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DATA SCIENCE AND ANALYTICS

HOW CAN WE HELP YOU?

Arum’s experienced team will help your organisation to unleash the power of internal and external data sources and deliver actionable insights to improve customer journeys and drive better outcomes for their customers in collections.

Typical engagements include:

Portfolio Analysis

Arum will perform a deep dive-review on your debt portfolios to better understand customer circumstances, preferences, and behaviours.

Whether it’s identifying the reasons behind portfolio deterioration, looking for performance improvements, tracking portfolio mix change, or even establishing a stable baseline for implementing change – we have the right people to help. You’ll receive a detailed projected impact analysis with remedial options.

Data Sources

Arum will help you to maximise the benefit from the internal and external data:

  • Review what data you have today and how you can best use it
  • Help you to identify highly beneficial new sources of data which can be easily integrated within your existing systems
  • Quickly put in place sources/strategies/functions which will benefit you today, and aid your future growth into the future
  • Check for full regulatory compliance throughout
  • Always match your specific needs to the most suitable data providers, taken from our extensive network

Data modelling

Arum will help you by creating data models to apply to your collections decisions:

  • Take advantage of your data assets, helping refine your workflows
  • Leverage advanced analytics, from both internal and external data sources
  • Provide advanced reporting and visualisation to turn large volumes of data into actionable insight
  • Identify potential vulnerabilities and financial hardship
  • Safely evolve and translate your decisioning needs with more advanced and technical solutions

WHAT BENEFITS WILL YOU SEE?

  • Expert insights into your portfolio
  • Improved customer journeys
  • Better outcomes for both customers and your organisation
  • Increased returns
  • Improved use of operational capacity by increasing self-service

DATA SCIENCE AND ANALYTICS IN ACTION

Case Study

Increase in payments and reduced costs following collections process improvements

Case Study

Target operating model for public sector

Case Study

Revenue increasing performance reports

Accenture
Adobe
AIC
Aktiv Kapital
Aldermore
Anglian Water
Atom Bank
Bank Zachodni
Barnsley Council
Berneslai Homes
Britannia
British Gas
Business Stream
Butterfield
C&R Software
Cabot
Capgemini
Capquest
Centrica
Car Finance Company
CGI
Cognizant
Clydesdale Bank
Concentrix
Daimler
Debt Managers
Deloitte
Department for Work & Pensions DWP
Deutsche Bank
Drydens Fairfax
Eon
ESB
Experian
Exus
FICO
GE Money
HMCTS
Hito
HP
Hoist Finance
HSBC
IBM
ING
Intelligent Finance
International Personal Finance
JBW
KBC
Katabat
Liberata
L&Q
London Borough of Redbridge
Marstons
Money Barn
Motonovo
NatWest
New Day
Newham Council
Pega
Pepper
Qualco
Raiffeisen
RBS
Revenue Ireland
Scottish Power
SES Water
SLC
SSE
Standard Life
StepChange
Telrock (Optimus by)
Tesco Bank
Thames Water
Total
TSB
UISCE (Irish Water)
Walker Love
Westpac
Yorkshire Bank
YuEnergy

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