Recognize the many faces of fraud with predictive analytics

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Transcript of Recognize the many faces of fraud with predictive analytics

Page 1: Recognize the many faces of fraud with predictive analytics

Recognize the many faces of fraudHow predictive analytics can help detect and prevent

 fraudulent activity that can harm your business

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Fraud is

BIG BUSINESS...

    every country...affecting

...in

every industry

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Each year in the United States alone,

600billion 600$

fraud costs the economy anestimated 

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Fraud wearsmany faces

Benefit/Welfare

Financial

Customs

TaxCredit

Healthcare

Insurance

Tax

Public Sector

Financial

Credit

And more...

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It can take place in any segment of the

commercial or public sector.

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And it can do

serious damage

to your

organization's

profitability and

reputation.

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STOPHow are you going to

fraud from affecting you?

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Conventional analytics detect fraud

only after it occurs.

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IBM SPSSPredictive Analytics can detect fraud as it happens.

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Advanced analytical techniques

+ Your own business knowledge

The ability to detect suspicious circumstances  

for quick reaction

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IBM SPSS Predictive Analytics can help you...

• Analyze all of the variables related to fraud.

• Detect suspicious conditions and react quickly  

  to mitigate the damage.

• Increase success rates and reduce costs.

• Keep up with constantly changing fraud tactics.

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Healthcare Fraud

IBM SPSS can identify elements

of treatment that lie outside the

"normal" range, detecting one

fraudulent claim among billions of

legitimate cases.

A major healthcare company

earned a 100% return oninvestment within 3 months ofimplementing IBM SPSS, saving

more than $40,000 in fraudulent

invoices in one case. 

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Insurance Fraud

By using a multi­stage process

that repeatedly evaluates

claims, IBM SPSS takes into

account all available data in

order to reduce claims fraud.

Infinity Property and Casualty

reduced the identification of

fraudulent claims from 14 daysto 24 hours with IBM SPSSsoftware.

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Tax Fraud

IBM SPSS predictive analytics

helps tax agencies focus

investigations on cases that are

likely to yield the largest tax

adjustments.

By more accurately identifying

fraud, a U.S. national revenue

agency was able to detect twice

as many fraudulent returns,

saving taxpayers $16 million.

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Public Sector Fraud

From benefit fraud to customs scams,

IBM SPSS  helps uncover patterns

that point to fraud, waste, or abuse.

Banco de Prevision Social

increased efficiency from 5 daysto 20 minutes for reporting sets offraudulent cases to inspectors using

predictive analytics.

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Credit Fraud

IBM SPSS solutions can reduce

losses by accurately detecting

subtle anomalies in loan or credit

card applications.

A Brazilian financial institution

identifies fraud by processingcredit card transactions in 500milliseconds to determine if theyare fraudulent and require

immediate mitigation.

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Want to find out more?

Watch the webinar 

Unleash the power ofpredictive analyticsto mitigate risk and fraud

ibm.biz/PAforFraud