24
Building Outstanding Customer Relationships Delivering Relevant Next Best Actions for Retail Bank Customers WEBINAR Steven Noels, CTO NGDATA James Taylor, CEO, Decision Management Solutions

Building Outstanding Customer Relationships

Embed Size (px)

Citation preview

Page 1: Building Outstanding Customer Relationships

Building  Outstanding  Customer  RelationshipsDelivering  Relevant  Next  Best  Actions  for  Retail  Bank  Customers

WEBINAR

Steven  Noels,  CTONGDATA

James  Taylor,  CEO,  Decision  Management  Solutions

Page 2: Building Outstanding Customer Relationships

Introducing  Next  Best  Action

Page 3: Building Outstanding Customer Relationships

3

Every  Customer  Interaction  Builds  Value

Page 4: Building Outstanding Customer Relationships

4

Maximizing  the  Value  Requires  Focus

ACTIONTHE  RIGHT

PERSONTHE  RIGHT

TIMETHE  RIGHT

CHANNELTHE  RIGHT

Page 5: Building Outstanding Customer Relationships

5

Next  Best  Action

• 1:1  Marketing

• Cross-­‐channel  Marketing

• Markets  of  1

• Personalization

• Right  Action

• Right  Person

• Right  Time

• Right  Channel

Page 6: Building Outstanding Customer Relationships

Decisions  Drive  Next  Best  Action

Page 7: Building Outstanding Customer Relationships

7

Optimizing  Every  Interaction  Requires  Decisions

• What’s  the  next  best  action  for  this  customer?• What  channel  should  I  use  to  contact  them?• How  do  I  retain  this  customer?• Can  I  approve  this  customer’s  request?• What  will  make  this  customer  more  loyal?• Is  this  customer  valuable  enough  to  retain?• What’s  the  best  way  to  handle  this  problem?• Why  is  this  customer  calling?• …

Page 8: Building Outstanding Customer Relationships

8

Consistent  Decisions

Decision

Across  all  channels

Customer-­‐centric

Page 9: Building Outstanding Customer Relationships

9

Precise  Decisions

Replace  cookie-­‐cutter With:  • Localized• Personalized• Timely

Page 10: Building Outstanding Customer Relationships

10

Responsive  Decisions

Event

Decision Latency

Action

Page 11: Building Outstanding Customer Relationships

Technology  for  Next  Best  Action  Decisions

Page 12: Building Outstanding Customer Relationships

12

Next  Best  ActionDecision  Management  Systems

Agile Analytic Adaptive

Page 13: Building Outstanding Customer Relationships

13

Delivering  Next  Best  Action

Decision

Traditional New

External ü ü

Internal ü ü

Analytically  enrich  itMake  Consistent,  Precise,  Real-­‐Time  

Decisions  Across  All  Channels

Learn  ContinuouslyStart  with  customer  data

Add  Policies,  RegulationsBest  Practices  and  Preferences

Page 14: Building Outstanding Customer Relationships

14

Technology  Needs

• Manage  Customer  Datao Structured  and  unstructured;  Internal  and  external

• Build  Data-­‐Driven  Analyticso Customer-­‐level  understanding  -­‐ “segments  of  1”o Risk  and  response  predictions

• Manage  Ruleso Policies,  regulations,  best  practices  and  customer  preferences

• Deploy  Decision-­‐Makingo Consistent,  precise  real-­‐time  decisions  available  across  all  channels

• Learn  and  adapto Track  behavior  and  learn  over  time

Page 15: Building Outstanding Customer Relationships

15

From  Traditional  Marketing…  To  Next  Best  Action

• Next  product• Campaign  targeting• Process-­‐centric,  batch• Web  analytics• A/B  Testing• Few  channels• Portfolio  level  analysis

• Actions  not  just  offers• Offer  personalization• Real-­‐time  event/response  • Predictive  analytics• Adaptive  analytics• Many  channels  include  SoMoLo• Micro-­‐segmentation

Page 16: Building Outstanding Customer Relationships

Next  Best  Action  is  a  Change  in  Focus  and  Technology

Page 17: Building Outstanding Customer Relationships

17

Value  for  All  Parties

VALUE  FOR  CUSTOMERVALUE  FOR  COMPANY

VALUE

Page 18: Building Outstanding Customer Relationships

18

Lily  Enterprise™:  The  Analytics  RevolutionFrom  a  Manual  World  (Insights)  to  Operational  Analytics  (Impact)

DATA

INSIGHT

BI  TEAMS BUSINESS

ACTION

ENGAGEMENT

Ultimate  cross-­‐channel  customer  

recognition

Personal  Customer  experiences

Cross-­‐channel  (contextual)  experience

Smartermedia  buys

Streaming  analytics  and  real-­‐time  interactions

Real-­‐time  campaign  and  performance  optimization

Relevant  Inbound  Offers  and  Actions  

Page 19: Building Outstanding Customer Relationships

19

Customer  DNA

Page 20: Building Outstanding Customer Relationships

20

Lily  Customer  DNA  AdvantagesDriving  Revenues:  Effectiveness  and  Efficiency

No  more  time  lost  on  data  gathering  and  

preparation

Fully  integrated  and  automated  

processes

Data  is  always  complete  and  always  

current

Insights  immediately  

turned  into  action

Analysts  focus  on  higher  level  and  next  gen  analytics  

x10  targeting  precision,  increasing  revenues  and  loyalty

Page 21: Building Outstanding Customer Relationships

21

Lily  Enterprise:  Defined

Plugs  into  the  platform                              Platform  may  integrate  with  or  contain                              Platform  contains

Real-­‐timeintegration

Big  Data  Foundation

Enterprise  Data  Management,  Governance,  Security

Channel  applications

Learn

Continuous  Feedback

External  Analytics  &  data  science  

tools,  frameworks  and  services

External  Dashboards

Analytics  and  data  science  tools,  frameworks  

and  services

Insight-­‐driven  processes

Dashboards

Decision  and  management  

logic

Learn35%

87%

$124

$2946

35.2 months

75%

80%

2

36d 5

63%

2d

18

11

88

66

$11350

Page 22: Building Outstanding Customer Relationships

22

Customer  arrives  in  branch

Branch  relevant  Offers  are  selected

Propensities  to  accept  are  determined  in  order  to  sort  the  

Offers  to  their  customer  relevance  based  upon  Customer  DNA

Product  and  Offer  eligibility  is  evaluated  based  on  Customer’s  

DNA

Personalization  of  top  Offers  suggests  specific  actions  to  be  taken  by  branch  manager

Offer  Personalization

Customer  specific  reductions  on  Offer

Product(s)  related  to  the  Offer

Action  to  take  towards  Customer  (e.g.  call  up)

Lily  Customer  DNA  

e.g.  current  portfolio,  amount  spent  per  month,  flag  salary  on  CA,  flag  has  car  loan,  personal  product  reductions,  recent  click  behavior

Car  Loan  Offer  1

Car  Loan  Offer  2        

100.00  

33.00  

27.00  Pension  Savings  Offer  2    

Offer                                         Propensity              

Overview  of  all  Offers  and  their  constraints

Offer  and  Product  constraints  overview

1 2 3

Trigger

Original  product  price(s)

Case  Study

Page 23: Building Outstanding Customer Relationships

23

Keys  to  Mastering  Next  Best  Action

Go  From  Campaign/Segments  to  Individual  Interactions  

Incorporate  Behavioral  and  Contextual  Data  for  Real-­‐time  Relevancy

Continuous  Scoring  – Always-­‐Available  Individual  Insights  

Bridge  the  Gap  Between  Data  Analytics  and  Business  Execution  

Flexible  Environment  – Allowing  Movement  to  Decision  and  Execution  Without  Reliance  on  IT

Page 24: Building Outstanding Customer Relationships

24

Thank  you.  Any  questions?

NGDATA  helps  companies  in  data-­‐driven  industries  operationalize  their  data  analytics  through  our  real-­‐time,  analytics-­‐based  customer  experience  management  solution,  Lily  Enterprise™.  It  finds  insights  and  executes  on  them,  bridging  the  gap  between  the  worlds  of  data  and  business,  enabling  the  delivery  of  timely,  relevant  and  contextually-­‐aware  interactions  that  customers  embrace.

Connect  With  Us.  

Decision  Management  Solutions  specializes  in  helping  organizations  build  decision-­‐centric,  action-­‐oriented  systems  and  processes  using  decision  management,  business  rules,  and  advanced  analytic  technologies.  We  offer  a  complete  set  of  training,  consulting  and  decision  modeling  software  to  help  you  build  your  decision  management  capability.  

[email protected]

www.NGDATA.com

[email protected]

www.decisionmanagementsolutions.com