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© 2016 IBM Corporation
The Three Essential E’s of a Robo-Advisor
Bharat Bhushan
Industry Technical Leader, Banking and Financial Markets
bharat.bhushan@uk.ibm.com _bharat_ fintechie.co.uk
22 © 2016 IBM Corporation
The Happiness Chart
6.60
6.80
7.00
7.20
7.40
7.60
7.80
8.00
16 - 19 20 - 24 25 - 29 30 - 34 35 - 39 40 - 44 45 - 49 50 - 54 55 - 59 60 - 64 65 - 69 70 - 74 75 - 79 80 - 84 85 - 90 90 and
over
Source: http://www.neighbourhood.statistics.gov.uk/HTMLDocs/dvc146/wrapper.html
33 © 2016 IBM Corporation
6.60
6.80
7.00
7.20
7.40
7.60
7.80
8.00
16 - 19 20 - 24 25 - 29 30 - 34 35 - 39 40 - 44 45 - 49 50 - 54 55 - 59 60 - 64 65 - 69 70 - 74 75 - 79 80 - 84 85 - 90 90 and
over
The Happiness Chart Vs. Individual Wealth
Source: http://www.neighbourhood.statistics.gov.uk/HTMLDocs/dvc146/wrapper.html
Wealth phases
Happiness
44 © 2016 IBM Corporation
Disruption with Digital
Access to all Investor Segments
A significant number of ‘underserved’ clients can now
access investment management services that were only
available to the rich.
Affordable and Transparent
A clear and ‘all inclusive’ tiered cost structure; customers
know exactly how much they will be paying for.
Digital Innovation
Design thinking techniques to develop world-class
systems of engagement; agile devOps; automating
and standardising business processes.
55 © 2016 IBM Corporation
Investment Scenarios and Advice
Customer Acquisition and Retention
Level of Human Contact
66 © 2016 IBM Corporation
Top three priorities
77 © 2016 IBM Corporation
Life Events and Planning
88 © 2016 IBM Corporation
Life Events and Planning
99 © 2016 IBM Corporation
Tools Available
Virtual RealityAugmented RealityScenario Modelling Cognitive Platforms
Emotional Intelligence Interactive Systems FinTechBig Data and Analytics
1010 © 2016 IBM Corporation
Periodic Table of Capabilities
Dialog
Services
NPL
Services
Relationship
Extraction
Services
Semantic
Expansion
Services
Ingestion
Services
Question
Interceptor
Services
Factoid
Services
Passage
Services
Document
Services
Definition
Services
Entity
Based
Services
Out of
Bounds
Services
Procedural
Services
Answer
Assembler
Services
Visualization
Services
Image
Analytics
Video
Services
Speech to
Text
Services
Text to
Speech
Services
Visualization
recommenda
tion services
Training
Services
Smart
Metadata
Services
Search
Services
Spell
Services
Type Ahead
Services
Auto
Complete
Services
Summarizat
ions
Services
Machine
Translation
Services
Language
Identificatio
n Services
Concept
Expansion
Services
Graph
Services
Concept
Maps
Services
Message
Resonance
Services
Personality
Insight
Services
Social
Resonance
Services
Personaliza
tion
Services
Entity
Compilation
Services
Text
Analytics
Services
Concept
Analytics
Services
Precision
Analytics
Services
Interceptor
Services
Deep
Parser
Services
Ranking
Services
1111 © 2016 IBM Corporation
APIs you can use
Natural Language
Processing
Machine Learning
Question Analysis
Feature Engineering
Ontology Analysis
5
Question and
Answer
Directresponses to
users inquiries fueled
by primary document
sources
Relationship
Extraction
Intelligently finds
relationships between
sentences components
(nouns,verbs,
subjects,objects)
Dialog
Enable applications to
use natural language
to respond and interact
with users
Alchemy
Language
Analyze text to
understand
sentiment,keywords,
entities,high-level
concepts and more
Personality
Insights
Understand and
engage users on their
own term based on
their personalities and
values
Concept Insights
Locate relevant
documents thatmay
notdirectly mention
your query
Concept
Expansion
Maps euphemisms or
colloquial terms to
more commonly
understood phrases
Language
Translation
Identify language text
and dynamically
translate to another for
specific domains
Tone Analyzer
Understand emotional,
social and writing cues
from inputtextwith
suggestions for
improvement
Document
Conversion
Convertdocuments to
HTML,Plain Text, List
of Answer Units
needed by Watson
Services
Natural Language
Classifier
Easily create machine
learning,natural
language interfaces
Retrieve and Rank
Combine search and
machine learning
algorithms to enhance
information retrieval
Alchemy Vision
Integrate image
cognition to
understand a
picture’s contentand
context
Visual Insights
Enhance customer
view through insights
extracted from
analysis of online
photos and videos
AlchemyData
News
Integrate image
cognition to
understand a picture’s
contentand context
Tradeoff
Analytics
Make better choices
under multiple
conflicting goals with
smartvisualizations
& recommendations
Visual
Recognition
Analyzes the visual
appearance of
images or video
frames to understand
whatis happening
Speech to Text
Provides highly
accurate,low latency
speech recognition
capabilities
Text to Speech
Synthesizes
natural-sounding
speech from text
Author Extraction
Keyword Extraction
Feed Detection
Taxonomy
Face Detection
Answer Generation
Q&A Qualification
Knowledge Graph
Risk Stratification
Policy Identification
Knowledge Canvas
Fusion Q&A
Emotion Analysis
Case Evaluation
Entity Extraction
Language Detection
Image Link Extraction
Text Extraction
Statistical Dialog
ConceptTagging
SentimentAnalysis
Image Tagging
Answer Generation
Knowledge Studio
Video Augmentation
Usage Insights
Factoid Pipeline
Decision Support
Decision Optimization
Criteria Classification
Knowledge Canvas
Easy Adaptation
Language
Speech
Vision
Data Insights
Coming soon
The Watson that competed
on Jeopardy! in 2011
comprised what is now a
single API - Q&A - built on
five underlying
technologies.
Since then, Watson has
grown to a family of 28
APIs.
By the end of 2016, there will
be nearly 50 Watson APIs -
with more added every year
https://ibm.biz/BdHDyT
1212 © 2016 IBM Corporation
Effects on Investors
Many more “Aha” Moments
Share data
Trust
Investments£
Personal experience
Educated Engaged Enlightened
1313 © 2016 IBM Corporation
Effects on Your Business
Scale, Growth and Profitability
Visibility and Insight
Best Actions
New offerings, Products and Partnerships
Richer Datasets
1414 © 2016 IBM Corporation
Examples
CES 2016 IBM Keynote
1515 © 2016 IBM Corporation
https://ibm.biz/BdHCGz https://cognitoys.com
IBM World of Watson YouTube
1616 © 2016 IBM Corporation

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Three Essential Es of a Robo Advisor

  • 1. © 2016 IBM Corporation The Three Essential E’s of a Robo-Advisor Bharat Bhushan Industry Technical Leader, Banking and Financial Markets bharat.bhushan@uk.ibm.com _bharat_ fintechie.co.uk
  • 2. 22 © 2016 IBM Corporation The Happiness Chart 6.60 6.80 7.00 7.20 7.40 7.60 7.80 8.00 16 - 19 20 - 24 25 - 29 30 - 34 35 - 39 40 - 44 45 - 49 50 - 54 55 - 59 60 - 64 65 - 69 70 - 74 75 - 79 80 - 84 85 - 90 90 and over Source: http://www.neighbourhood.statistics.gov.uk/HTMLDocs/dvc146/wrapper.html
  • 3. 33 © 2016 IBM Corporation 6.60 6.80 7.00 7.20 7.40 7.60 7.80 8.00 16 - 19 20 - 24 25 - 29 30 - 34 35 - 39 40 - 44 45 - 49 50 - 54 55 - 59 60 - 64 65 - 69 70 - 74 75 - 79 80 - 84 85 - 90 90 and over The Happiness Chart Vs. Individual Wealth Source: http://www.neighbourhood.statistics.gov.uk/HTMLDocs/dvc146/wrapper.html Wealth phases Happiness
  • 4. 44 © 2016 IBM Corporation Disruption with Digital Access to all Investor Segments A significant number of ‘underserved’ clients can now access investment management services that were only available to the rich. Affordable and Transparent A clear and ‘all inclusive’ tiered cost structure; customers know exactly how much they will be paying for. Digital Innovation Design thinking techniques to develop world-class systems of engagement; agile devOps; automating and standardising business processes.
  • 5. 55 © 2016 IBM Corporation Investment Scenarios and Advice Customer Acquisition and Retention Level of Human Contact
  • 6. 66 © 2016 IBM Corporation Top three priorities
  • 7. 77 © 2016 IBM Corporation Life Events and Planning
  • 8. 88 © 2016 IBM Corporation Life Events and Planning
  • 9. 99 © 2016 IBM Corporation Tools Available Virtual RealityAugmented RealityScenario Modelling Cognitive Platforms Emotional Intelligence Interactive Systems FinTechBig Data and Analytics
  • 10. 1010 © 2016 IBM Corporation Periodic Table of Capabilities Dialog Services NPL Services Relationship Extraction Services Semantic Expansion Services Ingestion Services Question Interceptor Services Factoid Services Passage Services Document Services Definition Services Entity Based Services Out of Bounds Services Procedural Services Answer Assembler Services Visualization Services Image Analytics Video Services Speech to Text Services Text to Speech Services Visualization recommenda tion services Training Services Smart Metadata Services Search Services Spell Services Type Ahead Services Auto Complete Services Summarizat ions Services Machine Translation Services Language Identificatio n Services Concept Expansion Services Graph Services Concept Maps Services Message Resonance Services Personality Insight Services Social Resonance Services Personaliza tion Services Entity Compilation Services Text Analytics Services Concept Analytics Services Precision Analytics Services Interceptor Services Deep Parser Services Ranking Services
  • 11. 1111 © 2016 IBM Corporation APIs you can use Natural Language Processing Machine Learning Question Analysis Feature Engineering Ontology Analysis 5 Question and Answer Directresponses to users inquiries fueled by primary document sources Relationship Extraction Intelligently finds relationships between sentences components (nouns,verbs, subjects,objects) Dialog Enable applications to use natural language to respond and interact with users Alchemy Language Analyze text to understand sentiment,keywords, entities,high-level concepts and more Personality Insights Understand and engage users on their own term based on their personalities and values Concept Insights Locate relevant documents thatmay notdirectly mention your query Concept Expansion Maps euphemisms or colloquial terms to more commonly understood phrases Language Translation Identify language text and dynamically translate to another for specific domains Tone Analyzer Understand emotional, social and writing cues from inputtextwith suggestions for improvement Document Conversion Convertdocuments to HTML,Plain Text, List of Answer Units needed by Watson Services Natural Language Classifier Easily create machine learning,natural language interfaces Retrieve and Rank Combine search and machine learning algorithms to enhance information retrieval Alchemy Vision Integrate image cognition to understand a picture’s contentand context Visual Insights Enhance customer view through insights extracted from analysis of online photos and videos AlchemyData News Integrate image cognition to understand a picture’s contentand context Tradeoff Analytics Make better choices under multiple conflicting goals with smartvisualizations & recommendations Visual Recognition Analyzes the visual appearance of images or video frames to understand whatis happening Speech to Text Provides highly accurate,low latency speech recognition capabilities Text to Speech Synthesizes natural-sounding speech from text Author Extraction Keyword Extraction Feed Detection Taxonomy Face Detection Answer Generation Q&A Qualification Knowledge Graph Risk Stratification Policy Identification Knowledge Canvas Fusion Q&A Emotion Analysis Case Evaluation Entity Extraction Language Detection Image Link Extraction Text Extraction Statistical Dialog ConceptTagging SentimentAnalysis Image Tagging Answer Generation Knowledge Studio Video Augmentation Usage Insights Factoid Pipeline Decision Support Decision Optimization Criteria Classification Knowledge Canvas Easy Adaptation Language Speech Vision Data Insights Coming soon The Watson that competed on Jeopardy! in 2011 comprised what is now a single API - Q&A - built on five underlying technologies. Since then, Watson has grown to a family of 28 APIs. By the end of 2016, there will be nearly 50 Watson APIs - with more added every year https://ibm.biz/BdHDyT
  • 12. 1212 © 2016 IBM Corporation Effects on Investors Many more “Aha” Moments Share data Trust Investments£ Personal experience Educated Engaged Enlightened
  • 13. 1313 © 2016 IBM Corporation Effects on Your Business Scale, Growth and Profitability Visibility and Insight Best Actions New offerings, Products and Partnerships Richer Datasets
  • 14. 1414 © 2016 IBM Corporation Examples CES 2016 IBM Keynote
  • 15. 1515 © 2016 IBM Corporation https://ibm.biz/BdHCGz https://cognitoys.com IBM World of Watson YouTube
  • 16. 1616 © 2016 IBM Corporation