the shield against financial fraud: sap business integrity ... ac slide decks... · powerful data...
TRANSCRIPT
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May 7 – 9, 2019
THE SHIELD AGAINST FINANCIAL FRAUD:SAP Business Integrity Screening
Lane Leskela, SAP Global Business Development DirectorTomás Kong, SAP Global GRC Solution Owner
Session ID #83898
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About the Speakers
Lane Leskela• SAP Global Business Development Director• 25 years in enterprise software and systems
product and channel marketing, market research, advisory and business development – 9 of those at SAP
• Formerly at SafePaas, Oracle and Gartner• Columbia University and Portland State
University Alum• Lived in China and Hong Kong in the 1990’s
and, since 2002, in Greater Seattle• Scaled both the Desert and Seashore ends of
the Great Wall - 5,500 miles apart
Tomás Kong• SAP Global GRC Solution Owner• 25 years in enterprise software product
management and professional services – 12 of those at SAP
• Formerly at Oracle and KPMG• Santa Clara University Alum• Grew up in South America. Long-time
resident of San Francisco bay area• Spent a whole week exploring the salt desert
of Uyuni, Bolivia – largest in the world
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• Challenges and Opportunities Driving the Transformation of Risk Management
• What’s Happening with Screening and Anomaly Detection?
• Overview of SAP Business Integrity Screening
• SAP Business Integrity Screening Demo
• SAP Business Integrity Screening in Customer Fraud Mitigation Scenarios
• SAP Business Integrity Screening Summary
Our Agenda
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Challenges and Opportunities Driving the Transformation of Risk Management
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Challenges and opportunities driving global transformation
Need for managing increased risk and volatility
Rapid onset and diversity of risk events and potential for catastrophic losses
Stakeholder pressure for more reliable view of risk
Global reach and complexity of regulatory requirements
Relentless cyberthreats and need for protecting sensitive information and infrastructure
Proliferation of new business models and technology
Real-time processes that allow redesign of legacy practices for risk and control monitoring
Advances in predictive and machine learning capabilities
Entrance into new markets and new trading partners
Collaboration within and beyond the four walls of the organization, which requires controlled information sharing and access
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Opportunities for managing risk and complianceHow SAP GRC solutions can help your business
Confront information security threats
Adopt leading practices
Manage impact of global change
Embark on compliant
digital transformation
Drive performance
Increase predictability and help avoid catastrophic losses with a single view of risk
Improve your “three lines of defense” and enable control automation across real-time processes for detection and exception monitoring
Grow the business globally while managing the global reach and complexity of regulations and changes to trade, taxes, and business models
Manage risk associated with cyberthreats, govern access, and protect information
Embed GRC within SAP S/4HANA for the ability to integrate risk management into core processes
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Access governance
Enterprise risk and compliance
Cybersecurity anddata protection
▪ Manage digital rights to protect applications and data
▪ Enhance threat monitoring and analysis
Internationaltrade
SAP S/4HANA
▪ Manage users and identities
▪ Enable single sign-on
▪ Automate continuous controls monitoring
▪ Detect anomalies and potential fraud
▪ Provide one view of risk
▪ Screen related parties and manage trade compliance
▪ Leverage free trade agreements and optimize duty rates
Embed
GRC
Secure your digital transformationEmbed governance, risk and compliance in SAP S/4HANA
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What’s Happening with Screening and Anomaly Detection?
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Financial Fraud The challenge is pervasive
Not going down: the typical organization loses 5% of its revenues to fraud5%
Going up:estimated and projected global
annual fraud losses
$4 trillion
Source: Annual Report to the Nations on Occupational Fraud and Abuse,Association of Certified Fraud Examiners
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• Digital commerce and increased onboarding options lead to massive increases in the number of business partners
• Businesses get more complex with new channels and new systems to be integrated
• Time to value is getting shorter
• Address screening requires more than more hardware to scale
ScreeningTraditional screening approaches do not fair well in the digital world
Increasing number of business partners
Incr
easi
ng
add
ress
scr
een
ing
regu
lati
on
s
Increased screening complexity and number of false positives and false negatives
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Fraud Mitigation Challenges
Management
Reports annually
▪ Revenue loss related to fraud, anomalies, third- party risks, and fines
▪ Cost/results ratio of dealing with those issues
Communicates
Investors, customers
▪ Manual, inefficient, slow, and inaccurate processes
▪ Too many false positives and false negatives
▪ Not scalable or adaptable
MISSION
Sales
Finance
Procurement
….
Analysts and investigators
▪ Volume of transactions
▪ Complex and evolving patterns
▪ Screening and investigations impact on the business
Risk management
InternalcontrolsCompliance
FinanceOperations Internal audit
Business users of screening tools
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Overview of SAP Business Integrity Screening
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SAP Business Integrity Screening: key benefitsAnomaly, fraud, third-party risk detection and investigation protect your business
• Leverage the power and speed of SAP HANA
• Integration into business processes
• Alert notification and management
• Minimize false positives with real-time simulations
• Handle ultra-high volumes of data by leveraging SAP HANA
• Detection based on rules and predictive analytics to adapt to changing patterns
• Identification of control enhancement needs
Detect anomalies earlier to reduce financial loss
Better predict and prevent future occurrence
Improve the accuracy of detection at less cost
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Enterprise risk and
compliance
SAP Business Integrity ScreeningAnomaly, fraud, third-party risk detection, and investigation to protect your business
Analyze performanceMonitor key performance indicators and create management reports
InvestigateManage alert workload with efficient evaluation, qualification, and remediation of issues
DesignDetermine screening lists, analyze patterns, and define detection rules and models
SetupDefine detection strategy through simulation and calibration
DetectExecute mass and real-time detection and stop anomalies or irregular transactions
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Design
SAP Business Integrity ScreeningAnalyze patterns and define screening and detection rules/models
• High-performance application architecture
• Predictive insight and more intuitive design
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Key benefits
Powerful data integration from SAP and non-SAP operational systems
Flexible modeling of screening and detection rules
Optionally provide feedback on status to external processing of operational business events (for example, suspend a suspicious or erroneous payment)
High-performance application architectureA flexible and powerful environment to increase process efficiency
High-performance processing of very large data volumes
BI tools
Data provisioning and integration
Operational systems
(SAP and non-SAP)
Business partners
Payments
Purchase orders
Travel expenses Screening, detection, and
alerting
Investigation and decision
SAP HANA
Screening lists
…..
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• Screening lists are provided and updated by specialized data providers
• You have the ability to create and upload your own lists
• You can use SAP Data Services to upload the lists
• The system provides the ability to define user-defined list types and groups and manage multiple data providers
Broad range of lists to screen business partnersLeveraging SAP’s worldwide partner ecosystem
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Enable detection rules Predelivered content examples
Compliance
Vendor andservice providerPayments
Customer
Accounting
Purchasing
Invoices
Travel expenses
• Conflicts of interest• Irregularities in purchase orders
• Smurfing on outgoing payments (split invoices)
• Customer located in high-risk country
• Frequent changes in the master data of a vendor
• Irregularities in payments to vendors
• Vendor located in high-risk country
• High-value keyword search
• Address screening
• Accounting documents posted on exceptional dates
• Bank account and address in different countries
• Irregularities in invoices
• Irregularities in travel expenses
• Foreign Corrupt Practices Act• International Anti-Bribery Act
• List screening (for example, PEP lists)
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SAP Business Integrity Screening Rules and predictive algorithms to cover the full spectrum of anomaly detection
Known behaviors Unusual behaviorsSimilar, but different
from known behaviors Unknown behaviors
Known patterns Unknown /complex patterns
RulesPredictive
algorithms
Hybrid combination of rules and
predictive algorithms to detect irregularities
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Found Fraud Cases False Positives
Using customer rulesCustomer rulesoptimized in BIS
BIS + Predictive Analytics
1 2 3
Investigation Effort:20.507 cases out of 40.000
Investigation Effort:6.104 cases out of 40.000
Investigation Effort:2.970 cases out of 40.000
False positive reduced by 90% Nearly no missed fraud case 85% Reduction of investigation effort
Number of fraud cases within the full data set: 1307
**)
SAP Business Integrity ScreeningCustomer Example
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Set up
SAP Business Integrity ScreeningDefine detection and screening strategies using simulations and calibration
• Define detection strategies based on fine granular criteria
• Define screening strategies for business partners
• Use real-time simulations and calibration of strategies
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Detection strategyDefine detection strategies based on fine granular criteria
Uses individual weight factors and thresholds Key benefits
Alignment to new patterns and quick adaptation to changing behavior
Reduced effort from users to set up and calibrate detection strategies
Lighter need or no need for IT involvement
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Simulation and calibration
Real-time simulation and calibration of detection strategiesKey benefits
Transparent, real-time information on the impacts of new or changed strategies
No misinterpretations of patterns thanks to comprehensive ranges of sample data
Reduced false positives and streamlined detection
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Detect
SAP Business Integrity ScreeningExecute mass and real-time detection, and stop exception-related transactions
• Mass screening and detection in real-time leveraging SAP HANA technology
• Fully integrated bidirectional exception processing
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Detect irregularities as early and as precisely as possible to avoid damages, without manual work
Mass detectionHigh-volume and real-time processing leveraging SAP HANA technology
Key benefits
Earlier detection of problems to reduce financial losses and other damages
Highly automated screening and detection processes, reducing manual work and errors
Early identification of potential irregularities, enabling business users to gather more data for their investigation
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Real-time alerting and option to hold problematic transactions in business systems to avoid damages
Fully integrated bidirectional processingAdvanced alert management
Key benefits
Track exceptions as early as possible before transactions are further processed
Improve the efficacy of investigation teams and increase ROI of the screening system
Gain faster exception processing to avoid blocking a transaction longer than needed
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Investigate
SAP Business Integrity ScreeningManage alert workload with efficient evaluation, qualification, and remediation
• Comprehensive alert management with advanced inquiry and analysis features
• Collaborative and faster investigation and intuitive capture of findings
• One-click resolution for simpler screening alerts (business partners)
• Effective remediation of irregularities – leverage the integration with SAP Process Control (optional)
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Full insight into all relevant information at your fingertips
Comprehensive alert managementLeverage advanced inquiry and analysis features
Key benefits
Improved accuracy of detection with reduced false positives and negative detections
Avoidance of double workthrough availability of comprehensive and up-to-date information in investigation
Increased investigation ROI by focusing on high-score and high-value cases
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Take advantage of calibration of existing strategies with weight factors and threshold to reduce false positives
Collaborative and faster investigationMore intuitive investigation of cases and documentation of findings
Key benefits
Gain faster treatment of irregularities and comprehensive documentation, providing for better remediation
Improve investigation efficiencyand reduce exception processing expenses
Reduce business disruptionthrough faster processing of alerts, which avoids blocking transactions longer than needed
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Cases of significant irregularities can be uploaded to leverage SAP Process Control comprehensive issue management
Effective remediationPossibility to leverage the integration with SAP Process Control
Key benefits
Comprehensive remediation of irregularities to minimize impact and prevent recurrence
Optimized synergies between solutions and increased return on your GRC investments
Increased longer-term protection against irregularities using other SAP Process Control capabilities such as ad-hoc controls and policies
Upload as Issues
Corrective Actions
Issue Closed
Action Items Owner 1
Action Items Owner N Preventive Actions
Remediation required
Nature of remediation
No
Yes
Qualified irregularities
SAP Process Control
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Analyze performance
SAP Business Integrity ScreeningMonitor key performance indicators and create management reports
• Use real-time performance analytics and management reporting for better-informed decisions and timely action
• Monitor and optimize the quality of investigations
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Measure performance, monitor and optimize the quality of investigation
Real-time performance analytics mgmt reportingMonitor and optimize the quality of investigation
Key benefits
Enable clearer insight into the effectiveness of screening rules and detection strategies
Provide accurate, consistent, and transparent data for informed business decisions, anytime and anywhere
Adapt faster to changing patterns and improve detection effectiveness
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SAP Business Integrity Screening Demo
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Business Integrity Screening Demo
• Integrated embargo and high-risk-country check during payment run of SAP S/4HANA
• Payment process stopped and alert is confirmed
• One detection strategy combining screening and other methods
• Bank in high-risk country
• Business partner in high-risk country
• Address screening
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Submit Payment Proposal – S/4
BIS-S/4 PAYMENT INTEGRATION
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High Risk Countries
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Address Screening Lists
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Excluded Terms
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Term Mappings
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End of Demo
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SAP Business Integrity Screening in Customer Fraud Mitigation Scenarios
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SAP Business Integrity Screening Use CasesCustomer examples
Industry Country Scenario
Consumer Packaged Goods
Switzerland Unusual business transactions, including master-data-related KRIs and SOD across multiple end-to-end processes
Manufacturing Germany Journal entries, asset accounting and tax in S/4HANA deployment
Energy Brazil Using Business Integrity Screening and Predictive Analytics to identify suspicious transactions in purchase-to-pay and vendor screening
Insurance Netherlands Suspicious insurance claims
Public Sector Germany Unemployment benefits fraud and data quality assurance
Public Sector Australia Tax-related fraud
Public Sector Slovenia Detection/prevention of undeclared tax on cash-based transactions
Retail Switzerland Point-of-sale suspicious activity
Telecommunications UK Stop fraudulent and suspicious T&E claims and invoices
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A Business Integrity Screening Customer ViewLeading European Telecom Company pursues comprehensive risk control automation to improve Finance Operations
Customer Situation
• The company wished to implement a three line of defense model for risk management and assurance for their finance organization
• The objective was greater use of standard controls as the basis for business planning, assurance and reporting
• Current solutions had been re-evaluated and were not sufficient to meet these business objectives
• The decision to move from Oracle to SAP and the SAP GRC solutions were an aligned fit
Licensed Solutions• SAP Three Lines of Defense (SAP Risk Management, SAP Process Control and SAP Audit Management)
• SAP Business Integrity Screening
• SAP Access Control
Current Status • The company is incorporating risk management and compliance process automation into Financial control operations execution. They
are actively working to
• Reduce the cost of compliance, risk, and audit activities through process automation and resource optimization
• Reduce overall risk exposure through continual control monitoring, fraud detection and loss source analysis
• Optimize operational performance with comprehensive, real-time risk and compliance information
• Improve the return on business initiatives by aligning automated risk measures with global finance strategy
• Strengthen the global business with continuous monitoring of risks and controls to detect and prevent unexpected losses
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SAP Business Integrity Screening Summary
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1
Reduce financial losses with earlier detectionThe power of SAP HANA enables ultra-fast detection of irregularities among masses of third-party records and business transactions, so you can take action early and minimize damage to the business.
4
Support multiple scenarios with a flexible platformDifferent detection strategies can be developed to tackle various types of irregularities such as fraud, errors, waste, and gaps in compliance, but also to adapt to the diversity of your activities and changing needs as the business expands.
2
Improve the integrity of transactions in key business processesScenarios to tackle errors, waste, abuse, and other anomalies can be implemented to increase the reliability of critical business processes and help protect the bottom line.
5
Better prevent future irregularities and issuesPerformance analysis and KPIs allow you to continuously improve detection quality. You can optionally use SAP Predictive Analytics, integrated with SAP Business Integrity Screening, to identify new fraud patterns or anomalies.
3
Make investigation teams more efficient and effective Using simulations to calibrate detection rules, you can reduce false positives and diminish investigators’ workload so that they can focus on real cases.
6
Decrease risk and improve control going forwardLeveraging the integration with other SAP GRC solutions like SAP Process Control and SAP Audit Management you can better tackle issues and risks, improve or implement new controls, and strengthen your three lines of defense.
What SAP Business Integrity Screening can do
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Key points to take homeWith SAP Business Integrity Screening
Detect anomalies earlier to reduce financial loss
Improve the accuracy of detection at less cost
Better predict and prevent future occurrence
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Access the slides from 2019 ASUG Annual Conference here:
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Presentation Materials
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Q&AFor questions after this session, contact us at
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