Mind the Gap_Humans and Data_FST
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Transcript of Mind the Gap_Humans and Data_FST
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Bank of Queensland Limited ABN 32 009 656 740. AFSL No 244616.
VIMPI JUNEJA, GROUP EXECUTIVE PRODUCT & STRATEGY, BOQ
The Future of Banking & Financial Services Conference, Sydney Australia10 November 2016
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99%
The use of customer data and data analytics creates a competitive advantage for FIs today and in the future
(% completely agree)
When faced with making an important decision at my financial institution, data always trumps experience
23%(% completely agree)
Source: Celent
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<1%
… of analytics leaders interviewed by McKinsey
said the degree of revenue or cost
improvement achieved through the use of data and advanced analytics
was …
Source: McKinsey & Company “Getting big impact from big data”
75%
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3 YEARS AGO TODAY
• Acceptance
• Data scientists
• Data infrastructure
• Adoption
• Data translators
• Data culture
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Is there real business value to be realised from analytics?
Can we build the capabilities to extract and action analytical insights?
Are we prepared to acceptanalytics that challengeour ‘convenient’ truths and beliefs?
HANDSHEAD
HEART
Sweet spot
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What we need to do to reach our goal?What are our obstacles?What is our goal?
Outperform sector EPS
growth over the long-term
Lower NIM
Less non-interest income
Higher cost of deposits
Higher cost of doing business
• Grow higher margin segments: SME, BOQS
• Grow higher margin products: BOQF, Personal loans
• Increase Markets income
• Expand credit cards; insurance; acquiring x-sell
• Reduce fee leakage
• Increase transaction deposits
• Optimise term deposit pricing
• Automate manual processes
• Consolidate functions; reduce duplication
• Eliminate waste
BOQ Majors
NIM 1.97% 2.52%
BOQ Majors
OOI 29 bps 54 bps
BOQ Majors
COF 2.33% 2.18%
BOQ Majors
CTI 46% 38%
and/or
and/or
and/or
1
2
3
4
5
6
7
8
9
10
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Balance sheet management Customer retention
30-Jan 29-Feb 31-Mar 30-Apr 31-May 30-Jun
ActualPredicted
Cap
85%
90%
95%
100%
105%
M0 M1 M2 M3 M4 M5 M6
Control group balance sheet retention
Pilot group balance sheet retention
>20 years
52
16-20 years
65
11-15 years
6-10 years1-5 years
34
Branch manager recruitment
76
58
Campaign effectiveness Price elasticity Voice of the customer
Branch performance index based on previous banking experience
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• Loss aversion
• Incentives
• Political costs
• Customer expectations
• Legal, governance settings
• Regulation
• How do I help others to understand what’s in it for them?
• How can I make it ‘safe’ for people to make the transition?
CHALLENGES TO OVERCOME ROLE OF LEADERSHIP
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CIO + Digital + Operations leaders
Retail Banking Executives + Sales capability + Sales
Operations leaders
BOQ Customer Lab
•Cross-functional leadership forum responsible for converting analytical insights into performance outcomes
•Driving aligned, decisive actionProduct Executives + Analytics + Customer
Experience leaders Business Banking Executives + SME
distribution leaders
“Ensuring internal processes are changed to
enable action”
“Ensuring our front line has the desire, skills and fit-for-
purpose tools to use the insights”
“Ensuring analytics agenda is grounded in business priorities and customer offers positioned
appropriately”
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• What problems to solve
• What analytic techniques to employ
• What data sources to mine
• How to present findings
• How to convert insights into actions
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How much time are you investing in leading the human side of your analytics execution plan?
How much time should you be investing in leadingthe human side of your analytics execution plan?
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The material that follows is a presentation of general background information about Bank of
Queensland Limited’s (BOQ’s) activities at the date of this document. BOQ does not warrant
the accuracy or completeness of the information contained in this document and has no liability
for any reliance by any party on the information contained in this document or for any direct or
indirect, special, consequential losses or punitive damages under any cause of action, whether
in contract, tort, under indemnity or statute (including for loss of data, loss of reputation, loss of
business opportunity or loss of anticipated savings) in connection with this document. It is not
intended to be relied upon as advice to investors or potential investors and does not take into
account the investment objectives, financial information or needs of any particular investor.
All information contained herein is confidential and proprietary to BOQ. No part of this
document may be reproduced or transmitted in any form or by any means, electronic or
mechanical, including photocopying, recording or information retrieval systems, except where
expressly permitted by BOQ.
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