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1 Digital disruption

Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

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Page 1: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

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Digital disruption

Page 2: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

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to the cognitive era.

Welcome

2

Ronald Teijken

Cognitive Solutions Team

Client Advisor IoT, IBM

@SCM_Ronald

Versterk het fysieke kanaal met data

Page 3: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

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The volume, variety and velocity of data is creating an unprecedented opportunity.

2.5Bn. gigabytes of new data are generated every day, of which

80% is unstructured.

Page 4: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Smart, connected

appliances will grow

from less than 1%

of the market today to

more than half

in 2020

Internet of Things

Page 5: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Consumers post

500 million tweets

and 55 million

Facebook updates

each day

Retail

Page 6: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

90% 32% of consumers expect

personalisation

claim to be highly effective at engaging individual customers

Source: IBM Institute for Business Value and Center for Applied Insights

To be data driven is not the question. It is how good you are at it!

Page 7: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

How to differentiate in the age of ‘Me’

Page 8: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Design Matters Experience Matters Moments Matter Context Matters

Page 9: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of
Page 10: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

We are here

Page 11: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Region/area of the country

City

Zip code

Neighborhood

Climate

Coastal vs inland

Age

Generation

Income level

Gender

Marital status

Family life cycle

Family size

Occupation

Education Socio-economic background

Religion

Lifestyle

Loyalty card activity

Industry

Sector Legal status

Location

Company name

Number of employees

Competitors

Revenue size

Page 12: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Time of day of log-in

Time spent on site

Sequence of visit

Followers Following

Size of Network

Number of hashtags used

Membership in groups

Number of Likes received

Direct message recipients

Direct message senders Search engine used

Frequency of searches

Search strings entered

Date on site

Device used

Sequence of visit

Wish lists

Purchase history

Items put in cart

Subscriptions

Deposits/withdrawals

Trades

Clickstream

Ratings history

Videos viewed Offers engaged with

Device used

Email addresses

Geolocation Device used

Number of apps on device

Apps deleted

Check-ins

Region/area of the country

City

Zip code

Neighborhood

Climate

Coastal vs inland

Age

Generation

Income level

Gender

Marital status

Family life cycle

Family size

Occupation

Education Socio-economic background

Religion

Lifestyle

Loyalty card activity

Industry

Sector Legal status

Location

Company name

Number of employees

Competitors

Revenue size

App usage duration

Page 13: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Colloquialisms

Concepts

Dialog

Facial Recognition

Semantics Phonemes

Logistical Regressions

Knowledge Extrapolation

Linguistics Question Analysis

Reasoning Strategies

Openness

Conscientiousness

Extroversion

Agreeableness

Hedonism

Self-enhancement

Self-Transcendence

Adventurousness

Self-consciousness

Latent Semantic Analysis

Language Modeling

Logistical Regressions

Linguistic Analysis

Logical reasoning analysis

multi-language analysis

n-gram Analysis

Ontology Analysis

Q&A Reasoning Strategies

Similarity Analysis

Language Parsing

Syllable Analysis

Region/area of the country

City

Zip code

Neighborhood

Climate

Coastal vs inland

Age

Generation

Income level

Gender

Marital status

Family life cycle

Family size

Occupation

Education Socio-economic background

Religion

Lifestyle

Loyalty card activity

Industry

Sector Legal status

Location

Company name

Number of employees

Competitors

Revenue size

Euphemisms

Sentiment

Tone

Phoneme Aggregation

Time of day of log-in

Time spent on site

Sequence of visit

Followers Following

Size of Network

Number of hashtags used

Membership in groups

Number of Likes received

Direct message recipients

Direct message senders Search engine used

Frequency of searches

Search strings entered

Date on site

Device used

Sequence of visit

Wish lists

Purchase history

Items put in cart

Subscriptions

Deposits/withdrawals

Trades

Clickstream

Ratings history

Videos viewed Offers engaged with

Device used

Email addresses

Geolocation Device used

Number of apps on device

Apps deleted

Check-ins App usage duration

Page 14: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Digital Intelligence + Digital Business

Page 15: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Concept Expansion

Machine Translation

Message Resonance

Question and Answer

Personality Insights Relationship Extraction

Speech to Text

Text to speech Tradeoff Analytics Visualization Rendering Visual Recognition

Concept Insights

Watson is a set of cognitive capabilities

Page 16: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

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Watson Personality Insights

Fine-tuning products for target

audience

Discovering customers’ preferred

interactions

Learning how clients’ customers

compare with competitors’ customers

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Where does it show up?

How does it work?

Linguistic analytics and personality

theory applied to unstructured digital

communications

Page 17: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Analyze your audience

Frans Reichardt (klantenluisteraar) You are social, somewhat verbose and can be perceived as shortsighted. You are down-to-earth: you prefer facts over fantasy. You are assertive: you tend to speak up and take charge of situations, and you are comfortable leading groups. And you are respectful of authority: you prefer following with tradition in order to maintain a sense of stability. Your choices are driven by a desire for well-being. You are relatively unconcerned with tradition: you care more about making your own path than following what others have done. You consider achieving success to guide a large part of what you do: you seek out opportunities to improve yourself and demonstrate that you are a capable person.

Source: English BIO at fransreichardt.nl and blogs ‘Dear bank’ Jan 2 , 2016

You are unlikely to______ Click on an ad Follow on social media Buy healthy foods

You are likely to______ Buy eco-friendly Reply on social media

Try it for free:

https://watson-pi-demo.mybluemix.net

Page 18: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of
Page 19: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

BETA:

Thenorthface.com

Page 20: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

At the Scale of 26 Billion Forecasts Per Day

What’s Unique About Weather?

Page 21: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of
Page 22: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Amsterdam, August 24th 2015

RainSense To mitigate flooding we need

Street-level predictions

Page 23: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Amsterdam RainSense Experiment

Page 24: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Impact for Amsterdam Marketing?

Page 25: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

with pockets of opportunities everywhere Cities are ALIVE…

Page 26: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Data and Signals reveal hidden city dynamics

Page 27: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Route

Optimization

Optimize

On-shelf

availability

Asset

Placement

Predict

demand

spikes Optimize

Product Mix

Maximize

Occupancy

Personalize

engagement

Promotion

optimization

Outage

Prediction

Dynamic

Pricing

… which unlocks business opportunities

… across industries

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Page 29: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of
Page 30: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of
Page 31: Digital disruption - BTG · Ronald Teijken Cognitive Solutions Team Client Advisor IoT, IBM @SCM_Ronald Versterk het fysieke kanaal met data. 3 The volume, variety and velocity of

Ronald Teijken

Cognitive Solutions Team

Client Advisor IoT, IBM

@SCM_Ronald