Controls To Consider
5/13/2014
10
Copyright © FraudResourceNet LLC
According to the IPPF, Internal Auditing
provides these two services?
A. Compliance with laws and safeguard assets
B. Assist management in the completion of its goals and
objectives
C. Assurance and Consulting services
D. Determine the integrity & reliability of financial and
operational information
Polling Question 2
Copyright © FraudResourceNet LLC
Do you have a VMF policy?
An effective vendor master file policy includes :
1. Regular reports on activity – continuous monitoring
2. Regular communications with vendors
3. A consistent naming convention
4. Rules addressing vendor additions and deletions
5. Regular cleaning and purging duplicate, merged 
companies,  old or dormant  accounts.
5/13/2014
11
Copyright © FraudResourceNet LLC
VMF Activity Reports
Quarterly
 Additions
 Deletions
 Record Changes
 Looking for Duplicates
 Compare to IRS TIN
 Regular cleaning of the VMF can eliminate 
accidental duplicate payments
 Annually do the same just before 1099 time
Copyright © FraudResourceNet LLC
Naming Convention
VMF name should match the W9 report with all 
punctuation removed
 New invoices with a different name go to a 
supervisor
 Supervisor contacts the company and resolves the 
discrepancy
 Abbreviations are used only if on the W9, or the 
name is too long to fit on the payee line of the 
check
5/13/2014
12
Copyright © FraudResourceNet LLC
Vendor Background 
Checks
 Review industry watch‐lists
 Conduct a corporate registry search
 Search politically exposes persons (PEP) 
databases
 Verify the vendor’s key individuals
 Verify the vendor’s insurance
 Verify professional licenses
 Check with at least 3 customers using the vendor
Copyright © FraudResourceNet LLC
What is a Shell Company
A company that does not have a physical presence 
and generates little independent economic value.  
Perpetrated by vendors or employees.  Three part 
process:
 Setting up the shell company as a vendor
 Submitting an invoice
 Obtain payment approval for the fake invoice
5/13/2014
13
Copyright © FraudResourceNet LLC
Leonard  Vona Quote
“Shell companies are legal entities that are frequently 
used by individuals to conduct criminal behavior. Such 
fraudulent measures include money laundering, 
billing schemes, fictitious service schemes, 
bankruptcy fraud, tax evasion, as well as market 
manipulation. While authorities are continuously 
investigating the illegal utilization of shell entities, 
they are finding it difficult to prosecute those whom 
are criminally involved. States do not require much, if 
any, ownership information on company formation 
documents, therefore, making it almost foolproof for 
law officials to prosecute.”
Copyright © FraudResourceNet LLC
Shell company Statistics
Unfortunately, this story is far too common when it 
comes to small business fraud. According to experts, 
shell company schemes, where a fake entity is 
established by a dishonest employee to bill a company 
for goods or services it does not receive, represent 
about half of all fraudulent disbursement schemes.
All it takes is a greedy employee. In many cases the 
scheming can last for years. The Association of Certified 
Fraud Examiners (ACFE) pegs the median loss from shell 
company schemes at nearly $600,000.
5/13/2014
14
Copyright © FraudResourceNet LLC
Beware of the Red Flags of 
Fraud
 Invoices cannot be traced to shipments
 Multiple payments to single vendor on the same date
 Pattern of purchases just below review level
 Unusually quick turnaround of invoices
 Payment to multiple vendors for the same product
 Extreme inventory shortage
 Expenses increase dramatically
 Unexplained rise in cost of goods sold
 Unexplained decrease in gross/net profits
 Excessive materials orders
 Goods not purchased at optimal reorder point
 High level approval of a low level transaction
Copyright © FraudResourceNet LLC
Red Flag Indicators for Billing 
Schemes 
 • Invoices for unspecified services or “soft” billings such as consulting  or 
advertising 
 • Unfamiliar vendors 
 • Vendors with P.O. Boxes only 
 • Vendors with company names consisting of initials only 
 • Rapidly increasing purchases from one vendor 
 • Vendor billings more than once a month 
 • Vendor addresses that match employee addresses 
 • Large billings broken into multiple smaller invoices 
 • Internal control deficiencies, i.e., budgeting, approval levels 
 • Unfolded invoices which may indicate they weren’t mailed
5/13/2014
15
Copyright © FraudResourceNet LLC
What is a shell company?
A. A company that does not have a physical presence
B. Does not provide goods or services
C. Perpetrated by vendors, customers or employees
D. All of the above
E. None of the above
Polling Question 3
Copyright © FraudResourceNet LLC
Red Flags
1210.A2‐ Proficiency ‐ Internal auditors must have 
sufficient knowledge to evaluate the risk of fraud and 
the manner in which it is managed within the 
organization
5/13/2014
16
Copyright © FraudResourceNet LLC
Use a COSO Framework for 
Consulting 
Copyright © FraudResourceNet LLC
Assurance Role Objectives
 Procurement policy and procedures followed in 
obtaining the goods and/or services
 Payments made to the vendor comply with 
applicable invoice or purchase order requirements
 Free of conflicts of interest/business conduct issues 
 (Vendor employees) in compliance with internal 
Code of Ethics and Conflict of Interest Policies
 Compliance with the Master Service Agreement and 
other applicable contracts 
 Agree to open, independent and objective audit
5/13/2014
17
Copyright © FraudResourceNet LLC
Best Time To Audit
2010 – Planning:  “The chief audit executive must 
establish risk based plans to determine the priorities 
of the internal audit activity consistent with the 
organization’s goals”
Two ways:
1.  Traditional comparison of current period to 
prior period(s)
2.  Risk Scoring (many in development)
Copyright © FraudResourceNet LLC
Traditional Selection 
Descending
5/13/2014
18
Copyright © FraudResourceNet LLC
Traditional Selection 
Ascending
Copyright © FraudResourceNet LLC
What are some red flags of vendor master
file fraud?
A. Invoices can not be traced to shipments
B. Payment to multiple vendors for the same product
C. Unusually excessive material orders
D. All of the above
E. None of the above
Polling Question 4
5/13/2014
19
Copyright © FraudResourceNet LLC
Risk Profile; Risk Rank Vendor
Deloitte – Chicago Spring 2014
Characteristics Red Yellow Green
SpendAmount >1m >500k >100k
Type of Spend Labor, allocations Material, equip Services
Contract Complexity High Med Low
ContractType Cost Plus Hybrid Fixed Fee
Relationship Origin Sole sourced Hybrid Competitive bid
Historical Relationship Poor Neutral Trusted Advisor
Business Results/Issues Open civil/ 
criminal,bankruptcy
Multiple 
undisclosed 
related entities
No undisclosed 
related entities
Analytical Results/Issues Many exceptions Some 
exceptions
No exceptions
Audit Rights None Standard Strong
Vendors Structure Decentralized Some issues Centralized billing 
and accounting
Copyright © FraudResourceNet LLC
Risk Profiling – Selection 
Framework
Deloitte Chicago Spring 2014
5/13/2014
20
Copyright © FraudResourceNet LLC
Best Solution –
Transactional Tests
Since uncovering errors and fraud are sometimes like finding a 
needle in a haystack, it is important to analyze the data from 
several different perspectives. For example, duplicate testing 
on different combinations of fields (name, address, bank 
account number, tax ID number), as well as sophisticated 
matching methods (e.g. full name match, part name match, 
sounds like match) between employee and vendor files work 
well for this type of analysis.
Auditing vendor files is generally the best way to quickly risk 
assess where the issues may lie, as auditing transactional data 
can be overwhelming. Therefore, once you’ve cleaned house 
within the vendor master file, you’ll be ready to move on to 
analyzing transactional data, now armed with a list of vendors 
that are most likely to cause failure.
Copyright © FraudResourceNet LLC
Tech‐Enabled Tests
1. Scope analysis of top 20 vendors during a three 
year period. (looking to see if vendors in the top are 
replaced and why if they are good)
2. Risk assessing your current vendor master file
3. Vendor Setup
4. False Vendors
5. After the fact purchase orders
6. Test round sum of payments
7. Payments to vendors almost immediately after 
setup
5/13/2014
21
Copyright © FraudResourceNet LLC
Name some good areas for companies to
consider continuous monitoring?
A.   Vendor Additions/Deletions/De‐activations
B.   Vendor Record Changes
C.   Vendor Industry Watch‐Lists
D. All of the above
E. None of the above
Polling Question 5
Copyright © FraudResourceNet LLC
Tech‐Enabled Tests
8. Payments from inactive vendors
9. Stratification or pivot table payables approval levels
10. Benford's law
11. Holding credit balances on inactive accounts receivables
12. Inconsistent invoice number length test
13. Nepotism ‐ adding relatives that live in same house to 
employees
14. Payments to PO boxes
15. Round number tests
16. Payments on weekends or late at night
5/13/2014
22
Copyright © FraudResourceNet LLC
Conclusions
Major Steps to Avoid or Reduce Vendor Fraud
Be sure vendors are legitimate before you start obtaining 
goods or services – look out for “shell” company fraud 
schemes
Do not conduct business with vendors that will not sign your  
conflicts of interest, business conduct statements or right to 
audit policies
Background checks must be issue‐ free – do your due diligence 
Control vendors and reduce risk with Master Service 
Agreement and other applicable contracts
Copyright © FraudResourceNet LLC
How often should an organization look for
dulicate vendors and shell companies?
A. Upon receipt of invoices with differing company
names (or the invoice numbering scheme is not
consistent)
B. If invoices can not be traced to goods or services
C. If the invoice received for payment does not appear to
have been received in the mail (no fold creases)
D. All of the above
E. None of the above
Polling Question 6
5/13/2014
23
Copyright © FraudResourceNet LLC
Conclusions
Major Steps to Avoid or Reduce Vendor Fraud (part 2)
Separation of duties – approval of vendors in the master file 
handled by an operation other than the area that reviews 
receipt, acceptance and payment for goods and services
“Black‐balled” vendors stay dormant in your VMF
Eliminate manually written checks.  Checks only issued to 
those listed in the VMF.
Committee that approves all new vendors.
Copyright © FraudResourceNet LLC
 June 11 Essentials of an Effective Fraud 
Response Plan
 June 18 Quick Response Fraud Detection 
Using Data Analytics
Coming Up Next
5/13/2014
24
Copyright © FraudResourceNet LLC
The best information newsletter 
on fraud and white collar crime is 
now available for free!
Sign Up Now
Please share with your network!
WCC Fighter News ‐ Free
Copyright © FraudResourceNet LLC
Thank You!
Website: http://www.fraudresourcenet.com
Jim Kaplan
FraudResourceNet™
800‐385‐1625 
jkaplan@fraudresourcenet.com
Peter Goldmann
FraudResourceNet™
800‐440‐2261
pgoldmann@fraudresourcenet.com
Don Sparks
Audimation Services Inc
832‐327‐1877
dons@audimation.com

More Related Content

Viewers also liked

How your vendor master file is critical to governance, risk management and co...
How your vendor master file is critical to governance, risk management and co...How your vendor master file is critical to governance, risk management and co...
How your vendor master file is critical to governance, risk management and co...
Oracle
 
Vendor Management Systems Best Practices
Vendor Management Systems Best PracticesVendor Management Systems Best Practices
Vendor Management Systems Best Practicesjeffmonaghan
 
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
Jim Kaplan CIA CFE
 
Finding Payroll Fraud Using Audit Software
Finding Payroll Fraud Using Audit SoftwareFinding Payroll Fraud Using Audit Software
Finding Payroll Fraud Using Audit Software
FraudBusters
 
Fraud, Waste & Abuse: Capture low hanging fruit and more
Fraud, Waste & Abuse: Capture low hanging fruit and moreFraud, Waste & Abuse: Capture low hanging fruit and more
Fraud, Waste & Abuse: Capture low hanging fruit and more
Brett Reynolds
 
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data AnalyticsIs Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
FraudBusters
 
Catch T&E and P-Card Fraudsters Using Data Analytics
Catch T&E and P-Card Fraudsters Using Data AnalyticsCatch T&E and P-Card Fraudsters Using Data Analytics
Catch T&E and P-Card Fraudsters Using Data Analytics
FraudBusters
 
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data AnalysisRecognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
FraudBusters
 
Quick Response Fraud Detection
Quick Response Fraud DetectionQuick Response Fraud Detection
Quick Response Fraud Detection
FraudBusters
 
Think Like a Fraudster to Catch a Fraudster
Think Like a Fraudster to Catch a FraudsterThink Like a Fraudster to Catch a Fraudster
Think Like a Fraudster to Catch a Fraudster
FraudBusters
 
Using Data Analytics to Find and Deter Procure to Pay Fraud
Using Data Analytics to Find and Deter Procure to Pay FraudUsing Data Analytics to Find and Deter Procure to Pay Fraud
Using Data Analytics to Find and Deter Procure to Pay Fraud
FraudBusters
 
User Behavior Analytics And The Benefits To Companies
User Behavior Analytics And The Benefits To CompaniesUser Behavior Analytics And The Benefits To Companies
User Behavior Analytics And The Benefits To Companies
Spectorsoft
 
Ponzis, Pyramids, and Bubbles: An introduction to financial fraud
Ponzis, Pyramids, and Bubbles: An introduction to financial fraudPonzis, Pyramids, and Bubbles: An introduction to financial fraud
Ponzis, Pyramids, and Bubbles: An introduction to financial fraud
Russell James
 
IT Act 2000 Penalties, Offences with case studies
IT Act 2000 Penalties, Offences with case studies IT Act 2000 Penalties, Offences with case studies
IT Act 2000 Penalties, Offences with case studies
Network Intelligence India
 
Using benford's law for fraud detection and auditing
Using benford's law for fraud detection and auditingUsing benford's law for fraud detection and auditing
Using benford's law for fraud detection and auditing
Jim Kaplan CIA CFE
 
Vendor rating system
Vendor rating systemVendor rating system
Vendor rating system
Chandrmouli Singh
 
Fraud: Understanding Fraud and Our Responsibilities
Fraud:  Understanding Fraud and Our ResponsibilitiesFraud:  Understanding Fraud and Our Responsibilities
Fraud: Understanding Fraud and Our Responsibilities
Jason Lundell
 
Hr analytics
Hr analyticsHr analytics
Hr analyticsE P John
 
HR Analytics, Done Right
HR Analytics, Done RightHR Analytics, Done Right
HR Analytics, Done Right
Trendwise Analytics
 

Viewers also liked (20)

How your vendor master file is critical to governance, risk management and co...
How your vendor master file is critical to governance, risk management and co...How your vendor master file is critical to governance, risk management and co...
How your vendor master file is critical to governance, risk management and co...
 
Vendor Management Systems Best Practices
Vendor Management Systems Best PracticesVendor Management Systems Best Practices
Vendor Management Systems Best Practices
 
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
Using Microsoft Excel in Your Next Internal and External Audit - Learning The...
 
Finding Payroll Fraud Using Audit Software
Finding Payroll Fraud Using Audit SoftwareFinding Payroll Fraud Using Audit Software
Finding Payroll Fraud Using Audit Software
 
Fraud, Waste & Abuse: Capture low hanging fruit and more
Fraud, Waste & Abuse: Capture low hanging fruit and moreFraud, Waste & Abuse: Capture low hanging fruit and more
Fraud, Waste & Abuse: Capture low hanging fruit and more
 
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data AnalyticsIs Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
Is Your Payroll Being Plundered - Detecting Payroll Fraud Using Data Analytics
 
Catch T&E and P-Card Fraudsters Using Data Analytics
Catch T&E and P-Card Fraudsters Using Data AnalyticsCatch T&E and P-Card Fraudsters Using Data Analytics
Catch T&E and P-Card Fraudsters Using Data Analytics
 
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data AnalysisRecognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
Recognizing and Preventing Fixed Asset and Inventory Fraud using Data Analysis
 
Quick Response Fraud Detection
Quick Response Fraud DetectionQuick Response Fraud Detection
Quick Response Fraud Detection
 
Think Like a Fraudster to Catch a Fraudster
Think Like a Fraudster to Catch a FraudsterThink Like a Fraudster to Catch a Fraudster
Think Like a Fraudster to Catch a Fraudster
 
Using Data Analytics to Find and Deter Procure to Pay Fraud
Using Data Analytics to Find and Deter Procure to Pay FraudUsing Data Analytics to Find and Deter Procure to Pay Fraud
Using Data Analytics to Find and Deter Procure to Pay Fraud
 
User Behavior Analytics And The Benefits To Companies
User Behavior Analytics And The Benefits To CompaniesUser Behavior Analytics And The Benefits To Companies
User Behavior Analytics And The Benefits To Companies
 
Ponzis, Pyramids, and Bubbles: An introduction to financial fraud
Ponzis, Pyramids, and Bubbles: An introduction to financial fraudPonzis, Pyramids, and Bubbles: An introduction to financial fraud
Ponzis, Pyramids, and Bubbles: An introduction to financial fraud
 
IT Act 2000 Penalties, Offences with case studies
IT Act 2000 Penalties, Offences with case studies IT Act 2000 Penalties, Offences with case studies
IT Act 2000 Penalties, Offences with case studies
 
Using benford's law for fraud detection and auditing
Using benford's law for fraud detection and auditingUsing benford's law for fraud detection and auditing
Using benford's law for fraud detection and auditing
 
Vendor rating system
Vendor rating systemVendor rating system
Vendor rating system
 
Fraud: Understanding Fraud and Our Responsibilities
Fraud:  Understanding Fraud and Our ResponsibilitiesFraud:  Understanding Fraud and Our Responsibilities
Fraud: Understanding Fraud and Our Responsibilities
 
Hr analytics
Hr analyticsHr analytics
Hr analytics
 
Fraud principles1
Fraud principles1Fraud principles1
Fraud principles1
 
HR Analytics, Done Right
HR Analytics, Done RightHR Analytics, Done Right
HR Analytics, Done Right
 

Similar to Vendor Master File Fraud Detection and Prevention Using Data Analytics

Fraud Incident Response Planning Essentials
Fraud  Incident Response Planning EssentialsFraud  Incident Response Planning Essentials
Fraud Incident Response Planning Essentials
FraudBusters
 
Uncovering Fraud in Key Financial Accounts using Data Analysis
Uncovering Fraud in Key Financial Accounts using Data AnalysisUncovering Fraud in Key Financial Accounts using Data Analysis
Uncovering Fraud in Key Financial Accounts using Data Analysis
FraudBusters
 
Bribery and Corruption (FCPA): What Auditors Need to Know
Bribery and Corruption (FCPA): What Auditors Need to KnowBribery and Corruption (FCPA): What Auditors Need to Know
Bribery and Corruption (FCPA): What Auditors Need to Know
FraudBusters
 
The Power of Benford's Law in Finding Fraud
The Power of Benford's Law in Finding FraudThe Power of Benford's Law in Finding Fraud
The Power of Benford's Law in Finding Fraud
FraudBusters
 
Benford's Law: How to Use it to Detect Fraud in Financial Data
Benford's Law: How to Use it to Detect Fraud in Financial DataBenford's Law: How to Use it to Detect Fraud in Financial Data
Benford's Law: How to Use it to Detect Fraud in Financial Data
FraudBusters
 
Best Practices in Detecting Payable Fraud Using Data Analytics
Best Practices in Detecting Payable Fraud Using Data AnalyticsBest Practices in Detecting Payable Fraud Using Data Analytics
Best Practices in Detecting Payable Fraud Using Data Analytics
FraudBusters
 
How to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
How to Use Data Analytics to Detect Fixed Asset and Inventory FraudHow to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
How to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
FraudBusters
 
Using Data Analytics to Detect and Prevent Corporate and P-Card Fraud
Using Data Analytics to Detect and Prevent Corporate and P-Card FraudUsing Data Analytics to Detect and Prevent Corporate and P-Card Fraud
Using Data Analytics to Detect and Prevent Corporate and P-Card Fraud
FraudBusters
 
Using Data Analytics to Detect and Deter Procure to Pay Fraud
Using Data Analytics to Detect and Deter Procure to Pay FraudUsing Data Analytics to Detect and Deter Procure to Pay Fraud
Using Data Analytics to Detect and Deter Procure to Pay Fraud
FraudBusters
 
Fraud Risk Assessment: An Expert’s Blueprint
Fraud Risk Assessment: An Expert’s BlueprintFraud Risk Assessment: An Expert’s Blueprint
Fraud Risk Assessment: An Expert’s Blueprint
FraudBusters
 
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
FraudBusters
 
Establishing an Organization Wide Fraud Policy
Establishing an Organization Wide Fraud PolicyEstablishing an Organization Wide Fraud Policy
Establishing an Organization Wide Fraud Policy
FraudBusters
 
Essentials of a Highly Effective Employee Fraud Awareness Program
Essentials of a Highly Effective Employee Fraud Awareness ProgramEssentials of a Highly Effective Employee Fraud Awareness Program
Essentials of a Highly Effective Employee Fraud Awareness Program
FraudBusters
 
Proactive Data Analysis Techniques to Detect Financial Statement Fraud
Proactive Data Analysis Techniques to Detect Financial Statement FraudProactive Data Analysis Techniques to Detect Financial Statement Fraud
Proactive Data Analysis Techniques to Detect Financial Statement Fraud
FraudBusters
 
Background Check Best Practices
Background Check Best PracticesBackground Check Best Practices
Background Check Best Practices
FraudBusters
 
Effective General Ledger and Journal Entry Fraud Detection Using Data Analytics
Effective General Ledger and Journal Entry Fraud Detection Using Data AnalyticsEffective General Ledger and Journal Entry Fraud Detection Using Data Analytics
Effective General Ledger and Journal Entry Fraud Detection Using Data Analytics
FraudBusters
 
It52015 slides
It52015 slidesIt52015 slides
It52015 slides
Jim Kaplan CIA CFE
 
.Ethics for Auditors: Understanding Current Issues in Financial Integrity
.Ethics for Auditors: Understanding Current Issues in Financial Integrity.Ethics for Auditors: Understanding Current Issues in Financial Integrity
.Ethics for Auditors: Understanding Current Issues in Financial Integrity
FraudBusters
 
Continuous Controls Monitoring: Putting Controls in Place is Not Enough
Continuous Controls Monitoring: Putting Controls in Place is Not EnoughContinuous Controls Monitoring: Putting Controls in Place is Not Enough
Continuous Controls Monitoring: Putting Controls in Place is Not Enough
FraudBusters
 
Management Override: Common Tactics and How to Audit For Red Flags
Management Override: Common Tactics and How to Audit For Red FlagsManagement Override: Common Tactics and How to Audit For Red Flags
Management Override: Common Tactics and How to Audit For Red Flags
FraudBusters
 

Similar to Vendor Master File Fraud Detection and Prevention Using Data Analytics (20)

Fraud Incident Response Planning Essentials
Fraud  Incident Response Planning EssentialsFraud  Incident Response Planning Essentials
Fraud Incident Response Planning Essentials
 
Uncovering Fraud in Key Financial Accounts using Data Analysis
Uncovering Fraud in Key Financial Accounts using Data AnalysisUncovering Fraud in Key Financial Accounts using Data Analysis
Uncovering Fraud in Key Financial Accounts using Data Analysis
 
Bribery and Corruption (FCPA): What Auditors Need to Know
Bribery and Corruption (FCPA): What Auditors Need to KnowBribery and Corruption (FCPA): What Auditors Need to Know
Bribery and Corruption (FCPA): What Auditors Need to Know
 
The Power of Benford's Law in Finding Fraud
The Power of Benford's Law in Finding FraudThe Power of Benford's Law in Finding Fraud
The Power of Benford's Law in Finding Fraud
 
Benford's Law: How to Use it to Detect Fraud in Financial Data
Benford's Law: How to Use it to Detect Fraud in Financial DataBenford's Law: How to Use it to Detect Fraud in Financial Data
Benford's Law: How to Use it to Detect Fraud in Financial Data
 
Best Practices in Detecting Payable Fraud Using Data Analytics
Best Practices in Detecting Payable Fraud Using Data AnalyticsBest Practices in Detecting Payable Fraud Using Data Analytics
Best Practices in Detecting Payable Fraud Using Data Analytics
 
How to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
How to Use Data Analytics to Detect Fixed Asset and Inventory FraudHow to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
How to Use Data Analytics to Detect Fixed Asset and Inventory Fraud
 
Using Data Analytics to Detect and Prevent Corporate and P-Card Fraud
Using Data Analytics to Detect and Prevent Corporate and P-Card FraudUsing Data Analytics to Detect and Prevent Corporate and P-Card Fraud
Using Data Analytics to Detect and Prevent Corporate and P-Card Fraud
 
Using Data Analytics to Detect and Deter Procure to Pay Fraud
Using Data Analytics to Detect and Deter Procure to Pay FraudUsing Data Analytics to Detect and Deter Procure to Pay Fraud
Using Data Analytics to Detect and Deter Procure to Pay Fraud
 
Fraud Risk Assessment: An Expert’s Blueprint
Fraud Risk Assessment: An Expert’s BlueprintFraud Risk Assessment: An Expert’s Blueprint
Fraud Risk Assessment: An Expert’s Blueprint
 
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
Quick Response Fraud Detection using Data Analytics: Hitting the Ground Runni...
 
Establishing an Organization Wide Fraud Policy
Establishing an Organization Wide Fraud PolicyEstablishing an Organization Wide Fraud Policy
Establishing an Organization Wide Fraud Policy
 
Essentials of a Highly Effective Employee Fraud Awareness Program
Essentials of a Highly Effective Employee Fraud Awareness ProgramEssentials of a Highly Effective Employee Fraud Awareness Program
Essentials of a Highly Effective Employee Fraud Awareness Program
 
Proactive Data Analysis Techniques to Detect Financial Statement Fraud
Proactive Data Analysis Techniques to Detect Financial Statement FraudProactive Data Analysis Techniques to Detect Financial Statement Fraud
Proactive Data Analysis Techniques to Detect Financial Statement Fraud
 
Background Check Best Practices
Background Check Best PracticesBackground Check Best Practices
Background Check Best Practices
 
Effective General Ledger and Journal Entry Fraud Detection Using Data Analytics
Effective General Ledger and Journal Entry Fraud Detection Using Data AnalyticsEffective General Ledger and Journal Entry Fraud Detection Using Data Analytics
Effective General Ledger and Journal Entry Fraud Detection Using Data Analytics
 
It52015 slides
It52015 slidesIt52015 slides
It52015 slides
 
.Ethics for Auditors: Understanding Current Issues in Financial Integrity
.Ethics for Auditors: Understanding Current Issues in Financial Integrity.Ethics for Auditors: Understanding Current Issues in Financial Integrity
.Ethics for Auditors: Understanding Current Issues in Financial Integrity
 
Continuous Controls Monitoring: Putting Controls in Place is Not Enough
Continuous Controls Monitoring: Putting Controls in Place is Not EnoughContinuous Controls Monitoring: Putting Controls in Place is Not Enough
Continuous Controls Monitoring: Putting Controls in Place is Not Enough
 
Management Override: Common Tactics and How to Audit For Red Flags
Management Override: Common Tactics and How to Audit For Red FlagsManagement Override: Common Tactics and How to Audit For Red Flags
Management Override: Common Tactics and How to Audit For Red Flags
 

More from FraudBusters

Best Practices: Planning Data Analytic into Your Audits
Best Practices: Planning Data Analytic into Your AuditsBest Practices: Planning Data Analytic into Your Audits
Best Practices: Planning Data Analytic into Your Audits
FraudBusters
 
Ways to Beat Vendor and Procurement Fraudsters Using Data Analysis
Ways to Beat Vendor and Procurement Fraudsters Using Data AnalysisWays to Beat Vendor and Procurement Fraudsters Using Data Analysis
Ways to Beat Vendor and Procurement Fraudsters Using Data Analysis
FraudBusters
 
Fraud in Social Media: Facing the Growing Threat
Fraud in Social Media: Facing the Growing ThreatFraud in Social Media: Facing the Growing Threat
Fraud in Social Media: Facing the Growing Threat
FraudBusters
 
Setting Up and Managing an Anonymous Fraud Hotline
Setting Up and Managing an Anonymous Fraud HotlineSetting Up and Managing an Anonymous Fraud Hotline
Setting Up and Managing an Anonymous Fraud Hotline
FraudBusters
 
Detecting Healthcare Vendor Fraud Using Data Analysis
Detecting Healthcare Vendor Fraud Using Data AnalysisDetecting Healthcare Vendor Fraud Using Data Analysis
Detecting Healthcare Vendor Fraud Using Data Analysis
FraudBusters
 
Using Data Analytics to Conduct a Forensic Audit
Using Data Analytics to Conduct a Forensic AuditUsing Data Analytics to Conduct a Forensic Audit
Using Data Analytics to Conduct a Forensic Audit
FraudBusters
 
Detecting and Auditing for Fraud in Financial Statements Using Data Analysis
Detecting and Auditing for Fraud in Financial Statements Using Data AnalysisDetecting and Auditing for Fraud in Financial Statements Using Data Analysis
Detecting and Auditing for Fraud in Financial Statements Using Data Analysis
FraudBusters
 
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm ThemFraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
FraudBusters
 

More from FraudBusters (8)

Best Practices: Planning Data Analytic into Your Audits
Best Practices: Planning Data Analytic into Your AuditsBest Practices: Planning Data Analytic into Your Audits
Best Practices: Planning Data Analytic into Your Audits
 
Ways to Beat Vendor and Procurement Fraudsters Using Data Analysis
Ways to Beat Vendor and Procurement Fraudsters Using Data AnalysisWays to Beat Vendor and Procurement Fraudsters Using Data Analysis
Ways to Beat Vendor and Procurement Fraudsters Using Data Analysis
 
Fraud in Social Media: Facing the Growing Threat
Fraud in Social Media: Facing the Growing ThreatFraud in Social Media: Facing the Growing Threat
Fraud in Social Media: Facing the Growing Threat
 
Setting Up and Managing an Anonymous Fraud Hotline
Setting Up and Managing an Anonymous Fraud HotlineSetting Up and Managing an Anonymous Fraud Hotline
Setting Up and Managing an Anonymous Fraud Hotline
 
Detecting Healthcare Vendor Fraud Using Data Analysis
Detecting Healthcare Vendor Fraud Using Data AnalysisDetecting Healthcare Vendor Fraud Using Data Analysis
Detecting Healthcare Vendor Fraud Using Data Analysis
 
Using Data Analytics to Conduct a Forensic Audit
Using Data Analytics to Conduct a Forensic AuditUsing Data Analytics to Conduct a Forensic Audit
Using Data Analytics to Conduct a Forensic Audit
 
Detecting and Auditing for Fraud in Financial Statements Using Data Analysis
Detecting and Auditing for Fraud in Financial Statements Using Data AnalysisDetecting and Auditing for Fraud in Financial Statements Using Data Analysis
Detecting and Auditing for Fraud in Financial Statements Using Data Analysis
 
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm ThemFraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
Fraudulent Documentation: Fraudsters’ Secret Weapon ... How to Disarm Them
 

Recently uploaded

Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
manishkhaire30
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
dwreak4tg
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
ahzuo
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
mbawufebxi
 
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfEnhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
GetInData
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
axoqas
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
Roger Valdez
 
Machine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptxMachine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptx
balafet
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
jerlynmaetalle
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
v3tuleee
 
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
mzpolocfi
 
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
haila53
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
u86oixdj
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
g4dpvqap0
 
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
slg6lamcq
 
Adjusting OpenMP PageRank : SHORT REPORT / NOTES
Adjusting OpenMP PageRank : SHORT REPORT / NOTESAdjusting OpenMP PageRank : SHORT REPORT / NOTES
Adjusting OpenMP PageRank : SHORT REPORT / NOTES
Subhajit Sahu
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
Subhajit Sahu
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Subhajit Sahu
 

Recently uploaded (20)

Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
 
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfEnhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
 
Machine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptxMachine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptx
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
 
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
 
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
原版制作(swinburne毕业证书)斯威本科技大学毕业证毕业完成信一模一样
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
 
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
 
Adjusting OpenMP PageRank : SHORT REPORT / NOTES
Adjusting OpenMP PageRank : SHORT REPORT / NOTESAdjusting OpenMP PageRank : SHORT REPORT / NOTES
Adjusting OpenMP PageRank : SHORT REPORT / NOTES
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
 

Vendor Master File Fraud Detection and Prevention Using Data Analytics