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Role of AI in
Banking’s
“Red Queen Race”
©1996-2019 Aspire Systems, Inc.
2
Red Queen Effect – Reality Check
Organizations are confronted with the Inevitability that “Competitive Advantage”
gained is ONLY temporary
What “Got you Here” Will not “Get you there” (Also applies to organizations)
Organizations need to move faster than ever to transform from “Surviving
Environments” to “Thriving Environments”
©1996-2019 Aspire Systems, Inc.
3
Red Queen Effect
In the madness to get
competitive Advantage
Business run the risk of running
faster in the same place
If not supported by right
strategy
Banks are “No Exceptions” to this Phenomena
©1996-2019 Aspire Systems, Inc.
Plethora of customer data
waiting to be leveraged
Account Centric Banking
is still largely prevalent
A Digital transformation strategy
which is “Data Agnostic”
Possibility that banks of
future will be tech firms
Rapidly raising
customer
expectations
While Open banking
may be future, 25% of
customers still will not
open accounts with a
bank
4
Challenges with Banks
Regulations & Security
©1996-2019 Aspire Systems, Inc.
Why do customers leave you?
5
1% a natural death
8% develop other relationships
through references
9% leave for competitive reasons
14% are not happy with products
40% leave because of poor service /
no emotional connect
28% leave because of no personalized
promotions
5%
15%
25%
50%
4+ Products
3 Products
2 Products
1 Product
Cross Sell Drives Customer Retention
Risk of Leaving you in 12 months
©1996-2019 Aspire Systems, Inc.
6
©1996-2019 Aspire Systems, Inc.
7
©1996-2019 Aspire Systems, Inc.
8
Transform Account Centric
Banking to Customer
Centric Banking
A Digital Transformation
backed by robust Data
Strategy & Client Centricity
Leverage the power of
Machine Learning and AI
to become More Customer
Curious
Winning the Red Queen Race
©1996-2019 Aspire Systems, Inc.
A “Customer Centric Banking Platform”
9
©1996-2019 Aspire Systems, Inc.
1010
• RFM
• Credit Risk
• Share of Wallet
• Opportunity
• Profitability
• Lifetime value
• Loyalty
• Retention
Insights driven
Reference Data
• Personal
Profile
• Location
• Preferences
• Transaction history
• Service History
• Complaints
• Feedback
Transactional Data
• Engagement History
• Google Search
• Social Media Activities
Social Data
Customer Data Landscape
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
Customer Hub has the Client Centric Data But !!! How to Leverage it & Win the “Red Queen Race”
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
• Speed of Execution
• Data Rules Driven
• Learning induced Accuracy
• Trained to recognize Data Patters
• Handles “Data in Motion” as well
• As “Data at Rest”
©1996-2019 Aspire Systems, Inc.
1414
Customer Relationship
 Client Centricity
 Customer Onboarding
 Customer Segmentation
 Customer 360
 Conversational AI
 Next Best Action
Fraud
 Loan Fraud
 Payment Default
 Identity theft
Risk and Compliance
 Credit Risk
 Market Risk
 Liquidity
 Business
 Reputation
 Data
Information Security
 Detecting Online Intrusions
 Data leaks
AI applications in a “Customer Centric” Bank
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
AI Frame work built on Robust Data Strategy
• Promotes Data Integrity by assuring 3C’s of Data
• Keeps the client at its center “One Truth Version” using MDM
• Trains on the data and applies the learning for future
©1996-2019 Aspire Systems, Inc.
Sample Use Case - Personalized & Intelligent Promotions
Product
Strategy
BANK
Insights
PROFILES
MERCHANT / RETAILER CUSTOMER
CAMPAIGNS
TARGETED OFFERS
SPEND ANALYSIS
PERSONALIZED
RECOMMENDATIONS
Data
Sources
AI
Sample Use Case - Personalized & Intelligent Promotions
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
©1996-2019 Aspire Systems, Inc.
Aspirations with Temenos
©1996-2019 Aspire Systems, Inc.
About Aspire
20
A Great Place to Work - 9
Glorious Wins in a Row
Quality Maturity
Level
Technology Awards
Forrester Rated Aspire one of the
Top Continuous Testing Service
Providers (2017)
UK
Benelux
India
Middle East
Singapore
US
Poland
Netherlands
Global technology services firm with core
DNA of Software Engineering
Specific areas of expertise around Software
Engineering, Digital Services, Testing and Infrastructure
& Application Support
International headquarters in Singapore with
presence across US, UK, Benelux, Middle East
and India
Recognized 9 consecutive times as “Best Place to
Work for” by GPW Institute
Vertical focus among Independent Software
Vendors and Retail, Distribution &
Consumer Products
2800+ employees; 150+ active
customers
CMMI Maturity Level 3, ISO 9001:2008 and
ISO 27001:2005 certified
Mexico
©1996-2019 Aspire Systems, Inc.
21
Anand Subramaniam
anand.subramaniam@aspiresys.com
www.aspiresys.com
www.imagyn.ai
Say Hello!

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Role of AI in Banking’s  “Red Queen Race”

  • 1. Role of AI in Banking’s “Red Queen Race”
  • 2. ©1996-2019 Aspire Systems, Inc. 2 Red Queen Effect – Reality Check Organizations are confronted with the Inevitability that “Competitive Advantage” gained is ONLY temporary What “Got you Here” Will not “Get you there” (Also applies to organizations) Organizations need to move faster than ever to transform from “Surviving Environments” to “Thriving Environments”
  • 3. ©1996-2019 Aspire Systems, Inc. 3 Red Queen Effect In the madness to get competitive Advantage Business run the risk of running faster in the same place If not supported by right strategy Banks are “No Exceptions” to this Phenomena
  • 4. ©1996-2019 Aspire Systems, Inc. Plethora of customer data waiting to be leveraged Account Centric Banking is still largely prevalent A Digital transformation strategy which is “Data Agnostic” Possibility that banks of future will be tech firms Rapidly raising customer expectations While Open banking may be future, 25% of customers still will not open accounts with a bank 4 Challenges with Banks Regulations & Security
  • 5. ©1996-2019 Aspire Systems, Inc. Why do customers leave you? 5 1% a natural death 8% develop other relationships through references 9% leave for competitive reasons 14% are not happy with products 40% leave because of poor service / no emotional connect 28% leave because of no personalized promotions 5% 15% 25% 50% 4+ Products 3 Products 2 Products 1 Product Cross Sell Drives Customer Retention Risk of Leaving you in 12 months
  • 8. ©1996-2019 Aspire Systems, Inc. 8 Transform Account Centric Banking to Customer Centric Banking A Digital Transformation backed by robust Data Strategy & Client Centricity Leverage the power of Machine Learning and AI to become More Customer Curious Winning the Red Queen Race
  • 9. ©1996-2019 Aspire Systems, Inc. A “Customer Centric Banking Platform” 9
  • 10. ©1996-2019 Aspire Systems, Inc. 1010 • RFM • Credit Risk • Share of Wallet • Opportunity • Profitability • Lifetime value • Loyalty • Retention Insights driven Reference Data • Personal Profile • Location • Preferences • Transaction history • Service History • Complaints • Feedback Transactional Data • Engagement History • Google Search • Social Media Activities Social Data Customer Data Landscape
  • 11. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos
  • 12. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos Customer Hub has the Client Centric Data But !!! How to Leverage it & Win the “Red Queen Race”
  • 13. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos • Speed of Execution • Data Rules Driven • Learning induced Accuracy • Trained to recognize Data Patters • Handles “Data in Motion” as well • As “Data at Rest”
  • 14. ©1996-2019 Aspire Systems, Inc. 1414 Customer Relationship  Client Centricity  Customer Onboarding  Customer Segmentation  Customer 360  Conversational AI  Next Best Action Fraud  Loan Fraud  Payment Default  Identity theft Risk and Compliance  Credit Risk  Market Risk  Liquidity  Business  Reputation  Data Information Security  Detecting Online Intrusions  Data leaks AI applications in a “Customer Centric” Bank
  • 15. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos
  • 16. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos AI Frame work built on Robust Data Strategy • Promotes Data Integrity by assuring 3C’s of Data • Keeps the client at its center “One Truth Version” using MDM • Trains on the data and applies the learning for future
  • 17. ©1996-2019 Aspire Systems, Inc. Sample Use Case - Personalized & Intelligent Promotions Product Strategy BANK Insights PROFILES MERCHANT / RETAILER CUSTOMER CAMPAIGNS TARGETED OFFERS SPEND ANALYSIS PERSONALIZED RECOMMENDATIONS Data Sources AI Sample Use Case - Personalized & Intelligent Promotions
  • 18. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos
  • 19. ©1996-2019 Aspire Systems, Inc. Aspirations with Temenos
  • 20. ©1996-2019 Aspire Systems, Inc. About Aspire 20 A Great Place to Work - 9 Glorious Wins in a Row Quality Maturity Level Technology Awards Forrester Rated Aspire one of the Top Continuous Testing Service Providers (2017) UK Benelux India Middle East Singapore US Poland Netherlands Global technology services firm with core DNA of Software Engineering Specific areas of expertise around Software Engineering, Digital Services, Testing and Infrastructure & Application Support International headquarters in Singapore with presence across US, UK, Benelux, Middle East and India Recognized 9 consecutive times as “Best Place to Work for” by GPW Institute Vertical focus among Independent Software Vendors and Retail, Distribution & Consumer Products 2800+ employees; 150+ active customers CMMI Maturity Level 3, ISO 9001:2008 and ISO 27001:2005 certified Mexico
  • 21. ©1996-2019 Aspire Systems, Inc. 21 Anand Subramaniam anand.subramaniam@aspiresys.com www.aspiresys.com www.imagyn.ai Say Hello!