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The Rise o f D ata i n t he C Suite Data is on the C Suite agenda – enabling customer intimacy and competitive advantage Competition is fierce and unpredictable. Today’s leaders focus on the customer, innovate and partner to thrive. AIIA Financial Services Thought Leadership Paper: Rise of Data in the C Suite A whitepaper prepared for the AIIA Financial Services Innovation Group by IBM Australia 18 March 2016

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Page 1: TheRise$ ofData#i heCSuite€¦ · White!paper!Rise!of!Data!inthe!CSuite! Page4!of!18!!! This global phenomenon has caused leading organisations to re-examine their client interactions,

 

       

   

   The  Rise  of  Data  in  the  C  Suite  Data is on the C Suite agenda – enabling

customer intimacy and competitive advantage

Competition  is  fierce  and  unpredictable.  Today’s  leaders  focus  on  the  customer,  innovate  and  partner  to  thrive.    

 

AIIA  Financial  Services  Thought  Leadership  Paper:  Rise  of  Data  in  the  C  Suite  

A  white-­‐paper  prepared  for  the    AIIA  Financial  Services  Innovation  Group    

by  IBM  Australia  18  March  2016    

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Authored  By  

Mark  Ebeling    IBM  Australia    

           

 

Editorial  Contributors    Bruce  Wren  Swipe  

   Christian  Bieck  Institute  for  Business  Value  

   Ahmed  Fatah  

  IBM  Australia            

 [    

The AIIA wishes to thank their Financial Services Thought Leadership partners, Bartier Perry. Bartier Perry is a commercial law firm that assists clients in the Information and Communications Technology sector on a wide range of commercial transactions

Download the AIIA Financial Services White Papers www.aiia.com.au

AIIA Head Office: 39 Torrens Street, Braddon, 2612 ACT p: 02 6281 9444 e: [email protected] w: www.aiia.com.au

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About  AIIA  

The  Australian  Information  Industry  Association  (AIIA)  is  the  nation’s  peak  industry  body  for  the  technology  sector.  AIIA  sets  the  strategic  direction  of  the  industry,  influences  public  policy  and  provides  members  with  productivity  tools,  advisory  services  and  market  intelligence  to  accelerate  their  business  growth.  

AIIA  member  companies  employ  100,000  Australians,  generate  combined  annual  revenues  of  more  than  $40  billion  and  export  more  than  $2  billion  in  goods  and  services  each  year.  With  member  companies  right  across  the  country,  from  every  sector  of  the  industry  and  representing  every  size  of  company,  AIIA  is  truly  the  ICT  industry's  association  of  choice.  

About  AIIA's  Financial  Services  Network  

AIIA  established  the  Financial  Services  Business  Network  for  executives  interested  in  technology-­‐led  innovation  in  the  financial  services  industry.  Join  us  to:  

• Understand  the  innovation  opportunities  in  financial  services    • Facilitate   networking   between   the   innovators   in   financial   services   and   the   suppliers   of   technology  

solutions    • Discuss  and  create  technology-­‐led  business  opportunities  in  financial  services  and  facilitate  deal  making.  

 

Join  our  LinkedIn  Group  

Thought  Leadership  Papers  

In  partnership  with  specialist  companies  from  across  the  ICT  industry,  AIIA  releases  regular  Thought  Leadership  pieces  in  the  financial  services  arena.    

 

This  thought  leadership  piece  is  downloadable  from  the  AIIA  web-­‐site  at:  

http://www.aiia.com.au/?page=fs_thought_leaders  

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Table  of  Contents  Authored  By  ..............................................................................................................................................................................................  0  Editorial  Contributors  ...............................................................................................................................................................................  0  

About  AIIA  .......................................................................................................................................................................  1  

About  AIIA's  Financial  Services  Network  .......................................................................................................................  1  

Thought  Leadership  Papers  ............................................................................................................................................  1  

Introduction  -­‐  the  rise  of  data  in  the  C-­‐suite  ...................................................................................................................  3  

Customers  are  tough  .......................................................................................................................................................  3  

Competition  is  fierce  -­‐  the  threat  of  ‘Uberisation’  is  real  ................................................................................................  5  

Responding  to  challenges  –  focus  on  the  customer,  innovate  and  partner  ....................................................................  5  

Focus  on  the  customer  -­‐  enabled  by  analytics  ................................................................................................................  6  

Innovation  -­‐  transform  and  drive  cultural  change  (innovate  like  a  start  up)  ...................................................................  9  

New  partnerships  -­‐  fintech  investment  .........................................................................................................................  10  

Inhibitors  -­‐  skills  gaps  .....................................................................................................................................................  11  

Essentials  -­‐  culture,  governance,  security  and  regulation  .............................................................................................  12  

Future  -­‐  cognitive  and  advanced  analytics  ....................................................................................................................  13  

Conclusion  .....................................................................................................................................................................  14  

About  AIIA  ...................................................................................................................................................................  15                  

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INTRODUCTION  -­‐  THE  RISE  OF  DATA  IN  THE  C-­‐SUITE  

Data and analytics are firmly on the C-Suite agenda. Leaders of successful organisations have raised the profile of data as a critical resource in the battle to be relevant to their customers, to meet competitive threats and to respond to changing regulatory responsibilities. This paper will examine the three leading motivations for the attention data and analytics receives by the executive team.

• Customers are tough, discerning and their loyalty must be earned. Data is delivering deeper customer relationships with insight from analytics.

• Competition is fierce and increasingly leaders are unable to predict its emergence. Data is fuelling innovation and is becoming the engine room for growth.

• Finance Industry regulation is on the rise and there is no sign that the regulatory oversight will diminish in the future. In this climate sophisticated organisations have moved beyond dealing with data volume alone, they are pragmatically managing data governance and data security concerns.

The Australian Finance Industry response to these competitive pressures should follow these three dimensions:

1. Renewed focus on customer centricity, enabled by data and analytics

2. Drive internal transformation and cultural change programs required to innovate like a start up. Data and analytics are central to enabling and responding to the innovation culture

3. New partnerships, in a world of emergent competition, forming new partnerships including Fintech investment, is an important part of the strategy. Leveraging data in the context of new partnerships brings its own challenges.

What is the place of new technologies enabling business response to customers and competition? Is cognitive computing and machine learning still science fiction or ready for business?

CUSTOMERS  ARE  TOUGH  

 “I  don’t  see  the  difference  between  my  bank  and  all  the  others.”1  

Most readers will be very familiar with these kind of observations from both millennials and generation z consumers. It’s a tough market, compared with the finance industries traditional base where consumer loyalty was almost a certainty and switching products and brands was almost unheard of. For these new generations - the question of relevance is fundamental.

 

 

                                                                                                                                                         

1  http://www.millennialdisruptionindex.com/wp-­‐content/uploads/2014/02/MDI_Final.pdf  

33%

71%

of millennials believe they don’t need a bank at all 1

of millennials would rather go to the dentist than listen to what banks are saying 1

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This global phenomenon has caused leading organisations to re-examine their client interactions, products and approach to this market. Business leaders must deliver differentiated client experience through all channels. It is critically important to deliver on this aspiration.

According to a 2015 IBV survey data, 81% of business leaders will rely on digital channels and 68% will seek to interact with their customers as individuals rather than a broad demographic, see Figure 1 below.  

 Figure  1  Growth  in  digital  interaction  and  customers  as  individuals  2    

The desire to create an individualised and tailored experience is a tenant for leading businesses. Mike Frueh from the VA Home Loan Program3 calls this out.

We’re  investing  in  mobile  technologies  specifically  to  create  individualised,  tailored  experiences  based  on  each  customer’s  situation  

or  anticipated  needs.”  Mike  Frueh,  Director  of  VA  Home  Loan  Program3  

Mike’s observation only represents half of the story. Of course, the focus is on the interaction with the customer. This interaction is only made meaningful if there is data and analytics providing insight.

 

                                                                                                                                                           

2  IBV  Study  Redefining  Boundaries  ibm.com/iibv  3  IBV  study  The  Customer-­‐activated  Enterprise  ibm.com/iibv    

68%

Redraw the rules of engagement Still, these reservations haven’t blunted recognition that different tactics are required to thrive in the new competitive environment. The members of the C-suite know greater efficiency, alone, isn’t enough to deal with amorphous opponents capable of altering direction almost overnight. Fending off such assailants requires a much bolder approach.

Most CxOs anticipate changing the way their organizations engage with customers. They’re especially interested in creating more digital, individualized experiences (see Figure 5). As the CEO of a British utility noted, “We now have the tools to understand 90 percent of our customers, but we need to get to segment-of-one understanding.”

Figure 5

Personal touch: CxOs anticipate more digital and individual engagement with customers by 2020

81%8%

2013 68%20%

2015

66%21% 2015

no change

19%

increase

2013 54%33%

22%

More focus on customers as individuals

More focus on customers as segments

More face-to-face interaction

More digital/virtual

interaction

increase

no change

“The app concept – that there are millions of developers who can convert mobile and wearable devices into completely new and innovative tools – will transform big business.”

Asher Yaqub Khan, Chief Commercial Officer, Ufone, Pakistan

8

of millennials say the way they transact money will be totally different

1

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COMPETITION  IS  FIERCE  -­‐  THE  THREAT  OF  ‘UBERISATION’  IS  REAL  

Three to five years ago business leaders could see the competition coming. The biggest risk was the arrival of a new competitor with a better or cheaper product or service. In this domain, it was ‘good enough’ to deliver incremental improvements to the existing products, or to be a fast follower.

Now competitive threats come from left field - Uber is held up as the exemplar for the new world – the global taxi industry was unprepared for this marriage of a “sharing economy” and clever IT to universally bypass local regulations and threaten a 60+ year old taxi industry. The threat of “Uberisation” – deepens the need for better client intelligence and reach – for some organisations it could be a matter of survival.

“Millennials - believe innovation will come from outside the industry4, as do more than half of the IBV study respondents surveyed.

These new challengers come in two forms – new permutations of old industries and digital invaders.

New permutations of old industries include examples like the marriage of consumer electronics and healthcare with digital exercise tracker Fitbit. Others are more obtuse such as - Agrochemical giant Monsanto which is mutating into an IT firm to deliver real-time tools for farmers to maximize crop yields.

Todays leaders are concerned about outsiders invading their patch.

“We  used  to  look  at  The  Four  Seasons  as  a  competitor,”  the  CMO  of  a  hotel  business  in  the  United  Arab  Emirates,  noted.  “Now  we  look  at  

disruptors  like  Airbnb.”5    

It is the ‘digital invaders’ that bring the greatest concern for established business. These companies focus on a key part of the value chain and execute well targeted, innovative and light weight capabilities which disintermediate incumbent providers. The size and scale of these companies can vary dramatically as can their impact on finance sector bottom lines.

RESPONDING  TO  CHALLENGES  –  FOCUS  ON  THE  CUSTOMER,  INNOVATE  AND  PARTNER  

The Australian finance industry response to these challenges should follow three dimensions:

1. Focus on the customer - enabled by analytics

2. Innovation - transform and drive cultural change (innovate like a start up)

3. New partnerships - fintech investment

Each of these responses brings particular challenges for the data and analytics domain.

                                                                                                                                                         

4  www.millennialdisruptionindex.com/wp-­‐content/uploads/2014/02/MDI_Final.pdf  5  IBV  Study  Redefining  Boundaries  ibm.com/iibv  

52% of banking and financial markets CXOs expect more competition from other/new industries

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FOCUS  ON  THE  CUSTOMER  -­‐  ENABLED  BY  ANALYTICS  

Customer Experience Management is one of the top priorities of the finance industry. In this year’s IBV survey we see analytics investment is focused primarily on customer centricity. Over half of the survey respondents report the customer as the primary reason for the use of analytics.

Driving operational improvements (22% in Australia and New Zealand) and Finance/Risk (27% in Australia and New Zealand) management make up the remainder. It’s worth noting that the percentage of respondents who cited financial / risk management as their primary objective for analytics grew significantly over the previous results (from a low base of 7%). This aligns well with observations on increasing regulatory pressure covered later in this paper.

 Figure  2  Primary  objectives  for  the  use  of  analytics  as  reported  by  IBV  survey  respondents  6  

The industry is moving forward with big data and analytics, they are transitioning from experimentation, to driving value with an integrated approach. In one sense Big Data is not so BIG any more – “its just how we do data“.

It could be argued that 2014 was the year Big Data became pervasive in the finance industry. The KPMG study referenced below describes 4 characteristics of big data - Volume, Velocity, Variety and Validity. These themes echoed across the industry through the year with other industry leaders such as IBM using different V’s-Volume, Variety ,Velocity and Veracity (Veracity meaning trust worthiness and integrity of the data). The core message was the same – enormous volumes of data which are both at our disposal and under our stewardship.

Figure  3  Big  Data's  four  V's  7  

                                                                                                                                                         

6  Analytics:  The  upside  of  disruption.  IBM  Institute  for  Business  Value  2015  Analytics  research  study.  ibm.biz/2015analytics  

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The same KPMG article8 went on to suggest - “Almost 70% of all C-level executives say that data and analytics will be important to revenue growth going forward and 55% say they have already changed their business strategy to meet the challenges of big data.”

The importance of analytics is further highlighted in the 2015 survey data below which shows that analytics is being used to get ahead or keep up with competition in both the global survey results on the left of the charts and the ANZ market results on the right of the figure below.

This 2015 IBV research shows 93% of Australian and New Zealand respondents report that data and analytics keeps their organisation ‘on par with’ or ‘ahead of their local or global competitors’.

Only 7% of cross-industry respondents report data and analytics has no impact on their organisational competitiveness.

Mature organisations have responded to this challenge by introducing the Chief Data Officer role which instantiates the data domain in the executive ranks.

The CDO has historically been focused on operational maturity, treating data as an organisations asset. Mature CDOs are evolving the role to directly pursue new markets and bring competitive advantage for their organisation.

The finance industry has done an outstanding job bringing the data from a variety of sources to one place in some form of ‘Data Lake’ or a ‘Data Harbour’ as one leading Sydney Bank has named it. In the last twelve to eighteen months big data has moved from a base of experimentation to a resource which is bringing mainstream value to their organisations. This is illustrated in Figure 5 by the growth in the number of respondents in the Execute or Engage phases below.

 

                                                                                                                                                                                                                                                                                                                                                                                   

     7  KPMG Frontiers in Finance – June 2015 Publication number: 132368-G, www.kpmg.com/frontiersinfinan  8  KPMG Frontiers in Finance – June 2015 Publication number: 132368-G, www.kpmg.com/frontiersinfinan

Figure  4  Competitive  Impact  of  Analytics  as  reported  by  respondents  1  

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Martin Spratt, ClearCDO speaking at the CDO forum in Sydney in February made the observation that the themes of big data: ‘may have been over hyped’ and that ‘we will in the future, just talk about data, its just how we do data’.9

The industry experience suggests that Big Data can be managed from a volume viewpoint. The industry has grappled with the complexity of managing diverse data sources as input to our data lakes. There are still development opportunities to deliver real value broadly to all parts of the organisation.

This is particularly true for those who are close to the customer.

“Companies  are  getting  really  good  at  collecting  data,  but  they  are  having  big  problems  connecting  it.  Analyzing  a  single  source  of  data  will  

never  drive  real  value;  it  takes  multiple  streams  of  data  to  get  real  insight,”  states Nova Spivack, CEO of bottlenose observed in a recent

KPMG study.10  

To date this opportunity has been missed - the actionable insights and decision support possibilities are not yet being effectively leveraged across finance organisations. This missed opportunity is borne out by an August 2015, TNS survey of marketing professionals. The survey found respondents are finding it difficult to develop insight and value from the data they have available because of the multiple sources involved. The end users need better ‘systems’ to support the discovery of insights.

 “the  volume  and  variety  of  data  is  obscuring  valuable  insights  and  making  it  harder  for  businesses  to  use  it  to  their  advantage.  

 

                                                                                                                                                         

9  http://www.chiefdataofficersydney.com/  Interview  10  KPMG Frontiers in Finance – June 2015 Publication number: 132368-G, www.kpmg.com/frontiersinfinan  

Figure  5  Big  data  adoption  over  time  as  reported  by  IBV  study  respondents.  6  

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..  70%  are  unable  to  integrate  multiple  data  sources  –  such  as  social  media,  blogs,  website  traffic  and  search  data  -­‐  leaving  them  unsure  

what  action  to  take..      

…  almost  three  quarters  (70%)  of  marketers  admit  that  they  find  it  difficult  to  integrate  data  from  different  sources.  With  so  much  data  

available,  marketers  know  they  should  be  able  to  make  decisions  in  real-­‐time,  but  many  are  struggling  to  integrate  traditional  and  digital  

measurements.”  11    The implication for the data domain is that the delivery of insight needs to be integrated, as well as fast. The speed of innovation must accelerate and agile methods like those employed successfully at Suncorp, will be required to deliver return on investment incrementally. This will be even more true if the goal of delivering a ‘sense and respond capability’ tailored for each customer interaction is to be realised.

“..it  comes  down  to  a  focus  on  the  customer  -­‐    better  understanding  of  the  customer  better  understanding  of  their  needs  and  the  ability  to  predict  how  the  organisation  can  fulfill  those  needs  in  a  proactive  sense…  in  a  broad  sense  its  like  a  sense  and  respond  capability.  12  

-­‐  Adrian  McKnight,  CDO,  Suncorp  

Anticipating and adapting to changes in customer expectations will become a success factor as customers ratchet up their view of the world, reset by each new experience - ‘my last best experience, is now the standard I expect’.

INNOVATION  -­‐  TRANSFORM  AND  DRIVE  CULTURAL  CHANGE  (INNOVATE  LIKE  A  START  UP)      

All major Australian banks and the leading insurers have embarked on programs to adopt agile methodologies and embrace a culture of innovation using techniques like ‘design thinking ‘. Many of the leading organisations (CBA, NAB, ANZ for example) have set up purpose built “LABs” to drive and instil a new way of thinking and operating. This kind of cultural change is difficult but essential to meet the new market forces.

It requires sustained focus at all levels of the organisation to succeed. The CIO of a large Australian bank once described “the immune system” within his bank . The “immune system” worked against any change – incredible force of will and teamwork is required to overcome these powerful forces.

Speaking at the CDO forum in February 2016, Adrian McKnight, Chief Data Officer (CDO), Suncorp, identified the importance of agile processes,

                                                                                                                                                         

11  http://www.tnsglobal.com/press-­‐release/marketing-­‐monitor-­‐press-­‐release  12  http://www.chiefdataofficersydney.com/  

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“  Both  people  and  process  are  important  in  the  data  and  analytics  strategy…we  are  driving  an  agile  culture  and  practices  around  our  data  

and  analytics  strategy…its  about  creating  the  right  environment  for  people  to  perform  at  their  best  and  achieve  their  full  potential.”    

The extent to which finance industry organisations are able to sustain cultural change will impact their profitability and perhaps long-term survival.

 

NEW  PARTNERSHIPS  -­‐  FINTECH  INVESTMENT    

In March 2015 the Financial Times reported that “Investment in financial technology companies trebled last year, providing a hint of the scale of digital disruption banks face..” The article also noted “The total amount invested in the global Fintech sector rose from just over $4bn in 2013 to more than $12bn in 2014, as record amounts were poured into companies developing technologies that promise to turn the financial sector on its head” 13

Australia is part of this wave – Fintech hubs like Stone and Chalk in Sydney have been established to “foster and accelerate the development of world-leading Fintech start-ups” with strong engagement from AMP, ANZ, iag, American Express and Westpac to name a few of the leading sponsors.

Fintech investment is a component of the competitive strategy for the finance industry. Speaking at the FintechMelbourne event, Shayne Elliott, ANZ Banks CEO highlighted the ‘importance of Australia’s financial services industry to the country’s economy, and the role that startups play in “keeping banks on their toes”. When it comes to innovation that improves the customer experience, he continued:

“ANZ  is  no  longer  just  competing  with  rival  banks  but  with  companies  like  Uber  and  Airbnb  that  are  now  defining  what  a  good  customer  

experience  looks  like,”      Shayne  Elliott,  CEO  ANZ  Banks14  

Capital One, a large US bank provides another example as they recently surprised the market with the acquisition of Adaptive Path, a San Francisco-based design and user experience (UX) consultancy. Capital One like other banks is looking to improve the way they interact online with their customers. UX is a key concern and a hot topic in website design as it concentrates on optimising the customer’s online experience.

New partnerships will continue to play a part in the strategy of leading organisations. For the data domain this brings new challenges. Access to institutional data must be provided in an agile manner to enable and support the partnership and the innovation it brings. At the same time access must be governed to ensure regulatory responsibilities are not compromised through these interactions.

   

                                                                                                                                                         

13  http://www.ft.com/cms/s/0/1245ce84-­‐d314-­‐11e4-­‐a792-­‐00144feab7de.html#ixzz42jea55KB  14  http://www.fintechmelbourne.org/four-­‐things-­‐we-­‐learnt-­‐about-­‐fintech-­‐from-­‐the-­‐new-­‐anz-­‐ceos-­‐first-­‐public-­‐qa-­‐startupsmart-­‐2  

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INHIBITORS  -­‐  SKILLS  GAPS    

While skills gaps are not the only inhibitor to success, accessing the right resources in an expanding market can be an impediment. A recent IBV survey has identified significant big data and analytic skill gaps in both the global market (left side of the chart below) and the Australian and New Zealand market (right side of the chart).

The skills explored here cover a full spectrum of the data and analytics domain. They include those who would build and administer the systems through to the Analyst and Data Scientist who will mine and explore the data to deliver insight to the business consumers.

   

Figure  6  Most  significant  big  data  and  analytics  skills  gaps  identified  by  IBV  survey  respondents15  

This represents an opportunity for reskilling the workforce and provides an incentive to leverage new cognitive patterns to support experts within our organisations. Cognitive, machine learning and advanced analytics patterns will support thought workers in the analytics field and those who are currently served by the analytics.

   

                                                                                                                                                         15  Analytics:  The  upside  of  disruption.  IBM  Institute  for  Business  Value  2015  Analytics  research  study.  ©  2015  IBM  Institute  for  Business  Value.    ibm.biz/2015analytics  

 

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“Australian  organisations  will  increase  their  focus  on  advanced  analytics  this  year,  as  they  aspire  to  do  more  with  what  they  are  already  doing  in  analytics.  It  isn’t  just  an  advanced  form  of  current  analytics,  however  –  

it  is  new  technologies,  new  capabilities  and  new  skills  that  are  increasingly  driving  business  innovation  and  experimentation,  while  also  

creating  competitive  advantage.  Gartner  predicts  that  by  2018,  over  half  of  large  organisations  globally  will  compete  using  advanced  

analytics  and  proprietary  algorithms,  causing  the  disruption  of  entire  industries”  

 Gartner  Sydney  Jan  28,  2016 Ian Bertram  

In the short term, Gartner’s prediction will keep the pressure on key analytics human resources, as the activity in the analytics domain will grow, propelled by business appetite for innovation and competitive advantage.  

ESSENTIALS  -­‐  CULTURE,  GOVERNANCE,  SECURITY  AND  REGULATION    

 The Global regulatory index shows consistent pressure since 2012 and there is no sign that the level of oversight and regulation will diminish any time soon. The pressure on organisations to meet regulatory obligations, manage and govern data throughout its lifecycle has been increasing.

Global  regulatory  pressure  index  

Figure  7  Global  regulatory  pressure  index16  

The Chief Data Officer (CDO) role had its heritage as the custodian and curator of data for the enterprise. This heritage saw the role concerned with defining processes, policies and procedures to manage the full lifecycle of data as it is created and incorporated into an organisations ecosystem and retained or when appropriate, disposed of. CDO concerns also ranged to cover architecture, data quality, risk management of the data assets under their stewardship.

                                                                                                                                                         

16  http://www.kpmg.com/Global/en/IssuesAndInsights/ArticlesPublications/evolving-­‐banking-­‐regulation/Documents/evolving-­‐banking-­‐regulation-­‐ema-­‐2014-­‐v3-­‐fs.pdf  

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Data leaders Ram Kumar and Michelle Pinheiro from iag speaking at the CDO forum17 covered some the main challenges developing a data driven culture. They highlighted establishing ‘data is a strategic asset and that it has value’ with ‘accountability from the top of the organisation’ as keys to successfully delivering on the core responsibilities of Data Leaders. Giving lip service to cultural change is not sufficient, it must become an operational imperative.

Adrian McKnight, CDO, Suncorp talked about the evolving role of the CDO.  CDO  role  will  be  a  primary  role,  driving  new  business  models,  innovation  

and  thinking  about  how  the  business  needs  to  develop.18  

As CDOs have mastered the core responsibilities, mature CDOs are now focusing on value creation. This is a critical opportunity as data leaders capitalise on missed opportunities – advanced analytics and cognitive strategies must be leveraged to engage in a sustainable model.

 

FUTURE  -­‐  COGNITIVE  AND  ADVANCED  ANALYTICS  

“Machines  are  taking  on  more  human  characteristics  to  develop  a  more  personalized  relationship  with  human  beings…All  in  all,  the  trends  indicate  a  near-­‐term  future  in  which  machines  and  humans  are  co-­‐

workers  and,  possibly,  even  codependents.”19  Daryl  Plummer,  Vice  President  and  Gartner  Fellow  

Our future will include some combination of Machine Learning, Artificial Intelligence, Cognitive Computing and advanced analytics. This domain is no longer science fiction, large organisations are embracing these capabilities to deliver commercial value.

Last week KPMG announced, “The cognitive era has arrived,20”

“KPMG’s  use  of  IBM  Watson  technology  will  help  advance  our  team’s  ability  to  analyze  and  act  on  the  core  financial  and  operational  data  so  

central  to  the  health  of  organisations  and  the  capital  markets.  In  addition  to  the  unprecedented  possibilities  for  enhancing  quality,  the  potential  for  cognitive  and  related  technologies  to  help  us  pursue  new  

business  offerings  is  extraordinary.”  Lynne  Doughtie,  KPMG  LLP  Chairman  and  CEO.    

                                                                                                                                                         

17  http://www.slideshare.net/Chief_Data_Officer_Forum/iag-­‐presentation-­‐at-­‐the-­‐chief-­‐data-­‐officer-­‐forum-­‐sydney  18  http://www.chiefdataofficersydney.com/  19  Gartner  Symposium/ITxpo.  http://www.gartner.com/technology/symposium/?nicam=vsymww  20  https://home.kpmg.com/xx/en/home/media/press-­‐releases/2016/03/the-­‐cognitive-­‐era-­‐has-­‐arrived.html  

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Actionable insights and decision support possibilities are not yet being effectively leveraged across our organisations. Skills shortages across all dimensions of the analytics workspace will be a constraint on growth. Both can find relief by using both advanced analytics and cognitive technologies.

Cognitive technology enables greater collaboration between humans and systems. It provides the ability to communicate in natural language and analyse massive amounts of data to deliver insights more quickly and it understands consumers from a historical viewpoint to enrich each interaction with context using evidence-based reasoning.

A cognitive system learns and builds knowledge from various structured and unstructured sources of information. It captures expertise of top performers and accelerates the development of expertise in other professionals to help improve decision making and elevates the quality and consistency of decision making across an organization.

Incorporating self learning and pattern recognition with natural language support, are the capabilities that enable adoption by staff not familiar with data processing and analytics. Watson for example, integrates machine learning and Natural Language Processing into a system that can be accessed directly or through existing applications.

 

CONCLUSION    

The Australian finance industry, like its peers in other parts of the world is responding to the new millennial customers and preparing for as-yet-unheard-of competitors using data and analytics to differentiate. It is clear customers are tough and competition is fierce in the Australian financial services market.

‘The customer’ is the focus for all leading organisations in the finance industry. Strategies are in place or evolving to make every interaction personal, contextual and relevant. This is critical to grow loyalty and to capture the customer value in every interaction. In a world where “my last best experience” sets the new standard for each client interaction – agility and innovation are essential characteristics for finance industry survival. Data and analytics enable organisations to explore new capabilities and must be part of the solution for their enterprise.

Leaders have invested heavily in data and analytics platforms, while value has been realised, many are at the start of the journey. Significant focus has been on integrating multiple sources of information and establishing discipline around ‘data as an asset”. This action has been led by the Chief Data Officer.

Actionable insights and decision support possibilities are not consistently leveraged effectively across organisations. This represents a missed opportunity. It’s particularly true for those staff and systems who are close to the customer. The implication for the data domain is, the delivery of insight needs to be well integrated and agile.

Today delivering actionable insights requires data scientists and analytics expertise. Increasingly Cognitive “systems” will lower the reliance on these skills by learning from and interacting directly with users and customers. These will be essential tools to keep up with competition and to scale to meet future business needs.

     

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About  AIIA    The  Australian  Information  Industry  Association  (AIIA)  is  the  nation’s  peak  industry  body  for  the  technology  sector.  AIIA  sets  the  strategic  direction  of  the  industry,  influences  public  policy  and  provides  members  with  productivity  tools,  advisory  services  and  market  intelligence  to  accelerate  their  business  growth.    AIIA  member  companies  employ  100,000  Australians,  generate  combined  annual  revenues  of  more  than  $40  billion  and  export  more  than  $2  billion  in  goods  and  services  each  year.  With  member  companies  right  across  the  country,  from  every  sector  of  the  industry  and  representing  every  size  of  company,  AIIA  is  truly  the  ICT  industry’s  association  of  choice.          

 About  AIIA’s  Financial  Services  Network      AIIA  established  the  Financial  Services  Business  Network  for  executives  interested  in  technology-­‐led  innovation  in  the  financial  services  industry.  Join  us  to:  • Understand  the  innovation  opportunities  in  financial  

services  • Facilitate  networking  between  the  innovators  in  financial  

services  and  the  suppliers  of  technology  solutions  • Discuss  and  create  technology-­‐led  business  opportunities  in  

financial  services  and  facilitate  deal  making.    In  partnership  with  specialist  companies  from  across  the  ICT  industry,  AIIA  releases  regular  Thought  Leadership  pieces  in  the  financial  services  arena.

   

ABOUT  THE  AUTHOR    

   Mark  Ebeling  is  the  Chief  Technology  Advisor,  Financial  Services  Industry,  IBM  Australia  and  New  Zealand.  Mark  is  responsible  for  delivering  technical  strategy  and  innovation  to  the  finance  industry.  In  recent  years  Mark  has  engaged  and  collaborated  with  industry  clients  to  embrace  a  business  focused  approach  to  information  technology.      Mark  is  a  technology  leader,  architect  practitioner  and  mentor.  Mark  has  established  a  track  record  delivering  new  technology  in  the  finance  industry  for  more  than  28  years.  Mark  is  insightful  and  outcome  focused.  Mark's  broad  experience  has  enabled  the  pragmatic  application  of  technology  to  address  business  challenges  in  his  client  around  the  globe.

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