SlideShare a Scribd company logo
1 of 55
Download to read offline
1
Decoding data to bolster growth and transform the enterprise
The cognitive bank
2
§ The inescapable urgency of cognitive
§ What is cognitive computing?
§ The cognitive bank arrives
§ Becoming the cognitive bank
The cognitive bank – study structure and storyline
Executive summary
4
Executive summary
It's official, the traditions of the financial services business model are in stagnation…
Customer experience and engagement are not keeping pace with greater expectations of the rapidly
evolving digital world
Sustainable profitability is a serious challenge for most of the global banking industry
Even more troubling is that operational efficiency is also in decline and attempts at tactical cost reduction
are failing to achieve sustainable efficiencies
IBM's latest IBV study – the cognitive bank – categorises winners and losers by revenue growth and
operating efficiency over the past three years. Data and managing it effectively is the primary source of
sustainable competitive advantage
Winners have several traits in common:
firstly they are reorientating their business models, by establishing, expanding, and evolving their
ecosystem of partners everywhere…transforming very deep and wide
Secondly, they are investing in fintechs, as partners in sustainable business models
Thirdly, becoming the cognitive bank, using the latest techniques in design thinking and agile
Outperforming banks are already on their journey towards becoming the cognitive bank. We are already
partnering with them to plan the journey and charter the course
Methodology
6
IBM surveyed a total of 2,009 global C-suite executives from the
banking and financial markets industries
7%
South America
15%
North America
35%
Asia Pacific
39%
EMEA
4%
Australia
Percentage of total banking executives surveyed by region
Source: Please see the notes section
7
Banking and financial markets segments were equally represented
with respondents from diversified roles
Primary business
(% of respondents)
Role
(% of respondents)
31%
16%
16%
16%
6%
5%
5%
5%
Others Head of Customer Experience
Head of Business function Head of Strategy/Innovation
Chief Technology Officer Chief Financial Officer
Chief Operating Officer Chief Executive Officer
50%
25%
25%
Financial markets
Retail/consumer banking
Commercial banking
Source: Please see the notes section
Sample size n=2009 respondents
The inescapable urgency of
cognitive
9
of banking executives believe banks can avoid
commoditization1
Traditional banking functions are being commoditized and value is
moving from functional capability to relationship management
43%
Banking is becoming commoditized
believe banking
is becoming
commoditized
Of banking executives surveyed1…
54%
believe buying behavior
of consumers is moving
from products/services
to experiences
Customer demands are changing
Of banking executives surveyed2…
Only 15%
Source: Please see the notes section
10
Banks are struggling to deliver excellent customer experience, as
customers are becoming increasingly demanding
57%
16%
61%
35%
Bankers believing that they deliver excellent
customer experience
Customers agreeing that they receive excellent
customer experience
Bankers believe they meet customer
needs while customers do not agree1…
Wealth management Retail banking
… and a new class of customers are
disenchanted with banks2
53%
73%Millennials would be more excited about
new financial offerings from participants
such as Google or Apple, than from their
own nationwide bank
Millennials believe their own bank is
offering nothing different from other
banks
Source: Please see the notes section
11
Banks are being disintermediated
and displaced
New breeds of competitors are attacking banks on all sides –
incurring lower costs and offering new value to customers
Digital-only, non-bank competitors
and fintechs are growing rapidly
10x
Increase in investments of
fintech companies over the
past 5 years1
425bps
Typical difference in
operating costs between
a bank and a P2P lender3
$4tn
Estimated size of loans
disbursed by non-banks
across six lending segments2
$11bn
Estimated annual profit at risk
from non-bank disintermediation
over the next 5+ years2
Source: Please see the notes section
12
1%
2%
3%
0%
2%
4%
6%
8%
10%
0.0
0.5
1.0
1.5
2.0
2.5
FY2011 FY2012 FY2013 FY2014 FY2015
Operating revenue YoY growth
Financial performance has plateaued with many banks struggling to
pare costs further
…and profitability remains suppressedBanks revenue growth has stagnated….
Historical operating revenue and YoY growth
for global top 100 banks (by assets)1
$tn
0%
Cost/income ratio of global top 100 banks
(by assets)1
56%
54%
57% 57%
56%
55%
50%
52%
54%
56%
58%
60%
FY2010 FY2011 FY2012 FY2013 FY2014 FY2015
Source: Please see the notes section
13
Leading banks are acutely aware of the challenges facing the
industry
…and more likely to prepare for
disruption2
Outperforming banks are much more
aware of disruption1…
43%
Outperformers
13%
Underperformers
54%
Outperformers
30%
Underperformers
Source: Please see the notes section
231%
more
80%
more
14
Banks are responding to the headwinds by cutting costs
The response of many banking leaders
is to cut costs1…
But many now struggle to achieve
additional efficiencies2
51%Improve customer engagement
and experience
50%Grow revenues
49%Improve employee productivity
44%Improve strategic decision making
44%Managing risk
58%Improve operational efficiency
64%
report that their bank’s
operational efficiency
remained the same or
declined further
over the last 3 years
Source: Please see the notes section
15
Leading banks have been focusing on tactical measures to reduce
costs and achieve higher performance
Organizational streamlining Outsourcing/Offshoring
Targeted cost savings of
USD 1 bn by 2017 as a
part of Project Streamline1
Outsourced to reduce costs,
changing its hiring strategy and
reducing compensation2
Accelerated cost reduction
targets 4.3 bn Francs by
20183
Restructuring
Formulated a five-year strategy
plan with the restructuring
activities to boost profits4
Aims to cut risk-weighted
assets by 20 bn euros & trim 1
bn euros in costs by 20195
Budget cuts
Announced closure of specific
business divisions and potential job
cuts to save costs6
Accelerated cost-cutting
Portfolio rationalization
Source: Please see the notes section
16
But incremental change is not sufficient and banks need more
radical and rapid measures to achieve the desired performance
38%
Banks are performing below targets and responding to the headwinds
§ Banks are looking beyond immediate
gains to tackle the effects of
disruption
§ The industry is rapidly embracing new
technologies to renew growth
prospects through a reshaping of the
business
§ Cognitive computing is enabling
banks to exploit the benefits of the
data available to them by:
• Providing deeper and more
personalized customer insights
• Supporting more informed
decisions across the whole bank
• Accelerating operational and
organizational efficiencies
10.6%
4.3%
13.1%
9.3%
Target revenue growth Actual revenue growth (2012-14)
Target RoE Actual RoE (2012-14)
RevenuegrowthReturnonEquity(RoE)
6.3pp
Performance
gap
3.8pp
Performance
gap
Performance of global banks compared with bankers’
own performance targets in our survey1,2
Source: Please see the notes section
17
Creating an ecosystem of services is enabling banks to become
principal gatekeeper to customers
Mobile
payments
Mobile wallets
Crowd
funding
P2P
Lendin
g
Crypto
currency
Customer
Bank
Lending
Transactions
Payments
Branches
ATMs
Trading
Investment
Savings
Marketplace
Retail
Ticketing
Banks improve performance by creating new
customer value through partner ecosystems
Barclays partnered with Techstars2 to
launch financial technology
accelerators across the globe
Through the accelerator program,
Barclays has already identified over 30
startups to partner and collaborate3
By partnering with startups-
Chainalysis4 for blockchain play, Wave4
for peer to peer international trade
finance etc - Barclays is creating a
technology-based financial ecosystem
Building a fintech ecosystem through
a global startup accelerator program1
Source: Please see the notes section
18
Cognitive computing is enabling banks to achieve their strategic
priorities in ways not previously imagined
Top 3 strategic priorities stated by the
banking executives surveyed1
Top 3 benefits anticipated from cognitive
computing as surveyed2
58%Improving operational
efficiency
Improving customer
engagement & experience
Growing revenues
51%
50%
Improve operational
efficiency
Improving customer
engagement & experience
Growing revenues
49%
46%
39%
Of banking executives
surveyed
Of banking executives
surveyed
Source: Please see the notes section
What is cognitive?
20
Learn and
improve
Cognitive computing enables systems that process and act on data
like humans
Cognitive computing is based on four principles
Build speed and scale
Uses machine learning to carry out complex
tasks repeatedly, much more efficiently
Collate human intelligence
Makes collective knowledge accessible for
reuse, trained by subject matter experts
Learn and improve
Improves with each outcome, action, iteration
– with each new piece of information
Interact in a natural way
Adapts to human approach and interfaces,
understands context and reason
Collate
human
intelligence
Build
speed and
scale
Interact in
a natural
way
Cognitive
computing
21
Cognitive computing brings three fresh capabilities to key banking
functions and processes
Risk and
compliance
Enabling assurance across all
business processes
Monitor
Wealth advisor
assist
Scaling sales and
service expertise
Decide
Self-service
engagement
Delivering one-on-one
experiences at scale
Engage
Customer service
support
Accelerating expertise
on demand
Explore
Direct-to-consumer
cognitive virtual
agents serving,
guiding and advising
via web and mobile
Employee-facing
applications that
supplement service
across the customer
life-cycle
Employee-facing
applications that
enhance wealth
management
operations
Improved
engagement
Actionable
insights
Operational
transformation
22
Analyzes
context
Learns with every
customer interaction
Value add
Reduced waiting time and real
time dialog
Improved cross-sell and up-sell
Less customer attrition,
improved customer satisfaction
Reduced operating costs, more
efficient interactions
The cognitive-enabled virtual agent has highly personalized
conversations in direct interactions with each client
The virtual agent interacts with customers, learns from every interaction and
develops its body of knowledge, adapting rapidly to the way humans think
Virtual agent or
self-service
Offers optimal
response
Seamless
experience
cross-platform
Natural language
interaction
Improved engagement
Source: Please see the notes section
23
Value add
Greater potential for sales and
closer targeting of customer
Actionable insights into client
networks & personality
Focus on instant client demand
saving manual effort & time
Continuity and deeper intimacy
of client relationship
The cognitive smart advisor enables relationship managers to
advise clients more accurately than imagined
The cognitive smart advisor identifies the personality and risk-profile of the client,
using diverse data sources to align financial objectives with each individual
Cognitive
empowered
advisor
Advisor
matching
Lifecycle-driven
conversation
Personality
insights
Risk propensity
Network value
Actionable insights
Source: Please see the notes section
24
Value add
Highly responsive & consistent
customer service
Faster & accurate query
resolution
Easily scalable on-demand
expertise
Savings in training costs
Improved resource utilization
Cognitive computing also offers instantaneous customer service
support for efficient response time and higher call conversion rates
Cognitive computing offers a comprehensive, real-time view of the client, including
personality and preferences and to specific responses
Call center agent
dashboard
Complete real-time view
of the client
Consistent,
optimal
response
Easily
scalable
expertise
Actionable insights
Source: Please see the notes section
25
Banks are also gaining greater visibility into specific business
challenges and enhancing proactivity across the organization
Cognitive computing solutions are identifying imminent regulatory requirements
and aligning these to internal policies, procedures and controls
Value add
Simplified compliance
management & tracking
Dynamic view into the changing
regulatory environment
Transparency improves across
the organization
Documentation and data
management efficiency
Identifies regulatory
updates
Assures compliance, demonstrates
with full audit trail
Documentation
Identifies regulatory
updates
Finds compliance
issues/ gaps
Operational transformation
Source: Please see the notes section
26
Cognitive computing is still nascent and currently beyond the radar
for most banks
28%are familiar with
cognitive
computing1
17%believe their
organization is ready
to embrace cognitive
computing2
Of banking executives surveyed…
Most bankers are unfamiliar with cognitive computing and not ready to adopt yet
Source: Please see the notes section
27
But outperforming banks have already taken the lead
…and more prepared to adopt cognitive
computing2
Outperforming banks are much more
aware of cognitive computing1…
52%
Outperformers
17%
Underperformers
32%
Outperformers
11%
Underperformers
191%
more
Source: Please see the notes section
206%
more
28
The market for cognitive computing is expected to increase
dramatically over the next three years in all geographies
0% 20% 40% 60% 80%
UK
North America
Greater China Group
India
Japan
Europe (Wester & Eastern)
MEA
South America
Australia
Asia
3–5% Above 5%
0% 20% 40% 60% 80%
UK
North America
Europe (Wester & Eastern)
India
Asia
Greater China Group
Japan
South America
Australia
MEA
3–5% Above 5%
Percentage of banks investing in cognitive
computing today1
Percentage of banks investing in cognitive
computing over the next three years2
Source: Please see the notes section
29
Cognitive computing will revolutionize banking once tactical
measures are overcome
Cost and a lack of cognitive IT & related
skills are key barriers
Most banks have not yet adopted
cognitive computing
11%of respondent
organizations have
adopted cognitive
technology1
Barriers to implement cognitive computing cited
by banking executives in our survey2
Cost
Lack of IT and
other skills
Lack of organization
buy-in
Lack of executive
support
Regulatory
constraints
Lack of the change
management
45%
25%
43%
16%
15%
12%
12%
Lack of customer
readiness
Source: Please see the notes section
The cognitive bank arrives!
31
Outperforming banks are already convinced about the strategic
relevance and impact of cognitive computing
Outperforming banks are convinced
about strategic relevance of cognitive
computing1…
49%
Outperformers
15%
Underperformers
227%
more
…and believe cognitive will significantly
impact business lines and functions2
Source: Please see the notes section
58%
more
43%
more
57%
Outperformers
36%
Underperformers
60%
Outperformers
42%
Underperformers
…as well as significantly impact
business processes2
32
Above all, the cognitive bank enables decision-making to be
enhanced by dynamic learning across the whole organization
Deals with what happened
− Reports
− Dashboards
− Visualization
Deals with what can
happen
− Predictive models
− Scores
− Forecasts
Deals with dynamic
learning
− Learning models
− Experience based
− Feedback mechanisms
Descriptive
Predictive
Cognitive
Deals with optimizing
outcomes
− Rules
− Optimization
models
− Recommendations
Prescriptive
Cognitive computing enables decision-making to be forward-looking and continuous
Levels of human interaction
Depthofinsights
33
Cognitive computing transforms the entire bank across three key
dimensions
Dimensions
Enterprise transformation
New analytic insights
Deeper contextual engagement
New analytic insights
Deeper contextual
engagement
Enterprise transformation
Cognitive
bank
§ Personalizes customer engagement
§ Complements human expertise
§ Provides access to ecosystem
partners
§ Enables seamless dialogue with user
§ Accelerates banking processes
§ Provides knowledge-driven opportunities
for ecosystem partners
§ Redefines the business model
§ Redefines roles and business processes
§ Transforms the organization
34
The cognitive bank personalizes every engagement through
continually deeper insight, context and learning
Reveals patterns, relationships and insights
from diverse data sets
Customer
data
Transaction
history
Sentiment
analysis
User
journey
Develops a 360o profile, personality of a client,
orchestrates insight-driven engagement
Adapts continuous learning model and
leverages same in future interactions
Understands complex questions, infers the
context & presents optimal responses
How does cognitive computing personalize customer engagement?
Deeper contextual Improved engagement
Source: Please see the notes section
35
It complements human knowledge by accelerating learning,
collating expertise and providing an insight-driven partnership
How does cognitive computing complement human expertise?
Accelerates learning process for professionals,
widens their reach in terms of information
Master
Time to expertise
Practice
Apprentice
Study
Master
Practice
Apprentice
Study
Time to expertise
Makes expertise accessible on exponentially
expanding scale
Cognitive
transformation
Partners - Serves as a companion for the
professionals to increase their performance
Serves as an unique partner by –
§ Providing far deeper research more quickly
beyond mere human capability
§ Making industry expertise available to everyone
§ Offering immediate actionable insights,
conversation starters/ follow-up suggestions
Source: Please see the notes section
Deeper contextual Improved engagement
36
Family
Customer
Family
Work
Cognitive
Bank
Trade finance
Lending
Social
Ticketing
Transactions
Payments
Investment
Trading
Mobile payments
Mobile wallets
Crowd funding
P2P Lending
Customer needs Partner ecosystem
The new cognitive bank will play an
integral role in customers’ everyday life
Customers will entrust banks to manage
relationships with other service providers
Loans
Payments
Ticketing
Insurance
Leasing
Crypto currency
Source: Please see the notes section
It also empowers banks to orchestrate powerful ecosystems of
partners to satisfy customers’ everyday needs
Deeper contextual Improved engagement
37
Understands
speech,
gestures and
customer
expressions
Collates latest
information to
offer market
defining service
channels
Learns from
each client
interaction and
studies
preferences
A bank in Japan pioneers the building of a customer service robotic
platform that understands customer words and even expressions
Customer
service
robots
Differentiates the bank
Captures customer details
Reduces demands on staff
Takes advantage of its physical branches
Redeploys human tellers to higher-value work
Infers preferences from every interaction
A cognitive robot software platform that
Source: Please see the notes section
Deeper contextual Improved engagement
38
The cognitive bank focuses on more intimate knowledge of the
customer and fine-tunes recommendations
Offers optimal recommendations, based on individual profile and preferences
New analytic insights
Client journey aided by cognitive computing Business implications
Client portraits
Cross functional team of
experts
Relevant actionable insights
Clients and their needs
For integrated solution
Based on insights
Act
Collaborate
Understand 360o view of customer
Continuity in dialogue
across the lifecycle
Mass customization
of premium services
Source: Please see the notes section
39
The cognitive bank with its deeper knowledge base, accelerates
even highly-customized business processes
Provides optimal credit solutions for each client, processing credit requests more
efficiently with minimal default risk
Products suited to meet
the client needs
Proactive data capture &
processing
Right product
for right person,
at right price and
right time
Business implications
Proactive secure
data capture
Documentation
verification
Decision ready files
Credit scoring, key
data extracts
Compressed cycle times
Minimal errors
Higher productivity
Compliance enforcement
Source: Please see the notes section
New analytic insights
40
The cognitive bank identifies new opportunities from the banking
ecosystem and beyond
Filters and digests dynamic internal and external data including market news,
analysis and trends - to identify new value creation opportunities
Captures the market DNA Unifies a view of corporate
intelligence
Business implications
Data from diverse sources
Real time comparison
Emerging trends/threats
Financial
performance
Industry
trends
Benchmarking
Market
risks
M&A or
alliances
Strategic
intent
Peer connections
Customized, role based
view
Monitor performance
metrics
Uncovered connections
and implications
Optimal response strategy
Source: Please see the notes section
New analytic insights
41
A bank in Spain exploits cognitive to trawl more data more quickly
than ever imagined
Smart
advisor
Increased accuracy
99% less response time
Widens the scope
Take advantage of its physical branches
Agents can answer to wider range of questions
Answers in minutes instead of days
New analytic insights
Scans masses
of structured &
unstructured
regulatory data
A cognitive system offering insight to agents
Learns and
improves with
each customer
interaction
Ranks most
optimal
responses as
a guidance
Source: Please see the notes section
42
The cognitive bank business model consists of a holistic and
dynamic mix of intangible as well as tangible assets management
Cognitive
computing
Digital
network
Enabling
infrastructure
Business
ecosystems
The
cognitive
bank
Partnering &
Collaboration Agility Innovation
Analytics Digitization
Intangible
assets
Operational
efficiency
Revenue
Growth
Employee
productivity
Cost
reduction
Asset
efficiency
Tangible
assets
Enterprise transformation
Source: Please see the notes section
43
The cognitive bank redefines roles and re-engineers business
processes constantly across the whole organization
Analytics
Agility
Digitization
Innovation
Partnering &
Collaboration
Automates routine, manual processes
loan processing, helpdesk tasks & so on
Complements capabilities of banking
professionals through deeper insights
Creates new ways of thinking and
managing
Accelerates the expertise of banking
professionals based on market needs
Collaborates to develop and deliver
specialized banking services
Redefines roles Re-engineers business processes
Integrates banking processes across
the enterprise and with the ecosystem5
Provides insight-led banking activities4
Introduces new banking products and
services to market more quickly3
Configures banking processes rapidly
to adapt to market dynamics2
Partners with the eco-system to
orchestrate banking services1
Enterprise transformation
Source: Please see the notes section
Enterprise-wide Risk Management
44
The cognitive bank will look radically different and will change the
traditional role of people, process and technologies in banking
45
A global financial services organization uses cognitive computing to
manage business proactively
Cognitive
enabled
compliance
service
72% accuracy
Improved Productivity
Lower churn
Demonstrated during proof of concept1
Due to associated loss of institutional knowledge
Elimination of manual regulatory evaluations
Enterprise transformation
Identifies and
predicts
regulatory
obligations
First-of-a-kind cognitive compliance service
Maps changes
across business
units, IT
systems and
processes
Understands
the cascading
impact of
regulatory
changes
Source: Please see the notes section
46
The cognitive bank is dramatically transforming and redefining
traditional banking
Cognitive computing
technologies will radically
transform banking
Outperforming banks are
already taking the lead
The cognitive bank is
redefining banking
Competitive advantage
Customer
experience
§ Reach
§ Connectivity
Cognitive
Digital
Physical
§ Knowledge
§ Relationship platform
§ Efficiency
§ Accuracy
Streamline &
Improve processesOptimise IT
Foundational
digital
capabilities
Complete digital
transformation
Extend business
ecosystem
Apply advanced
analytics
Optimise
customer
engagement
− Banking is getting commoditized and
being displaced
− Banks are in need of an urgent
resurrection of the way they operate
− Cognitive computing paves the way
to fundamentally transform banking
Operational transformation
Actionable insights
Improved engagement
− Cognitive computing impacts bank
in three ways
− Revolutionizes customer
engagement
− Provides insights unavailable
previously
− Enables operational
transformation at lower cost
− Cognitive computing is still new;
presenting benefits to early adopters
− Outperforming banks are more aware
of cognitive computing – 205% more
− They are also more prepared to
adopt cognitive computing – 190%
more
Becoming the cognitive bank
48
Next steps
Plan your cognitive
journey
Prepare your
organization
Assess the business case for cognitive
bank and chart a course for your own
cognitive journey
Implement and
evolve continuously
Evaluate your current capabilities and
build the foundation to make your
organization ready
Use a strategic rollout for cognitive
transformation, and evolve it with
continuous learning
Source: Please see the notes section
49
Assess the business case for your cognitive bank and chart its
cognitive journey
Assess the enterprise-wide business case for
your cognitive bank
§ Identify the opportunity for cognitive
§ Define the scope and obtain senior
management commitment
Chart your cognitive journey (design thinking)
§ Explore relevant cognitive computing solutions
§ Align to them to prioritized journeys
§ Define clear roadmap addressing plans for
governance, deployment and benefits tracking
Prototype / pilot journeys, refine continuously
§ Test and validate prioritized journeys with
business users, encourage all-level involvement
§ Refine these with user inputs, gain buy-in
Ongoing executive alignment and commitment
§ Communicate business value to executive
sponsors and stakeholders at all levels
Plan your cognitive
journey
Prepare your
organization
Implement and
evolve continuously
Source: Please see the notes section
50
Evaluate your current capabilities and build your foundations on
cognitizing your people, business processes, data and infrastructure
Invest in specialist human talent
§ Understand talent gap for cognitive deployment
§ Invest in training and sourcing expertise
Consider process & policy requirements
§ Assess the likely impact of cognitive solutions
on business processes and organization
§ Make necessary revisions in business
processes & policies
Build and ensure quality corpus of data
§ Conduct a structured data strategy assessment
§ Invest in digitizing systems of records
§ Collect, ingest, curate enterprise wide data,
build quality corpus
Establish cognitive ready infrastructure
§ Develop infrastructure to support cognitive data
sets, volume and workloads in a secure manner
Plan your cognitive
journey
Prepare your
organization
Implement and
evolve continuously
Source: Please see the notes section
51
Rollout to drive enterprise-wide cognitive transformation and evolve
with continuous learning
Apply cognitive technology
§ Execute a staged roll-out (using ‘agile sprints’)
§ Instrument for metrics and KPIs
Communicate cognitive vision at all levels
§ Prepare people for new ways of collaborating
with technology
§ Manage the change
Achieve and measure outcomes
§ Assess progress towards your outcomes
§ Measure value realized at different phases
§ Set up periodic review process
Enhance and expand collective knowledge
§ Periodically update functionality and training
with new content based on learnings—look for
reusable knowledge
Plan your cognitive
journey
Prepare your
organization
Implement and
evolve continuously
Source: Please see the notes section
52
Key questions to kick-off your cognitive journey
• How will you identify the opportunity for cognitive in your organization?
• How will you plan your cognitive journey?
• How will you prepare your organization to become the cognitive bank?
• How will you measure the success of your cognitive bank?
Source: Please see the notes section
Authors
54
About the authors
Jim Brill
Director, Global Industry Marketing
and Communications
jim.brill@us.ibm.com
Allan Harper
Cognitive Banking Leader
IBM Global Business Services
Allan.harper@au1.ibm.com
Likhit Wagle
Partner and Global Industry
Leader
Banking & Financial Markets
IBM Global Business Services
likhit.wagle@uk.ibm.com
Nicholas Drury
Global Banking & Financial
Markets Leader
IBM Institute for Business Value
nickd@sg.ibm.com
©2015 IBM Corporation

More Related Content

What's hot

Pwc new-digital-tipping-point
Pwc new-digital-tipping-pointPwc new-digital-tipping-point
Pwc new-digital-tipping-pointSergio Ragone
 
The platformification of banking
The platformification of bankingThe platformification of banking
The platformification of bankingPeter vinosh
 
How Analytics Can Transform the US Retail Banking Sector
How Analytics Can Transform the US Retail Banking SectorHow Analytics Can Transform the US Retail Banking Sector
How Analytics Can Transform the US Retail Banking SectorCognizant
 
Natural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainNatural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainCapgemini
 
Internet-Based Products in Islamic Commercial Banks in Indonesia
Internet-Based Products in Islamic Commercial Banks in IndonesiaInternet-Based Products in Islamic Commercial Banks in Indonesia
Internet-Based Products in Islamic Commercial Banks in IndonesiaYuli Andriansyah
 
Success Factors for Digital Transformation in Banking
Success Factors for Digital Transformation in BankingSuccess Factors for Digital Transformation in Banking
Success Factors for Digital Transformation in BankingTata Consultancy Services
 
Herding Cats in the Digital World
Herding Cats in the Digital WorldHerding Cats in the Digital World
Herding Cats in the Digital WorldCapgemini
 
Everyday Bank: A Journey to Digital Transformation
Everyday Bank: A Journey to Digital TransformationEveryday Bank: A Journey to Digital Transformation
Everyday Bank: A Journey to Digital TransformationBackbase
 
U.S. Consumer Banks and the Potential of Location-Based Offers
U.S. Consumer Banks and the Potential of Location-Based OffersU.S. Consumer Banks and the Potential of Location-Based Offers
U.S. Consumer Banks and the Potential of Location-Based OffersCognizant
 
Neo and challenger bank ppt
Neo and challenger bank pptNeo and challenger bank ppt
Neo and challenger bank pptKetaki V
 
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2Adobe Live Cycle Es - Supercharging Banking Industry V.1.2
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2numerous
 
Top-10 Technology Trends in Retail Banking: 2018
Top-10 Technology Trends in Retail Banking: 2018Top-10 Technology Trends in Retail Banking: 2018
Top-10 Technology Trends in Retail Banking: 2018Capgemini
 
Impact of Digital Banks on Incumbents in Singapore
Impact of Digital Banks on Incumbents in SingaporeImpact of Digital Banks on Incumbents in Singapore
Impact of Digital Banks on Incumbents in SingaporeVarun Mittal
 
Creating an Omnichannel Customer Experience
Creating an Omnichannel Customer ExperienceCreating an Omnichannel Customer Experience
Creating an Omnichannel Customer ExperienceCSI Solutions
 
CWIN17 london digital ops model and transformation - max bocchini and ishit...
CWIN17 london   digital ops model and transformation - max bocchini and ishit...CWIN17 london   digital ops model and transformation - max bocchini and ishit...
CWIN17 london digital ops model and transformation - max bocchini and ishit...Capgemini
 
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT Supplier
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT SupplierCxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT Supplier
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT SupplierKelli Wilkinson
 
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...FinTechAkademia
 
Ibm cognitive commerce for banking final
Ibm cognitive commerce for banking finalIbm cognitive commerce for banking final
Ibm cognitive commerce for banking finalChris Yaldezian
 

What's hot (20)

Pwc new-digital-tipping-point
Pwc new-digital-tipping-pointPwc new-digital-tipping-point
Pwc new-digital-tipping-point
 
The platformification of banking
The platformification of bankingThe platformification of banking
The platformification of banking
 
How Analytics Can Transform the US Retail Banking Sector
How Analytics Can Transform the US Retail Banking SectorHow Analytics Can Transform the US Retail Banking Sector
How Analytics Can Transform the US Retail Banking Sector
 
Natural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainNatural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in Blockchain
 
Internet-Based Products in Islamic Commercial Banks in Indonesia
Internet-Based Products in Islamic Commercial Banks in IndonesiaInternet-Based Products in Islamic Commercial Banks in Indonesia
Internet-Based Products in Islamic Commercial Banks in Indonesia
 
Success Factors for Digital Transformation in Banking
Success Factors for Digital Transformation in BankingSuccess Factors for Digital Transformation in Banking
Success Factors for Digital Transformation in Banking
 
Herding Cats in the Digital World
Herding Cats in the Digital WorldHerding Cats in the Digital World
Herding Cats in the Digital World
 
Everyday Bank: A Journey to Digital Transformation
Everyday Bank: A Journey to Digital TransformationEveryday Bank: A Journey to Digital Transformation
Everyday Bank: A Journey to Digital Transformation
 
U.S. Consumer Banks and the Potential of Location-Based Offers
U.S. Consumer Banks and the Potential of Location-Based OffersU.S. Consumer Banks and the Potential of Location-Based Offers
U.S. Consumer Banks and the Potential of Location-Based Offers
 
Neo and challenger bank ppt
Neo and challenger bank pptNeo and challenger bank ppt
Neo and challenger bank ppt
 
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2Adobe Live Cycle Es - Supercharging Banking Industry V.1.2
Adobe Live Cycle Es - Supercharging Banking Industry V.1.2
 
Top-10 Technology Trends in Retail Banking: 2018
Top-10 Technology Trends in Retail Banking: 2018Top-10 Technology Trends in Retail Banking: 2018
Top-10 Technology Trends in Retail Banking: 2018
 
Impact of Digital Banks on Incumbents in Singapore
Impact of Digital Banks on Incumbents in SingaporeImpact of Digital Banks on Incumbents in Singapore
Impact of Digital Banks on Incumbents in Singapore
 
Creating an Omnichannel Customer Experience
Creating an Omnichannel Customer ExperienceCreating an Omnichannel Customer Experience
Creating an Omnichannel Customer Experience
 
CWIN17 london digital ops model and transformation - max bocchini and ishit...
CWIN17 london   digital ops model and transformation - max bocchini and ishit...CWIN17 london   digital ops model and transformation - max bocchini and ishit...
CWIN17 london digital ops model and transformation - max bocchini and ishit...
 
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT Supplier
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT SupplierCxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT Supplier
CxO Roadmap: Designing a Fintech Strategy Around Your Legacy Core IT Supplier
 
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...
Szilágyi Péter - Disintermediaton a pénzügyi szektorban. Régi versus új mediá...
 
Pwc fintech-global-report
Pwc fintech-global-reportPwc fintech-global-report
Pwc fintech-global-report
 
Challenger Banks
Challenger BanksChallenger Banks
Challenger Banks
 
Ibm cognitive commerce for banking final
Ibm cognitive commerce for banking finalIbm cognitive commerce for banking final
Ibm cognitive commerce for banking final
 

Viewers also liked

Cognitive banking with expert insights
Cognitive banking with expert insightsCognitive banking with expert insights
Cognitive banking with expert insightsIBM Analytics
 
Insure Tech Case Study
Insure Tech Case StudyInsure Tech Case Study
Insure Tech Case StudyTrung Pham Bao
 
Keynote: why are Innovations critical for Banks & Insurances?
Keynote: why are Innovations critical for  Banks & Insurances?Keynote: why are Innovations critical for  Banks & Insurances?
Keynote: why are Innovations critical for Banks & Insurances?Stefan F. Dieffenbacher
 
Big Data in Financial Services
Big Data in Financial ServicesBig Data in Financial Services
Big Data in Financial ServicesEikos Partners
 
IBM Banking videocast - 3/20/2013
IBM Banking videocast - 3/20/2013 IBM Banking videocast - 3/20/2013
IBM Banking videocast - 3/20/2013 Casey Lucas
 
FircoSoft Company Overview
FircoSoft Company OverviewFircoSoft Company Overview
FircoSoft Company OverviewFircoSoft
 
Banking application architecture mishra
Banking application architecture mishraBanking application architecture mishra
Banking application architecture mishraAjay Mishra
 
IBM Industry Models and Data Lake
IBM Industry Models and Data Lake IBM Industry Models and Data Lake
IBM Industry Models and Data Lake Pat O'Sullivan
 
CREATING AN AGILE BANCASSURANCE PLATFORM
CREATING AN AGILE BANCASSURANCE PLATFORMCREATING AN AGILE BANCASSURANCE PLATFORM
CREATING AN AGILE BANCASSURANCE PLATFORMAjay Kukreja
 
The Journey to conversational interfaces
The Journey to conversational interfacesThe Journey to conversational interfaces
The Journey to conversational interfacesRomin Irani
 
Tableau Fanalytics 2015 Russell Spangler
Tableau Fanalytics 2015 Russell SpanglerTableau Fanalytics 2015 Russell Spangler
Tableau Fanalytics 2015 Russell SpanglerRussell Spangler
 
Cognitive computing for academics 20170301 v5
Cognitive computing for academics 20170301 v5Cognitive computing for academics 20170301 v5
Cognitive computing for academics 20170301 v5ISSIP
 
Profiting from customer profitability + big data fitzgerald analytics
Profiting from customer profitability + big data fitzgerald analyticsProfiting from customer profitability + big data fitzgerald analytics
Profiting from customer profitability + big data fitzgerald analyticsFitzgerald Analytics, Inc.
 
Insurtech is the place to be - 3 Reasons
Insurtech is the place to be - 3 ReasonsInsurtech is the place to be - 3 Reasons
Insurtech is the place to be - 3 ReasonsDr. Tina Ruseva
 
Combating Constantly Evolving Advanced Threats – Solution Architecture
Combating Constantly Evolving Advanced Threats – Solution ArchitectureCombating Constantly Evolving Advanced Threats – Solution Architecture
Combating Constantly Evolving Advanced Threats – Solution ArchitectureIBM Sverige
 
Google = Bank Of The Future; Future Of The Bank = ?
Google = Bank Of The Future; Future Of The Bank = ?Google = Bank Of The Future; Future Of The Bank = ?
Google = Bank Of The Future; Future Of The Bank = ?Alexis Eisenhofer
 

Viewers also liked (20)

Cognitive banking with expert insights
Cognitive banking with expert insightsCognitive banking with expert insights
Cognitive banking with expert insights
 
Insure Tech Case Study
Insure Tech Case StudyInsure Tech Case Study
Insure Tech Case Study
 
Exponential - CI Guide
Exponential - CI GuideExponential - CI Guide
Exponential - CI Guide
 
Keynote: why are Innovations critical for Banks & Insurances?
Keynote: why are Innovations critical for  Banks & Insurances?Keynote: why are Innovations critical for  Banks & Insurances?
Keynote: why are Innovations critical for Banks & Insurances?
 
Big Data in Financial Services
Big Data in Financial ServicesBig Data in Financial Services
Big Data in Financial Services
 
IBM Banking videocast - 3/20/2013
IBM Banking videocast - 3/20/2013 IBM Banking videocast - 3/20/2013
IBM Banking videocast - 3/20/2013
 
FircoSoft Company Overview
FircoSoft Company OverviewFircoSoft Company Overview
FircoSoft Company Overview
 
fintechshapingthefuture
fintechshapingthefuturefintechshapingthefuture
fintechshapingthefuture
 
Banking application architecture mishra
Banking application architecture mishraBanking application architecture mishra
Banking application architecture mishra
 
IBM Industry Models and Data Lake
IBM Industry Models and Data Lake IBM Industry Models and Data Lake
IBM Industry Models and Data Lake
 
CREATING AN AGILE BANCASSURANCE PLATFORM
CREATING AN AGILE BANCASSURANCE PLATFORMCREATING AN AGILE BANCASSURANCE PLATFORM
CREATING AN AGILE BANCASSURANCE PLATFORM
 
The Journey to conversational interfaces
The Journey to conversational interfacesThe Journey to conversational interfaces
The Journey to conversational interfaces
 
InsureTech ATX
InsureTech  ATXInsureTech  ATX
InsureTech ATX
 
Tableau Fanalytics 2015 Russell Spangler
Tableau Fanalytics 2015 Russell SpanglerTableau Fanalytics 2015 Russell Spangler
Tableau Fanalytics 2015 Russell Spangler
 
Cognitive computing for academics 20170301 v5
Cognitive computing for academics 20170301 v5Cognitive computing for academics 20170301 v5
Cognitive computing for academics 20170301 v5
 
Profiting from customer profitability + big data fitzgerald analytics
Profiting from customer profitability + big data fitzgerald analyticsProfiting from customer profitability + big data fitzgerald analytics
Profiting from customer profitability + big data fitzgerald analytics
 
Insurtech is the place to be - 3 Reasons
Insurtech is the place to be - 3 ReasonsInsurtech is the place to be - 3 Reasons
Insurtech is the place to be - 3 Reasons
 
Combating Constantly Evolving Advanced Threats – Solution Architecture
Combating Constantly Evolving Advanced Threats – Solution ArchitectureCombating Constantly Evolving Advanced Threats – Solution Architecture
Combating Constantly Evolving Advanced Threats – Solution Architecture
 
Smart data for a predictive bank
Smart data for a predictive bankSmart data for a predictive bank
Smart data for a predictive bank
 
Google = Bank Of The Future; Future Of The Bank = ?
Google = Bank Of The Future; Future Of The Bank = ?Google = Bank Of The Future; Future Of The Bank = ?
Google = Bank Of The Future; Future Of The Bank = ?
 

Similar to Decoding data to bolster growth and transform the enterprise with cognitive computing

World Retail Banking Report 2016
World Retail Banking Report 2016World Retail Banking Report 2016
World Retail Banking Report 2016Emily Brady
 
SME Finance--the way forward
SME Finance--the way forwardSME Finance--the way forward
SME Finance--the way forwardSME Finance Forum
 
Fintech Bubble or Fintech Trouble Redux
Fintech Bubble or Fintech Trouble  ReduxFintech Bubble or Fintech Trouble  Redux
Fintech Bubble or Fintech Trouble ReduxJulian Levy
 
DirectMoney Slides - May 2015
DirectMoney Slides - May 2015DirectMoney Slides - May 2015
DirectMoney Slides - May 2015Stephen Porges
 
Strategic Management Project.pptx
Strategic Management Project.pptxStrategic Management Project.pptx
Strategic Management Project.pptxAhmedBakir10
 
Understanding investors: Directions for corporate reporting (ACCA research)
Understanding investors: Directions for corporate reporting (ACCA research)Understanding investors: Directions for corporate reporting (ACCA research)
Understanding investors: Directions for corporate reporting (ACCA research)Nino Bazhunaishvili
 
Whitepaper - Transformational journey of Regional Development Banks in South-...
Whitepaper - Transformational journey of Regional Development Banks in South-...Whitepaper - Transformational journey of Regional Development Banks in South-...
Whitepaper - Transformational journey of Regional Development Banks in South-...Arup Das
 
Online Banking PowerPoint Presentation Slides
Online Banking PowerPoint Presentation SlidesOnline Banking PowerPoint Presentation Slides
Online Banking PowerPoint Presentation SlidesSlideTeam
 
Spotcap - NOAH19 London
Spotcap - NOAH19 LondonSpotcap - NOAH19 London
Spotcap - NOAH19 LondonNOAH Advisors
 
Online Banking Powerpoint Presentation Slides
Online Banking Powerpoint Presentation SlidesOnline Banking Powerpoint Presentation Slides
Online Banking Powerpoint Presentation SlidesSlideTeam
 
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...Sanjoy Sen
 
Banking challenges IE MBA Ardyan Gumanti
Banking challenges   IE MBA Ardyan GumantiBanking challenges   IE MBA Ardyan Gumanti
Banking challenges IE MBA Ardyan GumantiArdyan Humala Gumanti
 
Digital Corporate Banking for the Connected Corporate Customer
Digital Corporate Banking for the Connected Corporate Customer Digital Corporate Banking for the Connected Corporate Customer
Digital Corporate Banking for the Connected Corporate Customer Misys
 
1503-1413137_TransformingIB_v13_FINAL-loRes
1503-1413137_TransformingIB_v13_FINAL-loRes1503-1413137_TransformingIB_v13_FINAL-loRes
1503-1413137_TransformingIB_v13_FINAL-loResKarl Meekings
 
Beyond Banking: New Business Models for the Digital Era
Beyond Banking: New Business Models for the Digital EraBeyond Banking: New Business Models for the Digital Era
Beyond Banking: New Business Models for the Digital EraJessica Wilkinson
 
ey-generative-ai-in-retail-and-commercial-banking (1).pdf
ey-generative-ai-in-retail-and-commercial-banking (1).pdfey-generative-ai-in-retail-and-commercial-banking (1).pdf
ey-generative-ai-in-retail-and-commercial-banking (1).pdfVishveshUpadhyaya
 
Why Banks Are Failing the Innovation Test - The Disruption House Research Report
Why Banks Are Failing the Innovation Test - The Disruption House Research ReportWhy Banks Are Failing the Innovation Test - The Disruption House Research Report
Why Banks Are Failing the Innovation Test - The Disruption House Research Reportrupertbull
 
SME Finance--a Global Perspective
SME Finance--a Global PerspectiveSME Finance--a Global Perspective
SME Finance--a Global PerspectiveSME Finance Forum
 

Similar to Decoding data to bolster growth and transform the enterprise with cognitive computing (20)

World Retail Banking Report 2016
World Retail Banking Report 2016World Retail Banking Report 2016
World Retail Banking Report 2016
 
SME Finance--the way forward
SME Finance--the way forwardSME Finance--the way forward
SME Finance--the way forward
 
Fintech Bubble or Fintech Trouble Redux
Fintech Bubble or Fintech Trouble  ReduxFintech Bubble or Fintech Trouble  Redux
Fintech Bubble or Fintech Trouble Redux
 
DirectMoney Slides - May 2015
DirectMoney Slides - May 2015DirectMoney Slides - May 2015
DirectMoney Slides - May 2015
 
Strategic Management Project.pptx
Strategic Management Project.pptxStrategic Management Project.pptx
Strategic Management Project.pptx
 
Understanding investors: Directions for corporate reporting (ACCA research)
Understanding investors: Directions for corporate reporting (ACCA research)Understanding investors: Directions for corporate reporting (ACCA research)
Understanding investors: Directions for corporate reporting (ACCA research)
 
Whitepaper - Transformational journey of Regional Development Banks in South-...
Whitepaper - Transformational journey of Regional Development Banks in South-...Whitepaper - Transformational journey of Regional Development Banks in South-...
Whitepaper - Transformational journey of Regional Development Banks in South-...
 
Online Banking PowerPoint Presentation Slides
Online Banking PowerPoint Presentation SlidesOnline Banking PowerPoint Presentation Slides
Online Banking PowerPoint Presentation Slides
 
Spotcap - NOAH19 London
Spotcap - NOAH19 LondonSpotcap - NOAH19 London
Spotcap - NOAH19 London
 
Online Banking Powerpoint Presentation Slides
Online Banking Powerpoint Presentation SlidesOnline Banking Powerpoint Presentation Slides
Online Banking Powerpoint Presentation Slides
 
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...
Sanjoy Sen - Fleming Gulf 6th Annual Retail Banking Conference - Key Note Pre...
 
Banking challenges IE MBA Ardyan Gumanti
Banking challenges   IE MBA Ardyan GumantiBanking challenges   IE MBA Ardyan Gumanti
Banking challenges IE MBA Ardyan Gumanti
 
Digital Corporate Banking for the Connected Corporate Customer
Digital Corporate Banking for the Connected Corporate Customer Digital Corporate Banking for the Connected Corporate Customer
Digital Corporate Banking for the Connected Corporate Customer
 
1503-1413137_TransformingIB_v13_FINAL-loRes
1503-1413137_TransformingIB_v13_FINAL-loRes1503-1413137_TransformingIB_v13_FINAL-loRes
1503-1413137_TransformingIB_v13_FINAL-loRes
 
Mobile money brochure
Mobile money brochureMobile money brochure
Mobile money brochure
 
Beyond Banking: New Business Models for the Digital Era
Beyond Banking: New Business Models for the Digital EraBeyond Banking: New Business Models for the Digital Era
Beyond Banking: New Business Models for the Digital Era
 
Fintech Business & Payments Strategy
Fintech Business & Payments StrategyFintech Business & Payments Strategy
Fintech Business & Payments Strategy
 
ey-generative-ai-in-retail-and-commercial-banking (1).pdf
ey-generative-ai-in-retail-and-commercial-banking (1).pdfey-generative-ai-in-retail-and-commercial-banking (1).pdf
ey-generative-ai-in-retail-and-commercial-banking (1).pdf
 
Why Banks Are Failing the Innovation Test - The Disruption House Research Report
Why Banks Are Failing the Innovation Test - The Disruption House Research ReportWhy Banks Are Failing the Innovation Test - The Disruption House Research Report
Why Banks Are Failing the Innovation Test - The Disruption House Research Report
 
SME Finance--a Global Perspective
SME Finance--a Global PerspectiveSME Finance--a Global Perspective
SME Finance--a Global Perspective
 

Recently uploaded

Innovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfInnovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfrichard876048
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03DallasHaselhorst
 
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdfNewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdfKhaled Al Awadi
 
8447779800, Low rate Call girls in Dwarka mor Delhi NCR
8447779800, Low rate Call girls in Dwarka mor Delhi NCR8447779800, Low rate Call girls in Dwarka mor Delhi NCR
8447779800, Low rate Call girls in Dwarka mor Delhi NCRashishs7044
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...ssuserf63bd7
 
Fordham -How effective decision-making is within the IT department - Analysis...
Fordham -How effective decision-making is within the IT department - Analysis...Fordham -How effective decision-making is within the IT department - Analysis...
Fordham -How effective decision-making is within the IT department - Analysis...Peter Ward
 
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCRashishs7044
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCRashishs7044
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessSeta Wicaksana
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Servicecallgirls2057
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyotictsugar
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...ssuserf63bd7
 
Guide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFGuide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFChandresh Chudasama
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSendBig4
 
Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Seta Wicaksana
 
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...Operational Excellence Consulting
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Pereraictsugar
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaoncallgirls2057
 

Recently uploaded (20)

Innovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfInnovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdf
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03
 
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdfNewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
 
8447779800, Low rate Call girls in Dwarka mor Delhi NCR
8447779800, Low rate Call girls in Dwarka mor Delhi NCR8447779800, Low rate Call girls in Dwarka mor Delhi NCR
8447779800, Low rate Call girls in Dwarka mor Delhi NCR
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...
 
Fordham -How effective decision-making is within the IT department - Analysis...
Fordham -How effective decision-making is within the IT department - Analysis...Fordham -How effective decision-making is within the IT department - Analysis...
Fordham -How effective decision-making is within the IT department - Analysis...
 
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
 
Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful Business
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyot
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
 
Guide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFGuide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDF
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.com
 
Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...
 
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Perera
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
 
Corporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information TechnologyCorporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information Technology
 

Decoding data to bolster growth and transform the enterprise with cognitive computing

  • 1. 1 Decoding data to bolster growth and transform the enterprise The cognitive bank
  • 2. 2 § The inescapable urgency of cognitive § What is cognitive computing? § The cognitive bank arrives § Becoming the cognitive bank The cognitive bank – study structure and storyline
  • 4. 4 Executive summary It's official, the traditions of the financial services business model are in stagnation… Customer experience and engagement are not keeping pace with greater expectations of the rapidly evolving digital world Sustainable profitability is a serious challenge for most of the global banking industry Even more troubling is that operational efficiency is also in decline and attempts at tactical cost reduction are failing to achieve sustainable efficiencies IBM's latest IBV study – the cognitive bank – categorises winners and losers by revenue growth and operating efficiency over the past three years. Data and managing it effectively is the primary source of sustainable competitive advantage Winners have several traits in common: firstly they are reorientating their business models, by establishing, expanding, and evolving their ecosystem of partners everywhere…transforming very deep and wide Secondly, they are investing in fintechs, as partners in sustainable business models Thirdly, becoming the cognitive bank, using the latest techniques in design thinking and agile Outperforming banks are already on their journey towards becoming the cognitive bank. We are already partnering with them to plan the journey and charter the course
  • 6. 6 IBM surveyed a total of 2,009 global C-suite executives from the banking and financial markets industries 7% South America 15% North America 35% Asia Pacific 39% EMEA 4% Australia Percentage of total banking executives surveyed by region Source: Please see the notes section
  • 7. 7 Banking and financial markets segments were equally represented with respondents from diversified roles Primary business (% of respondents) Role (% of respondents) 31% 16% 16% 16% 6% 5% 5% 5% Others Head of Customer Experience Head of Business function Head of Strategy/Innovation Chief Technology Officer Chief Financial Officer Chief Operating Officer Chief Executive Officer 50% 25% 25% Financial markets Retail/consumer banking Commercial banking Source: Please see the notes section Sample size n=2009 respondents
  • 8. The inescapable urgency of cognitive
  • 9. 9 of banking executives believe banks can avoid commoditization1 Traditional banking functions are being commoditized and value is moving from functional capability to relationship management 43% Banking is becoming commoditized believe banking is becoming commoditized Of banking executives surveyed1… 54% believe buying behavior of consumers is moving from products/services to experiences Customer demands are changing Of banking executives surveyed2… Only 15% Source: Please see the notes section
  • 10. 10 Banks are struggling to deliver excellent customer experience, as customers are becoming increasingly demanding 57% 16% 61% 35% Bankers believing that they deliver excellent customer experience Customers agreeing that they receive excellent customer experience Bankers believe they meet customer needs while customers do not agree1… Wealth management Retail banking … and a new class of customers are disenchanted with banks2 53% 73%Millennials would be more excited about new financial offerings from participants such as Google or Apple, than from their own nationwide bank Millennials believe their own bank is offering nothing different from other banks Source: Please see the notes section
  • 11. 11 Banks are being disintermediated and displaced New breeds of competitors are attacking banks on all sides – incurring lower costs and offering new value to customers Digital-only, non-bank competitors and fintechs are growing rapidly 10x Increase in investments of fintech companies over the past 5 years1 425bps Typical difference in operating costs between a bank and a P2P lender3 $4tn Estimated size of loans disbursed by non-banks across six lending segments2 $11bn Estimated annual profit at risk from non-bank disintermediation over the next 5+ years2 Source: Please see the notes section
  • 12. 12 1% 2% 3% 0% 2% 4% 6% 8% 10% 0.0 0.5 1.0 1.5 2.0 2.5 FY2011 FY2012 FY2013 FY2014 FY2015 Operating revenue YoY growth Financial performance has plateaued with many banks struggling to pare costs further …and profitability remains suppressedBanks revenue growth has stagnated…. Historical operating revenue and YoY growth for global top 100 banks (by assets)1 $tn 0% Cost/income ratio of global top 100 banks (by assets)1 56% 54% 57% 57% 56% 55% 50% 52% 54% 56% 58% 60% FY2010 FY2011 FY2012 FY2013 FY2014 FY2015 Source: Please see the notes section
  • 13. 13 Leading banks are acutely aware of the challenges facing the industry …and more likely to prepare for disruption2 Outperforming banks are much more aware of disruption1… 43% Outperformers 13% Underperformers 54% Outperformers 30% Underperformers Source: Please see the notes section 231% more 80% more
  • 14. 14 Banks are responding to the headwinds by cutting costs The response of many banking leaders is to cut costs1… But many now struggle to achieve additional efficiencies2 51%Improve customer engagement and experience 50%Grow revenues 49%Improve employee productivity 44%Improve strategic decision making 44%Managing risk 58%Improve operational efficiency 64% report that their bank’s operational efficiency remained the same or declined further over the last 3 years Source: Please see the notes section
  • 15. 15 Leading banks have been focusing on tactical measures to reduce costs and achieve higher performance Organizational streamlining Outsourcing/Offshoring Targeted cost savings of USD 1 bn by 2017 as a part of Project Streamline1 Outsourced to reduce costs, changing its hiring strategy and reducing compensation2 Accelerated cost reduction targets 4.3 bn Francs by 20183 Restructuring Formulated a five-year strategy plan with the restructuring activities to boost profits4 Aims to cut risk-weighted assets by 20 bn euros & trim 1 bn euros in costs by 20195 Budget cuts Announced closure of specific business divisions and potential job cuts to save costs6 Accelerated cost-cutting Portfolio rationalization Source: Please see the notes section
  • 16. 16 But incremental change is not sufficient and banks need more radical and rapid measures to achieve the desired performance 38% Banks are performing below targets and responding to the headwinds § Banks are looking beyond immediate gains to tackle the effects of disruption § The industry is rapidly embracing new technologies to renew growth prospects through a reshaping of the business § Cognitive computing is enabling banks to exploit the benefits of the data available to them by: • Providing deeper and more personalized customer insights • Supporting more informed decisions across the whole bank • Accelerating operational and organizational efficiencies 10.6% 4.3% 13.1% 9.3% Target revenue growth Actual revenue growth (2012-14) Target RoE Actual RoE (2012-14) RevenuegrowthReturnonEquity(RoE) 6.3pp Performance gap 3.8pp Performance gap Performance of global banks compared with bankers’ own performance targets in our survey1,2 Source: Please see the notes section
  • 17. 17 Creating an ecosystem of services is enabling banks to become principal gatekeeper to customers Mobile payments Mobile wallets Crowd funding P2P Lendin g Crypto currency Customer Bank Lending Transactions Payments Branches ATMs Trading Investment Savings Marketplace Retail Ticketing Banks improve performance by creating new customer value through partner ecosystems Barclays partnered with Techstars2 to launch financial technology accelerators across the globe Through the accelerator program, Barclays has already identified over 30 startups to partner and collaborate3 By partnering with startups- Chainalysis4 for blockchain play, Wave4 for peer to peer international trade finance etc - Barclays is creating a technology-based financial ecosystem Building a fintech ecosystem through a global startup accelerator program1 Source: Please see the notes section
  • 18. 18 Cognitive computing is enabling banks to achieve their strategic priorities in ways not previously imagined Top 3 strategic priorities stated by the banking executives surveyed1 Top 3 benefits anticipated from cognitive computing as surveyed2 58%Improving operational efficiency Improving customer engagement & experience Growing revenues 51% 50% Improve operational efficiency Improving customer engagement & experience Growing revenues 49% 46% 39% Of banking executives surveyed Of banking executives surveyed Source: Please see the notes section
  • 20. 20 Learn and improve Cognitive computing enables systems that process and act on data like humans Cognitive computing is based on four principles Build speed and scale Uses machine learning to carry out complex tasks repeatedly, much more efficiently Collate human intelligence Makes collective knowledge accessible for reuse, trained by subject matter experts Learn and improve Improves with each outcome, action, iteration – with each new piece of information Interact in a natural way Adapts to human approach and interfaces, understands context and reason Collate human intelligence Build speed and scale Interact in a natural way Cognitive computing
  • 21. 21 Cognitive computing brings three fresh capabilities to key banking functions and processes Risk and compliance Enabling assurance across all business processes Monitor Wealth advisor assist Scaling sales and service expertise Decide Self-service engagement Delivering one-on-one experiences at scale Engage Customer service support Accelerating expertise on demand Explore Direct-to-consumer cognitive virtual agents serving, guiding and advising via web and mobile Employee-facing applications that supplement service across the customer life-cycle Employee-facing applications that enhance wealth management operations Improved engagement Actionable insights Operational transformation
  • 22. 22 Analyzes context Learns with every customer interaction Value add Reduced waiting time and real time dialog Improved cross-sell and up-sell Less customer attrition, improved customer satisfaction Reduced operating costs, more efficient interactions The cognitive-enabled virtual agent has highly personalized conversations in direct interactions with each client The virtual agent interacts with customers, learns from every interaction and develops its body of knowledge, adapting rapidly to the way humans think Virtual agent or self-service Offers optimal response Seamless experience cross-platform Natural language interaction Improved engagement Source: Please see the notes section
  • 23. 23 Value add Greater potential for sales and closer targeting of customer Actionable insights into client networks & personality Focus on instant client demand saving manual effort & time Continuity and deeper intimacy of client relationship The cognitive smart advisor enables relationship managers to advise clients more accurately than imagined The cognitive smart advisor identifies the personality and risk-profile of the client, using diverse data sources to align financial objectives with each individual Cognitive empowered advisor Advisor matching Lifecycle-driven conversation Personality insights Risk propensity Network value Actionable insights Source: Please see the notes section
  • 24. 24 Value add Highly responsive & consistent customer service Faster & accurate query resolution Easily scalable on-demand expertise Savings in training costs Improved resource utilization Cognitive computing also offers instantaneous customer service support for efficient response time and higher call conversion rates Cognitive computing offers a comprehensive, real-time view of the client, including personality and preferences and to specific responses Call center agent dashboard Complete real-time view of the client Consistent, optimal response Easily scalable expertise Actionable insights Source: Please see the notes section
  • 25. 25 Banks are also gaining greater visibility into specific business challenges and enhancing proactivity across the organization Cognitive computing solutions are identifying imminent regulatory requirements and aligning these to internal policies, procedures and controls Value add Simplified compliance management & tracking Dynamic view into the changing regulatory environment Transparency improves across the organization Documentation and data management efficiency Identifies regulatory updates Assures compliance, demonstrates with full audit trail Documentation Identifies regulatory updates Finds compliance issues/ gaps Operational transformation Source: Please see the notes section
  • 26. 26 Cognitive computing is still nascent and currently beyond the radar for most banks 28%are familiar with cognitive computing1 17%believe their organization is ready to embrace cognitive computing2 Of banking executives surveyed… Most bankers are unfamiliar with cognitive computing and not ready to adopt yet Source: Please see the notes section
  • 27. 27 But outperforming banks have already taken the lead …and more prepared to adopt cognitive computing2 Outperforming banks are much more aware of cognitive computing1… 52% Outperformers 17% Underperformers 32% Outperformers 11% Underperformers 191% more Source: Please see the notes section 206% more
  • 28. 28 The market for cognitive computing is expected to increase dramatically over the next three years in all geographies 0% 20% 40% 60% 80% UK North America Greater China Group India Japan Europe (Wester & Eastern) MEA South America Australia Asia 3–5% Above 5% 0% 20% 40% 60% 80% UK North America Europe (Wester & Eastern) India Asia Greater China Group Japan South America Australia MEA 3–5% Above 5% Percentage of banks investing in cognitive computing today1 Percentage of banks investing in cognitive computing over the next three years2 Source: Please see the notes section
  • 29. 29 Cognitive computing will revolutionize banking once tactical measures are overcome Cost and a lack of cognitive IT & related skills are key barriers Most banks have not yet adopted cognitive computing 11%of respondent organizations have adopted cognitive technology1 Barriers to implement cognitive computing cited by banking executives in our survey2 Cost Lack of IT and other skills Lack of organization buy-in Lack of executive support Regulatory constraints Lack of the change management 45% 25% 43% 16% 15% 12% 12% Lack of customer readiness Source: Please see the notes section
  • 30. The cognitive bank arrives!
  • 31. 31 Outperforming banks are already convinced about the strategic relevance and impact of cognitive computing Outperforming banks are convinced about strategic relevance of cognitive computing1… 49% Outperformers 15% Underperformers 227% more …and believe cognitive will significantly impact business lines and functions2 Source: Please see the notes section 58% more 43% more 57% Outperformers 36% Underperformers 60% Outperformers 42% Underperformers …as well as significantly impact business processes2
  • 32. 32 Above all, the cognitive bank enables decision-making to be enhanced by dynamic learning across the whole organization Deals with what happened − Reports − Dashboards − Visualization Deals with what can happen − Predictive models − Scores − Forecasts Deals with dynamic learning − Learning models − Experience based − Feedback mechanisms Descriptive Predictive Cognitive Deals with optimizing outcomes − Rules − Optimization models − Recommendations Prescriptive Cognitive computing enables decision-making to be forward-looking and continuous Levels of human interaction Depthofinsights
  • 33. 33 Cognitive computing transforms the entire bank across three key dimensions Dimensions Enterprise transformation New analytic insights Deeper contextual engagement New analytic insights Deeper contextual engagement Enterprise transformation Cognitive bank § Personalizes customer engagement § Complements human expertise § Provides access to ecosystem partners § Enables seamless dialogue with user § Accelerates banking processes § Provides knowledge-driven opportunities for ecosystem partners § Redefines the business model § Redefines roles and business processes § Transforms the organization
  • 34. 34 The cognitive bank personalizes every engagement through continually deeper insight, context and learning Reveals patterns, relationships and insights from diverse data sets Customer data Transaction history Sentiment analysis User journey Develops a 360o profile, personality of a client, orchestrates insight-driven engagement Adapts continuous learning model and leverages same in future interactions Understands complex questions, infers the context & presents optimal responses How does cognitive computing personalize customer engagement? Deeper contextual Improved engagement Source: Please see the notes section
  • 35. 35 It complements human knowledge by accelerating learning, collating expertise and providing an insight-driven partnership How does cognitive computing complement human expertise? Accelerates learning process for professionals, widens their reach in terms of information Master Time to expertise Practice Apprentice Study Master Practice Apprentice Study Time to expertise Makes expertise accessible on exponentially expanding scale Cognitive transformation Partners - Serves as a companion for the professionals to increase their performance Serves as an unique partner by – § Providing far deeper research more quickly beyond mere human capability § Making industry expertise available to everyone § Offering immediate actionable insights, conversation starters/ follow-up suggestions Source: Please see the notes section Deeper contextual Improved engagement
  • 36. 36 Family Customer Family Work Cognitive Bank Trade finance Lending Social Ticketing Transactions Payments Investment Trading Mobile payments Mobile wallets Crowd funding P2P Lending Customer needs Partner ecosystem The new cognitive bank will play an integral role in customers’ everyday life Customers will entrust banks to manage relationships with other service providers Loans Payments Ticketing Insurance Leasing Crypto currency Source: Please see the notes section It also empowers banks to orchestrate powerful ecosystems of partners to satisfy customers’ everyday needs Deeper contextual Improved engagement
  • 37. 37 Understands speech, gestures and customer expressions Collates latest information to offer market defining service channels Learns from each client interaction and studies preferences A bank in Japan pioneers the building of a customer service robotic platform that understands customer words and even expressions Customer service robots Differentiates the bank Captures customer details Reduces demands on staff Takes advantage of its physical branches Redeploys human tellers to higher-value work Infers preferences from every interaction A cognitive robot software platform that Source: Please see the notes section Deeper contextual Improved engagement
  • 38. 38 The cognitive bank focuses on more intimate knowledge of the customer and fine-tunes recommendations Offers optimal recommendations, based on individual profile and preferences New analytic insights Client journey aided by cognitive computing Business implications Client portraits Cross functional team of experts Relevant actionable insights Clients and their needs For integrated solution Based on insights Act Collaborate Understand 360o view of customer Continuity in dialogue across the lifecycle Mass customization of premium services Source: Please see the notes section
  • 39. 39 The cognitive bank with its deeper knowledge base, accelerates even highly-customized business processes Provides optimal credit solutions for each client, processing credit requests more efficiently with minimal default risk Products suited to meet the client needs Proactive data capture & processing Right product for right person, at right price and right time Business implications Proactive secure data capture Documentation verification Decision ready files Credit scoring, key data extracts Compressed cycle times Minimal errors Higher productivity Compliance enforcement Source: Please see the notes section New analytic insights
  • 40. 40 The cognitive bank identifies new opportunities from the banking ecosystem and beyond Filters and digests dynamic internal and external data including market news, analysis and trends - to identify new value creation opportunities Captures the market DNA Unifies a view of corporate intelligence Business implications Data from diverse sources Real time comparison Emerging trends/threats Financial performance Industry trends Benchmarking Market risks M&A or alliances Strategic intent Peer connections Customized, role based view Monitor performance metrics Uncovered connections and implications Optimal response strategy Source: Please see the notes section New analytic insights
  • 41. 41 A bank in Spain exploits cognitive to trawl more data more quickly than ever imagined Smart advisor Increased accuracy 99% less response time Widens the scope Take advantage of its physical branches Agents can answer to wider range of questions Answers in minutes instead of days New analytic insights Scans masses of structured & unstructured regulatory data A cognitive system offering insight to agents Learns and improves with each customer interaction Ranks most optimal responses as a guidance Source: Please see the notes section
  • 42. 42 The cognitive bank business model consists of a holistic and dynamic mix of intangible as well as tangible assets management Cognitive computing Digital network Enabling infrastructure Business ecosystems The cognitive bank Partnering & Collaboration Agility Innovation Analytics Digitization Intangible assets Operational efficiency Revenue Growth Employee productivity Cost reduction Asset efficiency Tangible assets Enterprise transformation Source: Please see the notes section
  • 43. 43 The cognitive bank redefines roles and re-engineers business processes constantly across the whole organization Analytics Agility Digitization Innovation Partnering & Collaboration Automates routine, manual processes loan processing, helpdesk tasks & so on Complements capabilities of banking professionals through deeper insights Creates new ways of thinking and managing Accelerates the expertise of banking professionals based on market needs Collaborates to develop and deliver specialized banking services Redefines roles Re-engineers business processes Integrates banking processes across the enterprise and with the ecosystem5 Provides insight-led banking activities4 Introduces new banking products and services to market more quickly3 Configures banking processes rapidly to adapt to market dynamics2 Partners with the eco-system to orchestrate banking services1 Enterprise transformation Source: Please see the notes section Enterprise-wide Risk Management
  • 44. 44 The cognitive bank will look radically different and will change the traditional role of people, process and technologies in banking
  • 45. 45 A global financial services organization uses cognitive computing to manage business proactively Cognitive enabled compliance service 72% accuracy Improved Productivity Lower churn Demonstrated during proof of concept1 Due to associated loss of institutional knowledge Elimination of manual regulatory evaluations Enterprise transformation Identifies and predicts regulatory obligations First-of-a-kind cognitive compliance service Maps changes across business units, IT systems and processes Understands the cascading impact of regulatory changes Source: Please see the notes section
  • 46. 46 The cognitive bank is dramatically transforming and redefining traditional banking Cognitive computing technologies will radically transform banking Outperforming banks are already taking the lead The cognitive bank is redefining banking Competitive advantage Customer experience § Reach § Connectivity Cognitive Digital Physical § Knowledge § Relationship platform § Efficiency § Accuracy Streamline & Improve processesOptimise IT Foundational digital capabilities Complete digital transformation Extend business ecosystem Apply advanced analytics Optimise customer engagement − Banking is getting commoditized and being displaced − Banks are in need of an urgent resurrection of the way they operate − Cognitive computing paves the way to fundamentally transform banking Operational transformation Actionable insights Improved engagement − Cognitive computing impacts bank in three ways − Revolutionizes customer engagement − Provides insights unavailable previously − Enables operational transformation at lower cost − Cognitive computing is still new; presenting benefits to early adopters − Outperforming banks are more aware of cognitive computing – 205% more − They are also more prepared to adopt cognitive computing – 190% more
  • 48. 48 Next steps Plan your cognitive journey Prepare your organization Assess the business case for cognitive bank and chart a course for your own cognitive journey Implement and evolve continuously Evaluate your current capabilities and build the foundation to make your organization ready Use a strategic rollout for cognitive transformation, and evolve it with continuous learning Source: Please see the notes section
  • 49. 49 Assess the business case for your cognitive bank and chart its cognitive journey Assess the enterprise-wide business case for your cognitive bank § Identify the opportunity for cognitive § Define the scope and obtain senior management commitment Chart your cognitive journey (design thinking) § Explore relevant cognitive computing solutions § Align to them to prioritized journeys § Define clear roadmap addressing plans for governance, deployment and benefits tracking Prototype / pilot journeys, refine continuously § Test and validate prioritized journeys with business users, encourage all-level involvement § Refine these with user inputs, gain buy-in Ongoing executive alignment and commitment § Communicate business value to executive sponsors and stakeholders at all levels Plan your cognitive journey Prepare your organization Implement and evolve continuously Source: Please see the notes section
  • 50. 50 Evaluate your current capabilities and build your foundations on cognitizing your people, business processes, data and infrastructure Invest in specialist human talent § Understand talent gap for cognitive deployment § Invest in training and sourcing expertise Consider process & policy requirements § Assess the likely impact of cognitive solutions on business processes and organization § Make necessary revisions in business processes & policies Build and ensure quality corpus of data § Conduct a structured data strategy assessment § Invest in digitizing systems of records § Collect, ingest, curate enterprise wide data, build quality corpus Establish cognitive ready infrastructure § Develop infrastructure to support cognitive data sets, volume and workloads in a secure manner Plan your cognitive journey Prepare your organization Implement and evolve continuously Source: Please see the notes section
  • 51. 51 Rollout to drive enterprise-wide cognitive transformation and evolve with continuous learning Apply cognitive technology § Execute a staged roll-out (using ‘agile sprints’) § Instrument for metrics and KPIs Communicate cognitive vision at all levels § Prepare people for new ways of collaborating with technology § Manage the change Achieve and measure outcomes § Assess progress towards your outcomes § Measure value realized at different phases § Set up periodic review process Enhance and expand collective knowledge § Periodically update functionality and training with new content based on learnings—look for reusable knowledge Plan your cognitive journey Prepare your organization Implement and evolve continuously Source: Please see the notes section
  • 52. 52 Key questions to kick-off your cognitive journey • How will you identify the opportunity for cognitive in your organization? • How will you plan your cognitive journey? • How will you prepare your organization to become the cognitive bank? • How will you measure the success of your cognitive bank? Source: Please see the notes section
  • 54. 54 About the authors Jim Brill Director, Global Industry Marketing and Communications jim.brill@us.ibm.com Allan Harper Cognitive Banking Leader IBM Global Business Services Allan.harper@au1.ibm.com Likhit Wagle Partner and Global Industry Leader Banking & Financial Markets IBM Global Business Services likhit.wagle@uk.ibm.com Nicholas Drury Global Banking & Financial Markets Leader IBM Institute for Business Value nickd@sg.ibm.com