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Discover the power 
of data quality 
Webinar: September 17, 2014 
©2014 Experian Information Solutions, Inc. All rights reserved. Experian and the Experian marks used herein are trademarks or registered trademarks 
of Experian Information Solutions, Inc. Other product and company names mentioned herein are the trademarks of their respective owners. 
No part of this copyrighted work may be reproduced, modified, or distributed in any form or manner without the prior written permission of Experian. 
Experian Public.
Discover the power of data quality 
Agenda 
 Current landscape 
 Achieving data accuracy 
 Case study 
 Experian’s practices of cleansing and 
loading data 
 Questions 
©2014 Experian Information Solutions, Inc. All rights reserved. 2 
Experian Public.
Current landscape 
©2014 Experian Information Solutions, Inc. All rights reserved. 3 
Experian Public.
Discover the power of data quality 
Current landscape 
©2014 Experian Information Solutions, Inc. All rights reserved. 4 
Experian Public.
Discover the power of data quality 
Continued scrutiny 
Follow the bouncing ball… 
Jan 2012: 
CFPB launches 
its non-bank 
supervisory role 
(e.g., payday 
lenders) 
1 
Dec 2013: CFPB expands 
supervisory role of non-bank 
student loan servicers 
3 
Dec 2013: CFPB 
orders mortgage 
company to refund 
$125M 
Dec 2013: CFPB orders direct 
bank to pay $80M for 
discriminatory auto loan pricing 
Jan 2014: CFPB 
begins action 
against mortgage 
kickbacks 
6 Nov 2013: 
2 4 
5 
CFPB puts 
debt 
collectors on 
notice re: fair 
practices 
Jan 2014: Supervisory exams 
begin on larger collection 
companies. Findings: failure 
to investigate disputes 
7 
Apr 2014: 
SECURE Act 
proposed that would 
set requirements 
for credit bureaus, 
lenders, and data 
providers to maintain 
accurate data 
8 
June 2014: 
CFPB launches 
inquiry into 
mobile banking 
9 
©2014 Experian Information Solutions, Inc. All rights reserved. 5 
Experian Public.
Discover the power of data quality 
Expanding control by the CFPB 
December 2012: CFPB announces e-Oscar enhancements 
Provides capability for credit reporting agencies to send 
additional consumer-provided documents to data furnishers 
as part of disputes view 
Went live in August 2013 
Data furnishers 
required to 
receive and 
process additional 
documents 
regarding disputes 
Operational 
dispute teams 
must expand 
process and 
procedures 
Develop and 
implement better 
metrics 
September 2013: 
CFPB puts ALL 
data furnishers on 
notice regarding 
duty to investigate 
consumer credit 
report disputes 
Experian 
Equifax 
TransUnion 
©2014 Experian Information Solutions, Inc. All rights reserved. 6 
Experian Public.
Discover the power of data quality 
What does the research tell us? 
 Industry insight and research results suggest that there should be a continued focus 
on the quality of consumer data to maximize its usage for intelligence 
 Validating the accuracy of data will achieve a level of ‘readiness’ for regulatory change 
Data quality 
“ ” 
Data quality: It’s a journey, 
not a destination. 
Regulatory 
readiness 
Regulatory change is among 
the Top-5 biggest concerns 
of the world’s major financial markets. 
 Data needs to continually be refreshed 
or over time, it will erode 
 Estimated 2.1% of contact information 
goes bad if untended for one month¹ 
 More than 140 companies found that, 
on average, companies estimated they 
were losing an average of $8.2 million 
a year because of poor data quality² 
” 
“ 
 Only one in two companies say they 
are highly ready for regulatory change³ 
 The intention is that budgets will 
increase 12% to support dedicated 
resources for regulatory changes³ 
¹ Pitney Bowes Software, The ROI of Data Quality, 2-5 | ² Gartner, “Organizations Perceive Significant Cost Impact from Data Quality Issues” Ted Friedman as noted in Pitney Bowes 
Software, The ROI of Data Quality, 2-5 | ³ www.sungard.com/regulatoryreadiness 
©2014 Experian Information Solutions, Inc. All rights reserved. 7 
Experian Public.
Achieving data 
accuracy 
©2014 Experian Information Solutions, Inc. All rights reserved. 8 
Experian Public.
Discover the power of data quality 
How Experian helps to achieve data accuracy 
Increased pressure from the CFPB and other 
government agencies are raising the standards 
of data accuracy 
 Experian offers Data Integrity Services to provide data furnishers insight into 
their data submissions, failures, disputes and peer benchmarking 
 To help clients achieve data accuracy, our packages deliver actionable output 
and implementation solutions 
New and ongoing challenges 
 Regulatory scrutiny 
 Customer experience 
 Operational efficiency 
Data Integrity Services benefits 
 Improvement to data quality 
 Positive customer experience 
 Reduced operational costs 
©2014 Experian Information Solutions, Inc. All rights reserved. 9 
Experian Public.
Discover the power of data quality 
Experian Data Integrity Services 
Data Integrity Services 
 A comprehensive solution and methodology for assessing data quality, 
with focus on Metro 2 reporting and disputes (E-Oscar) 
 Uses advanced analytics and peer benchmarking to produce information 
that is both insightful and actionable 
Analytics 
Metro 2 reporting assessment Dispute metrics, E-Oscar 
 Review at a portfolio and / or enterprise 
level 
 Review data completeness for key 
fields 
 Provide cross-field validation to ensure 
consistency 
 Ensure reporting practices align with 
legal requirements 
 Analyze dispute frequency by: 
► Product type 
► Contact channel 
► E-Oscar dispute reason 
 Analyze dispute resolution based on 
amount of time taken and dispute result 
Peer benchmarking and trending* 
*Optional feature – included in more comprehensive packages 
©2014 Experian Information Solutions, Inc. All rights reserved. 10 
Experian Public.
Discover the power of data quality 
Data reporting tools and custom data review packages 
Data Integrity Services offers reporting tools and metric packages to help 
improve data quality relative to consumer trade line and dispute data 
Data Integrity 
Services 
Data reporting tools 
Custom data review 
packages 
Metric 
Report™* 
Base report** DataArc™ DataArc Plus™ 
DataArc 
Custom™ 
*Report not currently offered to all clients 
**Report not built at this time 
©2014 Experian Information Solutions, Inc. All rights reserved. 11 
Experian Public.
Discover the power of data quality 
Data Integrity Services product suite 
Product suite 
DataArc 
Custom™ 
True cost avoidance 
and risk mitigation 
through a customized, 
tailored assessment 
and implementation 
solution of Metro 2 and 
dispute data across 
multiple businesses 
 Tailored 
 Comprehensive 
 Actionable 
 Dedicated 
consultant (internal 
and/or external) 
DataArc Plus™ 
Improve data accuracy, 
customer loyalty and 
experience and reduce 
costs by gaining in 
depth insight into 
dispute data and peer 
benchmarking 
 Understand 
alignment with 
industry and peers 
 Best practices 
 Reduce disputes 
across multiple 
portfolios 
DataArc™ 
Improve data reporting 
accuracy through 
analytics and visibility 
of Metro 2 data 
submissions and failures 
and dispute metrics 
 Better accuracy 
 Trended dispute 
data 
 Reduce disputes 
Metric 
Report™ 
Identify and help correct 
Metro 2 submissions 
and failures through 
recurring metric reports 
 Low cost 
 Visibility into 
problem areas 
 Account-level detail 
©2014 Experian Information Solutions, Inc. All rights reserved. 12 
Experian Public.
Case study 
©2014 Experian Information Solutions, Inc. All rights reserved. 13 
Experian Public.
Case study 
A dispute handling case study 
Objective: 
Reduce inbound disputes by concurrently analyzing, 
reason and resolution 
Scope: 
Credit bureau reporting disputes are received through 
three channels: e-OSCAR, correspondence and voice 
Success metric: 
Number of disputes and re-dispute percentage 
Outcome: 
Reduce dispute volume and resolution time 
Benefits 
Improved customer experience, improved process 
efficiency 
©2014 Experian Information Solutions, Inc. All rights reserved. 14 
Experian Public.
Case study 
A case study with dispute trends and insight 
2013 Disputes by Channel e-OSCAR by Bureau 
Correspondence Voice e-OSCAR 
e-OSCAR Disputes by Volume 
2011 2012 2013 
Insights 
 e-OSCAR was the 
primary dispute channel 
in 2013 followed by voice 
and correspondence 
 e-OSCAR volume is 
distributed unequally 
across bureaus 
 e-OSCAR volume has 
increased year-over-year 
Source: Internal Data Warehouse 
©2014 Experian Information Solutions, Inc. All rights reserved. 15 
Experian Public.
Case study 
Dispute handling – volume trends by channel 
e-OSCAR Trend (2013) 
eOscar 
Linear (eOscar) 
Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 
Voice Trend (2013) 
Voice 
Linear (Voice) 
Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 
Correspondence Trend (2013) 
Insights 
 e-OSCAR volumes 
are trending up slightly 
 Voice linear trend 
shows gradual reduction 
 Correspondence 
linear trend shows a 
marked reduction 
Corres 
Linear (Corres) 
Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 
Source: Internal Data Warehouse 
©2014 Experian Information Solutions, Inc. All rights reserved. 16 
Experian Public.
Case study 
Dispute code distribution – 2013 landscape 
Six dispute codes comprise 80% of total dispute cases 
Source: Internal Data Warehouse 
Dispute Codes Distribution 
©2014 Experian Information Solutions, Inc. All rights reserved. 17 
Experian Public.
Case study 
e-OSCAR channel: re-disputes 
42% 
22% 
13% 
9% 
85% 
6% 
4% 
Percentage of re-disputes 
2% 
Re-disputes 
1% 1% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 28 36 
Insights 
 42% of dispute cases 
were raised only once 
in 2013 
 58% of dispute cases 
were raised two or 
more times 
 85% of re-disputes 
were disputed two 
through five times 
in 2013 
Number of re-disputes 
Source: Internal Data Warehouse 
©2014 Experian Information Solutions, Inc. All rights reserved. 18 
Experian Public.
Discover the power of data quality 
Best practices – an investment evolution 
What are the key strategic questions we are trying to answer in 2014? 
HOW CAN WE 
improve the 
customer experience? 
HOW CAN WE 
strengthen 
disputes linkage? 
HOW CAN WE 
provide best resolution 
to customer from our data? 
HOW DO WE 
limit investment dollars 
across channels? 
HOW DO WE 
increase the data accuracy 
and seldom leads to 
disputes? 
HOW DO WE 
automate and simplify? 
HOW DO WE 
reduce overall operational costs 
We want to ensure that our analytics and research efforts are aligned with our consulting 
partner to address the key strategic questions that we are trying to solve for the member 
©2014 Experian Information Solutions, Inc. All rights reserved. 19 
Experian Public.
Experian’s 
practices of cleansing 
and loading data 
©2014 Experian Information Solutions, Inc. All rights reserved. 20 
Experian Public.
Discover the power of data quality 
A client’s evolution – investment in people and practices 
 Experian is committed to ensuring the integrity of data throughout the entire data 
lifecycle and continues to build our repository of consumer credit information 
► Experian obtains consumer credit information from over 13,000 data 
furnishers 
► Data furnishers contribute 4.2 billion trades to our database 
 Furnishing credit data to Experian, benefits both clients and consumers 
Consumer 
credit report 
 Establish payment history 
 Increase tradeline 
thickness 
 Opportunity to improve 
score 
 Reduce ‘unscorable’ 
consumers 
Customer 
experience 
 Potentially provide score 
and create consumer 
awareness 
 Establish payment history 
 Positive customer 
experience through 
validation of data quality 
Data 
furnisher 
 Validate accuracy of on-file 
data and submissions 
 Fewer delinquencies and / 
or charged-off accounts 
 Broaden lending and 
identify sales opportunities 
 Operational and process 
improvements 
©2014 Experian Information Solutions, Inc. All rights reserved. 21 
Experian Public.
Discover the power of data quality 
The journey continues – ultimate governance 
and oversight 
 100% of our data comes to Experian via 
secure electronic submission 
 Approximately 98% of data to file in 24 hours 
 Updated nationally, 24/7 
 Our overall rating for data coverage at the 
national level is dominant at over 97% 
 Acquire, quality-check and load data for more 
than 13,000 data furnishers 
 Accuracy 
 Consistency 
 Completeness 
 Industry-differentiated approach 
Freshness 
Coverage 
Integrity 
©2014 Experian Information Solutions, Inc. All rights reserved. 22 
Experian Public.
©2014 Experian Information Solutions, Inc. All rights reserved. 23 
Experian Public.
More Information 
Learn more about the key ingredients for a successful data quality program. 
Download “The Power of Data Integrity and Quality – an Experian Perspective.” 
www.experian.com/data-accuracy 
Contact us: 
 Email: cis@experian.com 
 Phone: (888) 765-2421 
©2014 Experian Information Solutions, Inc. All rights reserved. 24 
Experian Public.
©2014 Experian Information Solutions, Inc. All rights reserved. 25 
Experian Public.

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Printable webinar power of data quality

  • 1. Discover the power of data quality Webinar: September 17, 2014 ©2014 Experian Information Solutions, Inc. All rights reserved. Experian and the Experian marks used herein are trademarks or registered trademarks of Experian Information Solutions, Inc. Other product and company names mentioned herein are the trademarks of their respective owners. No part of this copyrighted work may be reproduced, modified, or distributed in any form or manner without the prior written permission of Experian. Experian Public.
  • 2. Discover the power of data quality Agenda Current landscape Achieving data accuracy Case study Experian’s practices of cleansing and loading data Questions ©2014 Experian Information Solutions, Inc. All rights reserved. 2 Experian Public.
  • 3. Current landscape ©2014 Experian Information Solutions, Inc. All rights reserved. 3 Experian Public.
  • 4. Discover the power of data quality Current landscape ©2014 Experian Information Solutions, Inc. All rights reserved. 4 Experian Public.
  • 5. Discover the power of data quality Continued scrutiny Follow the bouncing ball… Jan 2012: CFPB launches its non-bank supervisory role (e.g., payday lenders) 1 Dec 2013: CFPB expands supervisory role of non-bank student loan servicers 3 Dec 2013: CFPB orders mortgage company to refund $125M Dec 2013: CFPB orders direct bank to pay $80M for discriminatory auto loan pricing Jan 2014: CFPB begins action against mortgage kickbacks 6 Nov 2013: 2 4 5 CFPB puts debt collectors on notice re: fair practices Jan 2014: Supervisory exams begin on larger collection companies. Findings: failure to investigate disputes 7 Apr 2014: SECURE Act proposed that would set requirements for credit bureaus, lenders, and data providers to maintain accurate data 8 June 2014: CFPB launches inquiry into mobile banking 9 ©2014 Experian Information Solutions, Inc. All rights reserved. 5 Experian Public.
  • 6. Discover the power of data quality Expanding control by the CFPB December 2012: CFPB announces e-Oscar enhancements Provides capability for credit reporting agencies to send additional consumer-provided documents to data furnishers as part of disputes view Went live in August 2013 Data furnishers required to receive and process additional documents regarding disputes Operational dispute teams must expand process and procedures Develop and implement better metrics September 2013: CFPB puts ALL data furnishers on notice regarding duty to investigate consumer credit report disputes Experian Equifax TransUnion ©2014 Experian Information Solutions, Inc. All rights reserved. 6 Experian Public.
  • 7. Discover the power of data quality What does the research tell us? Industry insight and research results suggest that there should be a continued focus on the quality of consumer data to maximize its usage for intelligence Validating the accuracy of data will achieve a level of ‘readiness’ for regulatory change Data quality “ ” Data quality: It’s a journey, not a destination. Regulatory readiness Regulatory change is among the Top-5 biggest concerns of the world’s major financial markets. Data needs to continually be refreshed or over time, it will erode Estimated 2.1% of contact information goes bad if untended for one month¹ More than 140 companies found that, on average, companies estimated they were losing an average of $8.2 million a year because of poor data quality² ” “ Only one in two companies say they are highly ready for regulatory change³ The intention is that budgets will increase 12% to support dedicated resources for regulatory changes³ ¹ Pitney Bowes Software, The ROI of Data Quality, 2-5 | ² Gartner, “Organizations Perceive Significant Cost Impact from Data Quality Issues” Ted Friedman as noted in Pitney Bowes Software, The ROI of Data Quality, 2-5 | ³ www.sungard.com/regulatoryreadiness ©2014 Experian Information Solutions, Inc. All rights reserved. 7 Experian Public.
  • 8. Achieving data accuracy ©2014 Experian Information Solutions, Inc. All rights reserved. 8 Experian Public.
  • 9. Discover the power of data quality How Experian helps to achieve data accuracy Increased pressure from the CFPB and other government agencies are raising the standards of data accuracy Experian offers Data Integrity Services to provide data furnishers insight into their data submissions, failures, disputes and peer benchmarking To help clients achieve data accuracy, our packages deliver actionable output and implementation solutions New and ongoing challenges Regulatory scrutiny Customer experience Operational efficiency Data Integrity Services benefits Improvement to data quality Positive customer experience Reduced operational costs ©2014 Experian Information Solutions, Inc. All rights reserved. 9 Experian Public.
  • 10. Discover the power of data quality Experian Data Integrity Services Data Integrity Services A comprehensive solution and methodology for assessing data quality, with focus on Metro 2 reporting and disputes (E-Oscar) Uses advanced analytics and peer benchmarking to produce information that is both insightful and actionable Analytics Metro 2 reporting assessment Dispute metrics, E-Oscar Review at a portfolio and / or enterprise level Review data completeness for key fields Provide cross-field validation to ensure consistency Ensure reporting practices align with legal requirements Analyze dispute frequency by: ► Product type ► Contact channel ► E-Oscar dispute reason Analyze dispute resolution based on amount of time taken and dispute result Peer benchmarking and trending* *Optional feature – included in more comprehensive packages ©2014 Experian Information Solutions, Inc. All rights reserved. 10 Experian Public.
  • 11. Discover the power of data quality Data reporting tools and custom data review packages Data Integrity Services offers reporting tools and metric packages to help improve data quality relative to consumer trade line and dispute data Data Integrity Services Data reporting tools Custom data review packages Metric Report™* Base report** DataArc™ DataArc Plus™ DataArc Custom™ *Report not currently offered to all clients **Report not built at this time ©2014 Experian Information Solutions, Inc. All rights reserved. 11 Experian Public.
  • 12. Discover the power of data quality Data Integrity Services product suite Product suite DataArc Custom™ True cost avoidance and risk mitigation through a customized, tailored assessment and implementation solution of Metro 2 and dispute data across multiple businesses Tailored Comprehensive Actionable Dedicated consultant (internal and/or external) DataArc Plus™ Improve data accuracy, customer loyalty and experience and reduce costs by gaining in depth insight into dispute data and peer benchmarking Understand alignment with industry and peers Best practices Reduce disputes across multiple portfolios DataArc™ Improve data reporting accuracy through analytics and visibility of Metro 2 data submissions and failures and dispute metrics Better accuracy Trended dispute data Reduce disputes Metric Report™ Identify and help correct Metro 2 submissions and failures through recurring metric reports Low cost Visibility into problem areas Account-level detail ©2014 Experian Information Solutions, Inc. All rights reserved. 12 Experian Public.
  • 13. Case study ©2014 Experian Information Solutions, Inc. All rights reserved. 13 Experian Public.
  • 14. Case study A dispute handling case study Objective: Reduce inbound disputes by concurrently analyzing, reason and resolution Scope: Credit bureau reporting disputes are received through three channels: e-OSCAR, correspondence and voice Success metric: Number of disputes and re-dispute percentage Outcome: Reduce dispute volume and resolution time Benefits Improved customer experience, improved process efficiency ©2014 Experian Information Solutions, Inc. All rights reserved. 14 Experian Public.
  • 15. Case study A case study with dispute trends and insight 2013 Disputes by Channel e-OSCAR by Bureau Correspondence Voice e-OSCAR e-OSCAR Disputes by Volume 2011 2012 2013 Insights e-OSCAR was the primary dispute channel in 2013 followed by voice and correspondence e-OSCAR volume is distributed unequally across bureaus e-OSCAR volume has increased year-over-year Source: Internal Data Warehouse ©2014 Experian Information Solutions, Inc. All rights reserved. 15 Experian Public.
  • 16. Case study Dispute handling – volume trends by channel e-OSCAR Trend (2013) eOscar Linear (eOscar) Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 Voice Trend (2013) Voice Linear (Voice) Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 Correspondence Trend (2013) Insights e-OSCAR volumes are trending up slightly Voice linear trend shows gradual reduction Correspondence linear trend shows a marked reduction Corres Linear (Corres) Jan-13 Feb-13 Mar-13 Apr-13 May-13 Jun-13 Jul-13 Aug-13 Sep-13 Oct-13 Nov-13 Dec-13 Source: Internal Data Warehouse ©2014 Experian Information Solutions, Inc. All rights reserved. 16 Experian Public.
  • 17. Case study Dispute code distribution – 2013 landscape Six dispute codes comprise 80% of total dispute cases Source: Internal Data Warehouse Dispute Codes Distribution ©2014 Experian Information Solutions, Inc. All rights reserved. 17 Experian Public.
  • 18. Case study e-OSCAR channel: re-disputes 42% 22% 13% 9% 85% 6% 4% Percentage of re-disputes 2% Re-disputes 1% 1% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 28 36 Insights 42% of dispute cases were raised only once in 2013 58% of dispute cases were raised two or more times 85% of re-disputes were disputed two through five times in 2013 Number of re-disputes Source: Internal Data Warehouse ©2014 Experian Information Solutions, Inc. All rights reserved. 18 Experian Public.
  • 19. Discover the power of data quality Best practices – an investment evolution What are the key strategic questions we are trying to answer in 2014? HOW CAN WE improve the customer experience? HOW CAN WE strengthen disputes linkage? HOW CAN WE provide best resolution to customer from our data? HOW DO WE limit investment dollars across channels? HOW DO WE increase the data accuracy and seldom leads to disputes? HOW DO WE automate and simplify? HOW DO WE reduce overall operational costs We want to ensure that our analytics and research efforts are aligned with our consulting partner to address the key strategic questions that we are trying to solve for the member ©2014 Experian Information Solutions, Inc. All rights reserved. 19 Experian Public.
  • 20. Experian’s practices of cleansing and loading data ©2014 Experian Information Solutions, Inc. All rights reserved. 20 Experian Public.
  • 21. Discover the power of data quality A client’s evolution – investment in people and practices Experian is committed to ensuring the integrity of data throughout the entire data lifecycle and continues to build our repository of consumer credit information ► Experian obtains consumer credit information from over 13,000 data furnishers ► Data furnishers contribute 4.2 billion trades to our database Furnishing credit data to Experian, benefits both clients and consumers Consumer credit report Establish payment history Increase tradeline thickness Opportunity to improve score Reduce ‘unscorable’ consumers Customer experience Potentially provide score and create consumer awareness Establish payment history Positive customer experience through validation of data quality Data furnisher Validate accuracy of on-file data and submissions Fewer delinquencies and / or charged-off accounts Broaden lending and identify sales opportunities Operational and process improvements ©2014 Experian Information Solutions, Inc. All rights reserved. 21 Experian Public.
  • 22. Discover the power of data quality The journey continues – ultimate governance and oversight 100% of our data comes to Experian via secure electronic submission Approximately 98% of data to file in 24 hours Updated nationally, 24/7 Our overall rating for data coverage at the national level is dominant at over 97% Acquire, quality-check and load data for more than 13,000 data furnishers Accuracy Consistency Completeness Industry-differentiated approach Freshness Coverage Integrity ©2014 Experian Information Solutions, Inc. All rights reserved. 22 Experian Public.
  • 23. ©2014 Experian Information Solutions, Inc. All rights reserved. 23 Experian Public.
  • 24. More Information Learn more about the key ingredients for a successful data quality program. Download “The Power of Data Integrity and Quality – an Experian Perspective.” www.experian.com/data-accuracy Contact us: Email: cis@experian.com Phone: (888) 765-2421 ©2014 Experian Information Solutions, Inc. All rights reserved. 24 Experian Public.
  • 25. ©2014 Experian Information Solutions, Inc. All rights reserved. 25 Experian Public.