dunn humby present at the chief data officer forum europe
TRANSCRIPT
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Driving value from data across the organizationMatt Keylock@mattkeylock
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400 million customers
$300 billion retail spend
A global customer science company
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Driving value in the “long loop” era
Data leadership in the connected world
Organization-scale approach
Considerations for the CDO
Today’s themes
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Value from data in the “long loop” era
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Sustainable value from customer data
Customer Data
enables
ImprovedCustomer
Understanding
Better BusinessDecisions
Loyalty /Brand Value
driving to grow…
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Behavioural data enabled breakthrough
BehavioursAttitudes Drivers of behaviour Transactions Profit
● Customer behavioural data was the key to unlocking breakthrough value – Views of business not possible with financial data and metrics– Granularity and actionability that research and panel data can’t provide
● Powered growth of retailers like Tesco and Kroger
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Knowing your best customers
% of Customers and Sales
42.4%
29.8%
26.9%
14.2%
23.5%21.4%
15.2%
8.3%
2.3%2.0% 2.0%
12.0%
0%
10%
20%
30%
40%
50%
SuperPremium
Premium Valuable Opportunity Potential Uncommitted
% of Customers
% of Sales
4% of customers = 41% of sales
1 Super Premium = 351 Uncommitted Customers
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And understanding their needs O
VER
-IND
EXIN
GU
ND
ER-IN
DEX
ING
Price S
ensit
ive
Prom
otion
Sen
sitive
Adven
turou
sPre
pac
ked
Conve
nienc
eFr
esh
Kids Fuel
Calorie
Cou
nter
Coupo
n Red
eemer
Fines
t / Lu
xury
Fore
ignFa
ir Tra
deLo
ng L
ifeEar
ly Ado
pter
Big Box
Own Bra
nd/L
abel
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To drive strategy and better measures
Sales
Time
Right customer strategy Right positioning, products,
packaging, pricing, promotion Targeted, relevant communications Improved operations and service
Business performance enabled by customer metrics
Business performance with just financial metrics
Normal sales line shows total customer sales
Early adopter
LoyalPrice sensitiveHealthy
Families
EthnicConvenience
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enabling smarter actions
Cookies 200g
£200k/week
Products
Customer Loyalty to the product
Substitutability
Sales
Cookies with nuts 300g
£150k/week
Cookies in a Tube
£40k/week
Buy 40% of the time
High
Buy 35% of the time
High
Buy 90% of the time
Low
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Powering personalised communications
HH response = % customers redeeming at least one coupon
9.5MM customers, 9.5MM variations
70% overall response
12-19% individual coupon response
$4:1 ROI for brands
$BNs in incremental sales
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Aligned decisions across the organisation
PROGRAM DESIGN
DIGITAL INTEGRATION
STORE OPERATIONS
CHANNEL STAFF ENGAGEMENT
GOVERNANCE
TECHNOLOGY
BRAND
COMMUNICATIONSDATA COLLECTION
MEASUREMENT
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Retailer
Brand
Amplified across retail ecosystem
3000 more people working to help us
win with our customers
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Data in the digital world
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That was then
This is now
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The shopping trip is becoming iterative & non-linear
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+ all the new internal sources of data AND bridging to new external data
TimeCreating or deriving new data
Data silos Connecting data around the customer
Valu
eCDOs must lead this next phase
VolumeVelocity
Variety
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The customer view is essential
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What I See / Hear
Who I Know / Influences
How I Decide
My Needs / Preferences
What I LIke
Who I Am
Where I Am
How I Shop
What I Buy
A retailer view
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What I See / Hear
Who I Know / Influences
How I Decide
My Needs / Preferences
What I LIke
Who I Am
Where I Am
How I Shop
What I Buy
A social media view
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Attribute data (e.g. device type, permissions)
Media data
Payment data
Mobile data
Product attributes
How I Shop
Where I Am
What I Buy What I See/Hear
Who I Know/Influences
How I Decide
Who I Am
What I Like
My Needs/Preferences
Prioritize carefullyOnly add more when your have succeeded or “failed fast”
Prioritize carefullyOnly add more when your have succeeded or “failed fast”
Accessing new data to add Value
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New ways of working out what’s important to customers
BUY plus…
SOCIAL INFLUENCENetwork
MEDIAINFLUENCEExposure
BROWSEViews, clicks, search
LOCATIONIn store, out of store
ADVOCACYLikes, posts
BehavioursAttitudes Drivers of behaviour Transactions Profit
Extending from transactional behaviours
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BZZAGENT BRAND ADVOCATES:
2x More friends on Facebook
3x More engaged on Twitter
4x More likely to recommend products as a means of relaxing
2x More likely to drive sales
Shopper Social
ADVOCACY
LOYALTY
Bridging functional loyalty with advocacy
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Granular location data
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0%
5%
10%
15%
20%
25%
30%
Brand Increasers Brand Maintainers Brand Decreasers
Transforming media
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TV
online
Social
MobilePrint / News/Local
websites
mobile
Direct mail magazines Store media
Social media
circularwebsites
mobile
Direct mail magazines Store media
Social media
circular
Old Retail boundaries
E-wallet / Loyalty
Redefining the organisation boundaries
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Enabling the step to fully personalisedMASS DIFFERENTIATED PERSONALISED
PRIC
E &
PR
OM
OA
SSO
RTM
ENT
CO
MM
S
PERSONAL
Right price all the time
Favourite products only
Direct human connection
Select the best promotions
Targeted price investments My personal promotions
Select the core range Differentiated stores My shopping list
Evaluate impact on loyalty
Custom content My personal coupons
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The rise of the CDO
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1. Lead the exploration of new data
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Crude Oil Bitumen, Asphalt
Oils
Diesel
Kerosene
Petrol
2. Develop the refinery too
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3. Don’t be blinded by data science
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““With loads of data you will find relationships that aren’t real … there are a lot of important limitations to the statistics that you learned in school. Big data isn’t about bits, it’s about talent.”
DOUGLAS MERRILLFORMER CIO/VP OF ENGINEERING AT GOOGLE FORBES MAY 2012
It’s not about how many phDs you have…
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4. Build strong bridges to new data
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5. Have the right tools for the job
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Driving and directing the use of data
Aligning across the entire organization
No longer about “supporting” the organisation
Lead externally … extend the boundaries of the organization through data
CDOs must be leaders
Be a champion for your customers. Your data is the “voice of the customer”
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Questions? Thank You!
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