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The peculiarity of the moment – how did other markets go through it Luca Calconi, Global Consultant, Experian Decision Analytics 4th International Congress:

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Presentation on theme: "The peculiarity of the moment – how did other markets go through it Luca Calconi, Global Consultant, Experian Decision Analytics 4th International Congress:"— Presentation transcript:

1 The peculiarity of the moment – how did other markets go through it Luca Calconi, Global Consultant, Experian Decision Analytics 4th International Congress: “Debt Collection Market – Trends and Prospective“ Moscow – 14th November 2013

2 Our business Snapshot of Experian
Revenue: US$4.5 bn EBIT: US$1.2 bn Market Cap*: £9.0 bn In top 50 of FTSE-100 Employees: c. 17,000 Offices in 44 countries Largest markets: US, Brazil, UK Corporate headquarters: Dublin We are a leading global information services company. Our business has annual sales of around $4.5bn. In the year to March 2012, our last reported year, we delivered profits of almost $1.2bn. We have offices in 44 countries and deliver services to clients in many more countries around the world. Our headquarters are in Dublin, Ireland and our three largest operating centres are in Nottingham (UK), Costa Mesa (California - US) and Sao Paulo (Brazil). Our shares have been quoted on the London Stock Exchange since October 2006, when we demerged from GUS Leading global information services company, providing data and analytical tools to clients around the world For the year ending 31 March 2012 * At 10 May 2012

3 Our business How our global revenue splits
By region By business line EMEA/Asia Pacific 14% Consumer Services 21% UK & Ireland 18% North America 47% Credit Services 47% Marketing Services 21% Latin America 21% Decision Analytics 11% By customer segment We provide information, analytical tools and marketing services to organisations around the world. We report across four geographic regions (although we run the business across five). Our regions are North America – which is just under half of the business. Latin America – now 21% of our business. UK and Ireland – now 18%. Europe, Middle East & Africa and Asia Pacific, which combined now make up 14% of our business. Our business activities are grouped into Credit Services, Decision Analytics, Marketing Services and Consumer Services business lines: Credit Services makes up just under half of our business and provides software, tools and consulting to turn data into actionable decisions. Decision Analytics is 11% of our business and enables clients with large customer bases to manage and automate large volumes of day-to-day decisions. Marketing Services is 21% of our business and helps clients to target and engage customers effectively, while delivering improved return on investment. Consumer Services is also 21% of our business and enables consumers to monitor the accuracy of their credit report online, to check their credit score and protect themselves against identity theft. We also have a wide spread of clients, with revenue from our top 10 clients accounting for just under 10% of the business, and our top 50 clients accounting for just over 20% of revenues. Vertical split We serve many thousands of clients around the world in a range of industry sectors Just under one third of our revenue is from clients in Financial Services And about 20% of our revenue comes from consumers, the balance comes from a diverse range of industries including retail, automotive, telecoms and utilities, insurance, public sector and media. Financial services 32% Diverse portfolio by geography, business line and customer segment Direct to consumer 21% Other 14% Retail 14% Media 2% 3% 4% 5% 5% Public Sector /Education Insurance Telecoms /Utilities Automotive

4 What our clients say “... When the business slows down the contraction of the revenues and the increse of credit losses had a direct impact the bottom line …” “... We are changing the focus from the Front-End to the increase of efficiency in the Back-End processes …” “... In the next 12 months I expect an increase in the number of past due accounts …” “... Only improving the collection process we can reduce the impairment level and get some benefits of the capital …”

5 Key success factors (KSF) in retail debt collection
Banks Self Assessment * Implementation Complexity Economic Benefits Well defined set/organization of processes Know-how/Experience of Staff Specialized collection units Clearly defined competences & responsibilities Right incentivation of collection staff Specialized software applications High degree of automatization of processes Early start of early collection procedure Early warning systems Nr. of Staff Early start of late collection procedure Competent external partners Availability of necessary information Early start of legal collection procedure EXPERIAN Assessment * Source: Roland Berger

6 ... DO’S Treat your customers differently
Challenge and track your process Intelligent accounts allocation to External Agencies Reward individual collectors performance in a transparent way

7 ... DON’TS Overlap sales and collection activities on the same staff
Use extensively collection remedial tools Outsource collection from day 1 Ignore the importance of storing data

8 The market evolution how banks are reacting to the new environment
Single ‘end to end’ platform Client Level View Accuracy Scoring and Segmentation Increase Cash flows Automatic / One to One Improve customer experiance Champion - Challenger Reduce operational costs MIS – Financial and Operational

9 Assessing your collections challenges Identify process gaps
No automatic actions Not flexible and scalable Data integration systems & processes costs resources Cost of collection increasing Collectors team size / Hardware Capital expenditure restrictions Collectors skills Quick ROI to aid cash flow Channel usage

10 Collection best practice
Know your customer Understandyour customer Select your customer Contact your customer Increase the depth of the information: Client level view Integration of all internal data sources (payments, CRM, …) Third Party data Feedback data Develop analytical tools to add value to the data: Scoring models Customer Value Expected loss Elasticity Segment the portfolio: Define different customers profile to address different collection paths Identify best action according to cost-benefit analysis Special treatments Maximize the effectiveness of the actions: Ergonomic tool for the collectors Controlled workflow Integration with dialers, document management systems, …

11 Creating added value from the data Analyitcs
A large number of data sources can be used to develop models that provide useful forecasts of future behaviors Financial data (payments, limit usage, exposure, …) Behaviour data (new credit requests, accounts closing, disputes, …) Collection feedbacks (undelivered mail, refuse to pay, broken promises, …) Several models can be developed to answer to specific needs Self cure score Payment projection score Late collection score Recovery score Segmentation techniques (CART, CHAID) can be used to split the delinquent portfolio into homogeneous cluster Analytics can also help to make forecasts of the impact of alternative strategies in a what-if scenario Sub-portfolios size / capacity planning Provisions

12 The Best Practice An overview
Data Analytics Operational tools Workflow MIS Internal Scoring Decision Engine Automatic External Segmentation Optimisation One to One Test and learn

13 Conclusions Financial crisis impacted the quality of banks assets globally Reaction of banks brought to large revisions of the collection processes in place Be pragmatic! Firstly assess your gaps and then and implement initiatives in road map approach to maximise ROI Leverage on Analytics

14 Contacts Luca Calconi Senior Business Consultant / Global Consultancy Practice Experian Decision Analytics Experian | Via Carlo Pesenti 121 | Roma | Italy T: | M: F: |

15 © 2012 Experian Limited. All rights reserved. Experian Public.


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