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Eurostar’s take on
Business Intelligence and
information exploitation
strategy

Christophe Lemaire
CIO, Eurostar
Content



  ● Context and Background
  ● Our current situation
  ● How did we approach the subject?
  ● Who did we consult?
  ● Solution Framework
  ● What challenges are we faced with?
  ● Q&As

                                         2
Leading companies are increasingly using data as
a key enabler to improve their performance

 “The flood of data and analytical opportunities creates more value for those who can be creative in
 seeing the patterns and ... creating new business opportunities that take advantages of those patterns”
                                             Erik Brynjolfsson, Director of MIT centre of Digital Business




          ■The volume of available data are increasing significantly, with IDC
          estimating that the amount of data managed by enterprises will grow by
          over 50 times in 10 years.


          ■Business Intelligence is increasingly becoming a priority for investment,
          with Forrester reporting that it has become the top priority in companies’
          implementation plans.


          ■Companies are re-organising their operating models in a way to ensure
          they can optimise their use of data

                                                                                                             3
Our business suffers from insufficient and
inconsistent information

                       ►We currently lack the ability to identify most of our individual customers, limiting
                        how we can understand them and their needs
                       ►We  cannot get a single view of all our customer interactions, meaning we fail to
   Lack of single
                        leverage the breadth and depth of customer data that we already possess
   customer view
                       ►Need  of a single customer view and customer specific insight, in
                        order to personalise our service and product based on customer
                        value

                       ►We  have multiple systems that report revenue, but their aggregation still
                        requires too much manual processing
  Poor visibility of   ►We  cannot provide full revenue assurance and we do rely on third parties to
bookings and revenue    provide figures on sales and travelled revenue
                       ►We do not have visibility of provisional / unticketed bookings, so
                        we cannot ensure proper revenue integrity

                       ►Our existing reporting landscape is complex and heterogeneous, making
                        reporting tasks time consuming and not flexible
  Limited ability to   ►We   have little ability to efficiently combine data coming from
   produce insight      different systems (silos) into a single, trusted repository
                       ►We  limited capability for analysis of the data we do have access to, such as
                        visualisation, drill-down and predictive analytics
                                                                                                               4
We sought external expertise to help us
approach this issue in a methodical way



                  Develop
                                          Identify     Analyse Customer
                  Custom
   Customer           er
                                         Customer      Insight use cases
 Insight study                          Insight use    and evaluate their
                   Insight
                                           cases        value to Eurostar
                    vision




                   Understand BI
                    current state                     Design BI solution
  Business                                                                  Generate
                                                      blueprint and test
                                                                               BI
 Intelligence                                            with System
                                                                            business
    study                                              Integrators and
                  Elicit requirements                                         case
                                                       product vendors
                   for Enterprise BI
                 across the business




                                                                                       5
All areas of our business have contributed to
the requirements for a BI solution
•The degree of
complexity of guiding approach
      Principles                          Business areas covered
requirements will
differ across the                  Business Area           Depth of analysis
business, with some
areas having more                                          Detailed analysis of use cases
complex needs than                                          to meet business objectives
                                    Customer Insight        and strategies for customer
others.                                                      insight (main contributor to
                                                                   business case)
•This study focused
on the business                         Finance
areas with more                     Fraud Prevention          Analysis of reporting and
                                                               analytics requirements
complex needs                     Revenue Optimisation

•The study had to
cope with                          Business Planning
heterogeneous levels                    Strategy
of detail in the
                                        Stations
requirements                                                 Gap assessment between
                                                           existing capabilities and stated
expressed by the                         Sales
                                                                    requirements
business                         Eurostar Contact Centre

                                   Human Resources
•The requirements
provided at this early                Rolling Stock
stage have been
used to design a
blueprint of the                                                                              6
We have proposed a BI solution that will serve
the needs of the wider organisation in E*

                  Summary view of solution blueprint developed by our BI study

  Main data                                     Enterprise BI Solution
   sources

    Booking                               Data           Information         Information
    systems                          transformation       repository           delivery

   Customer
    profiles                              Data          Transactional                  Dash-
                                                                          Reports
                                       integration          data                       boards
     Loyalty
    systems                Data
                         ingestion                                                    ‘Slice and
                                                                         Predictive
    Payment                            Data quality     Reference data                   dice’
                                                                         analytics
    systems                                                                            analysis

  Operations &
  Rolling Stock                         360° view                                      Ad hoc
                                                            Others        Others
                                       of customer                                     queries
   Reference
     data

                                                                                                   7
The challenges we are facing at the moment
before starting the project



    Very tricky to decide on the scope of the project:
    BI can provide benefits to all departments, however pragmatic decisions
    have to be made on what the appropriate scope is in order to keep it
    under control. Prioritisation criteria can be: departmental readiness,
    business value, complexity, …

    Lack of common understanding and definition of BI:
    Every area of our business have their own preconceived ideas about the
    meaning of BI and what the project is trying to achieve. It is still our
    biggest challenge!

    Identifying the appropriate business sponsor:
    Finding the appropriate sponsor for this project was another major hurdle,
    which took a while to iron out. Our project is likely to be jointly sponsored
    by the commercial director and the CFO.

                                                                                    8
Two additional key messages to have in mind when
embarking on a BI project




   1. A BI project can only “fly” if put into the context of an
      overall Information Systems Strategy & Roadmap

   2. A BI project will generally not solve quality issues of
      input data: “Garbage in, garbage out”




                                                                  9
Any Questions ?
Thank you !

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Christophe Lemaire, CIO at Eurostar - Welcome to Enterprise Business Intelligence!

  • 1. Eurostar’s take on Business Intelligence and information exploitation strategy Christophe Lemaire CIO, Eurostar
  • 2. Content ● Context and Background ● Our current situation ● How did we approach the subject? ● Who did we consult? ● Solution Framework ● What challenges are we faced with? ● Q&As 2
  • 3. Leading companies are increasingly using data as a key enabler to improve their performance “The flood of data and analytical opportunities creates more value for those who can be creative in seeing the patterns and ... creating new business opportunities that take advantages of those patterns” Erik Brynjolfsson, Director of MIT centre of Digital Business ■The volume of available data are increasing significantly, with IDC estimating that the amount of data managed by enterprises will grow by over 50 times in 10 years. ■Business Intelligence is increasingly becoming a priority for investment, with Forrester reporting that it has become the top priority in companies’ implementation plans. ■Companies are re-organising their operating models in a way to ensure they can optimise their use of data 3
  • 4. Our business suffers from insufficient and inconsistent information ►We currently lack the ability to identify most of our individual customers, limiting how we can understand them and their needs ►We cannot get a single view of all our customer interactions, meaning we fail to Lack of single leverage the breadth and depth of customer data that we already possess customer view ►Need of a single customer view and customer specific insight, in order to personalise our service and product based on customer value ►We have multiple systems that report revenue, but their aggregation still requires too much manual processing Poor visibility of ►We cannot provide full revenue assurance and we do rely on third parties to bookings and revenue provide figures on sales and travelled revenue ►We do not have visibility of provisional / unticketed bookings, so we cannot ensure proper revenue integrity ►Our existing reporting landscape is complex and heterogeneous, making reporting tasks time consuming and not flexible Limited ability to ►We have little ability to efficiently combine data coming from produce insight different systems (silos) into a single, trusted repository ►We limited capability for analysis of the data we do have access to, such as visualisation, drill-down and predictive analytics 4
  • 5. We sought external expertise to help us approach this issue in a methodical way Develop Identify Analyse Customer Custom Customer er Customer Insight use cases Insight study Insight use and evaluate their Insight cases value to Eurostar vision Understand BI current state Design BI solution Business Generate blueprint and test BI Intelligence with System business study Integrators and Elicit requirements case product vendors for Enterprise BI across the business 5
  • 6. All areas of our business have contributed to the requirements for a BI solution •The degree of complexity of guiding approach Principles Business areas covered requirements will differ across the Business Area Depth of analysis business, with some areas having more Detailed analysis of use cases complex needs than to meet business objectives Customer Insight and strategies for customer others. insight (main contributor to business case) •This study focused on the business Finance areas with more Fraud Prevention Analysis of reporting and analytics requirements complex needs Revenue Optimisation •The study had to cope with Business Planning heterogeneous levels Strategy of detail in the Stations requirements Gap assessment between existing capabilities and stated expressed by the Sales requirements business Eurostar Contact Centre Human Resources •The requirements provided at this early Rolling Stock stage have been used to design a blueprint of the 6
  • 7. We have proposed a BI solution that will serve the needs of the wider organisation in E* Summary view of solution blueprint developed by our BI study Main data Enterprise BI Solution sources Booking Data Information Information systems transformation repository delivery Customer profiles Data Transactional Dash- Reports integration data boards Loyalty systems Data ingestion ‘Slice and Predictive Payment Data quality Reference data dice’ analytics systems analysis Operations & Rolling Stock 360° view Ad hoc Others Others of customer queries Reference data 7
  • 8. The challenges we are facing at the moment before starting the project Very tricky to decide on the scope of the project: BI can provide benefits to all departments, however pragmatic decisions have to be made on what the appropriate scope is in order to keep it under control. Prioritisation criteria can be: departmental readiness, business value, complexity, … Lack of common understanding and definition of BI: Every area of our business have their own preconceived ideas about the meaning of BI and what the project is trying to achieve. It is still our biggest challenge! Identifying the appropriate business sponsor: Finding the appropriate sponsor for this project was another major hurdle, which took a while to iron out. Our project is likely to be jointly sponsored by the commercial director and the CFO. 8
  • 9. Two additional key messages to have in mind when embarking on a BI project 1. A BI project can only “fly” if put into the context of an overall Information Systems Strategy & Roadmap 2. A BI project will generally not solve quality issues of input data: “Garbage in, garbage out” 9

Notas del editor

  1. Illustrative – not exhaustive..
  2. Illustrative – not exhaustive..
  3. Illustrative – not exhaustive..
  4. A BI study was performed in parallel with a customer insight strategy, which identified and quantified use cases for how insight could drive business value, The Customer Insight use cases were added to the requirements for the BI solution blueprint The Customer Insight study also identified benefits that could be realised by Enterprise BI, and these form part of the Enterprise BI business case.
  5. Real time data Clean customer data Predictive analytics
  6. “ Fly” = be understood by all areas of the business and approved