data mining financial services

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Data Mining Data Analysis Financial Services Heriot Prentice Vaco Orlando

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Page 1: Data mining financial services

Data Mining Data Analysis Financial Services

Heriot Prentice

Vaco Orlando

Page 2: Data mining financial services

Heriot PrenticeOver 28 years of proven management & consulting experience in internal auditing. This includes:

o Audit Team Leader for the Scottish Office Audit Unit - Scotland's equivalent of the Government Accounting Office (GAO)

o Senior Manager of Enterprise Risk Security (ERS) with Deloitte

Heriot is also a Member & Distinguished Faculty Member of the Institute of Internal Auditors (IIA).

Also led the creation & implementation of:

o The GAIT Methodologyo The Global Technology Audit Guide (GTAG)

Page 3: Data mining financial services

What is Data Mining/Analysis?

Data mining is the process of

discovering actionable information

from large sets of data. Data

mining uses mathematical

analysis to derive patterns and

trends that exist in data. Typically,

these patterns cannot be

discovered by traditional data

exploration because the

relationships are too complex or

because there is too much data.

Page 4: Data mining financial services

Where do You Start?

Conduct an evaluation of data

analysis software; determine the

best fit for your audit function and

build the confidence that the

product selected will yield the

results you desire to bring

excellence to your department,

including recognition of your

team’s skills and abilities to the

entire organization.

Page 5: Data mining financial services

What are the benefits?

Potential to review 100% off your

data population. Thus providing

additional assurance

Clients can save money, identify

potential fraud and assist them to

comply with current legislation. We

use a sophisticated suite of data

analysis tools to review information

held on your systems electronically in

an efficient, timely and cost-effective

manner.

Page 6: Data mining financial services

Example Usage Scenarios

Asset Management

Loans by Bank or Branch

Investment Securities

Cash Disbursements

Credit Card Management

Real Estate Loans

Savings and Demand Deposits

Trust Assets

General Accounting General Ledger

Pension and Other Trusts

Page 7: Data mining financial services

Our Part in the puzzle?

o We help clients determine a

profile of features designed to

meet the objectives that they have

in mind

o Educate and train your staff on

how to maximize the most form

your selected product

o Run the complete data

mining/analysis process

Page 8: Data mining financial services

Contact Me

o Email: [email protected]

o LinkedIn:

http://www.linkedin.com/in/heriotprentice

o Phone: (407) 712-7878

o Cell: (407) 375-3182

My Services:

o http://linkd.in/Services_Vaco_Resources

If you have a question or simply want to connect for a possible future project.