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Building a Successful Operating
Model for Data Driven CRM
Nils Weber
Managing Director, NEXUS United
2020
Key Questions to be answered today
1. Why does the operating model matter in data driven CRM?
2. What does that mean for the rules of marketing and CRM?
3. How do we align our actions and build the right operating model?
Why does the operating model
matter in data driven CRM?
5
Marcel, 37 years old
Intent:
Build his own garden shed
Base Segment:
Advanced skill-level, high DIY-affinity
6
7
Disclaimer: Random Example
based on my browsing experience
8
Hardware store‘s Website / App
Based on the retailers app, one can
find the nearest branch. Additionally
one can calculate the materials
necessary for the project and find
useful tips in the help section.
Disclaimer: Random Example
based on my browsing experience
9
Print / Offline Mail
Brochure with garden sheds as
inspiration for the selection of the
right shed.
Additonally / Optionally results of the
POS-consultation inlcuding an offer
for the materials.
Disclaimer: Random Example
based on my browsing experience
10
Customers also bought
Disclaimer: Random Example
based on my browsing experience
11
Disclaimer: Random Example
based on my browsing experience
12
In-App Push Notification
Do you need help? Send us a photo
of your problem and we can send
you the right resources / contents.
Disclaimer: Random Example
based on my browsing experience
13
Mail
Wait for 7 days:
Were you successful in realising your
project (garden shed)?
+ Give advice to ensure project
success (i.e. glaze the wood)
Disclaimer: Random Example
based on my browsing experience
14
In-App Notification
Congratulations! Share your project
with the community and win a 500€
voucher at the end of the month.
Disclaimer: Random Example
based on my browsing experience
15
SMS
After 6 Weeks:
Share inspiration and the voucher for
a follow-up project in order to re-
engage the customer.
Disclaimer: Random Example
based on my browsing experience
What does that mean for the rules
of marketing and CRM?
17
Holistic data driven CRM actions affect many parts of the organization and
thus need to be managed consequently but carefullyOFFLINEONLINE
Thousands
of Customers
per Day
Available
customer base
Traffic via Search
Engine Marketing
Traffic via Social
Media & Social
Ads
Reach via
influencer /
blogger
DataInput
StandardIndividuell
Flyer / Print Ads Magazine
Receipts Loyalty Card Geotagging
Email Push SMS Social Print
Implications
from Print
Flyers
Offline
Surveys at
POS
Bags and
other
Merchandise
Coupons at
POS or on
receipt
CommunicationOutput
Inhalt Assortment Commerce
Digital Storefront
Point of
Sale
18
Engagement focused CRM requires a
cross-functional collaboration and agile ways of working
Business Value – Customer Experience
§ Increase customer experience in the moment of interaction
§ Prevent bouncing of customers into other channels or to competition
§ Inspire known prospects / customers for further offerings, for them to return with
their next intent / need.
The perfect “Customer Life Cycle”-Model
§ Requires time and optimization
§ Evolves and diverges depending on the lifecycle stage and customer segment
§ Leads to a change in IT (organisation, processes and tools) and the collaboration
between business functions (marketing, sales product, analytics, e-commerce, etc.)
Triggered by
Environment
Triggered by
Customer
Classical
Schedule
Based on everchanging customer preferences and progress by competitors
resulting from advanced automation, the optimal / superior customer journey
can only be crafted in an iterative way:
Frequency Degree of Personalization Timing Channels
Marketing / CRM Campaigns
How do we align our actions and
build the right operating model?
20
The first step of the data driven CRM initiative is to align with the existing
business model in order to contribute to overall strategy and targets
Guiding questions for
strategic alignment
Which kind of value
creation is the goal?
What is the goal of the initiative wrt value
creation and in the organisation?
• Develop new revenue streams or
support existing ones
• Digitize existing offline business
• Relevant cross-channel customer
communication
• Strengthening of brand value
• Increase efficiency (CapEx, OpEx)
Which role do data and
analytics play?
How will data be used in the future and
how will it impact processes like decision
making and optimization?
• Improved decision making
• Automate repetitive manual tasks
• Personalize customer experience
How is the strategy
translated into practice?
How will the data driven CRM project be
run in terms of organisation, processes
and technology?
• Overall project approach
• Prioritization and delivery
• Change management
• Involvement of other business
functions and teams
21
In step two evaluate the value levers of data driven CRM
in order to develop focus-topics and roadmap scenarios
Offline Online
CapEx
Profit / Value
€
Revenue €
#
Orders
Traffic
Conversion
Rate Re-Purchase
€
Cart Value
# Products Ø Price
Costs €
OpEx
Fixed
Staff As-Is Tools As-Is
OpEx
Variable
SaaS € Consulting €
Additional
Staff
* * * * * * ** * ********* * *
* online only
Phase 2
Personalization
Phase 3
Integration of POS / Loyalty
Personalization as a base for data driven
marketing and CRM and as a quick win
for e-commerce conversion rates.
Integration of POS and loyalty data in order to
gain a holistic understanding of customer
behaviour and marketing / CRM impact.
Step Two: Extend campaigns to POS.
Phase 1
Customer Data Platform
Customer Data Platform as central
orchestrator of inbound data / data ingest,
segmentation and automated, consistent
cross-channel activation / campaigns.
22
Jobs to be done in a successful and engagement-
focused marketing organization will change
Hypothesis Impact
Analysis
Feasibility
Analysis
Configuration &
Development
Release Review &
Optimization
• Understand customer
interaction with the digital
product and communications
• Develop hypothesis for
performance improvements /
campaigns
• Validate impact of hypothesis
• Knowledge about market and
customers required
• Prioritization according to
business value and decision for
implementation
• Technical understanding of digital
product and infrastructure
• Identification of necessary events
and campaign triggers
• Release of campaign
• Monitoring and potentially bug
fixes post launch
• Coordination of configuration,
content creation, configuration
and technical implementation
• Analysis and evaluation of
campaign performance
• Decision for optimization and
prioritization considering effort
required
23
These jobs to be done are relevant for both project and
ongoing optimization phase and should be handed over to the line org
The final Modus Operandi should be introduced as part of the initial implementation, in order to ensure team / line ownership
Projekt
Delivery
Betrieb
Scoping
Initiale
Implementierung
1. Evolutionsstufe 2. Evolutionsstufe …
Service Integration
Initial
Implementation
1st Evolution 2nd Evolution
Run PhaseProject
Delivery
24
In most cases diverse business functions contribute to
successful data driven CRM campaigns, but lack central ownership
Bring more users
into the funnel
Review of
results
Content
Creation
Improvement of
Campaigns
Input for
Improvement
Knowledge of
technology
Implementation
(backend events)
Improve funnel &
conversion rates
Strategic
guidance
Analyse relevant
events
Business Owner Marketing & CRM Analytics
Software
Development
Product
Owner
Prepare relevant
data and analysis
Analyse funnel
performance
Judge hypothesis
as lever for
additional traffic
Judge hypothesis
as lever for CRO
Improvement of
Campaigns
Hypothesis & Goal Setting
Impact Analysis
Feasibility Analysis
Configuration & Development
Release
Review & Optimization
25
Hypothesis & Goal Setting
Impact Analysis
Feasibility Analysis
Configuration & Development
Release
Review & Optimization
Tomorrow these initiatives will be lead by the
„Customer Segment & Engagement Manager“
Business Owner Marketing & CRM Analytics
Software
Development
Product
Owner
Customer Segment
& Engagement
Oversee and
orchestrate
customer journey
Generate and
collect hypothesis
Coordinate and
setup campaign
Release and test
campaign
Coordinate
performance review
and optimization
Judge
implementation
efforts in tool
Bring more users
into the funnel
Review of
results
Content
Creation
Improvement of
Campaigns
Input for
Improvement
Knowledge of
technology
Implementation
(backend events)
Improve funnel &
conversion rates
Strategic
guidance
Analyse relevant
events
Prepare relevant
data and analysis
Analyse funnel
performance
Judge hypothesis
as lever for
additional traffic
Judge hypothesis
as lever for CRO
Improvement of
Campaigns
26
Reporting (depending on focus)
Product
Development
Sales
When scaling the operating model, responsibilities need to be allocated
within the line organisation in order to remain manageable
Customer Segment &
Engagement Management
Product
Management
(Digital Platform)
CRM
Category
Management
(Assortment)
Customer Success
Management
Marketing
(Communication)
IT
(Tool Support)
Business Analytics
Input&Direction
Process&Result
Owner
Enabler
Integration into the existing Organisation Allocation of Responsibilities within and across Teams
Acquisition
Onboarding & Expansion
Retention & Reactivation
CustomerSegments
Product Categories
27
As a result cross-functional collaboration within an iterative
process becomes the key success factor in data driven CRM
Our experience shows that an agile collaboration
model following the SCRUM approach is the best
solution to:
• Enable the necessary continuous flow of
communication regarding progress, prioritization,
performance, feasibility and optimization.
• Swiftly react to changes, re-prioritize tasks and re-
focus based on data driven insights
• Ensure a dynamic completion of the work at hand
And consequently enable data driven CRM success.
Consequently it requires an interdisciplinary team of Business Owners, Marketeers and Tech-Experts,
that is capable of autonomous decision making and agile collaboration.
Sprint Planning
Interdisziplinäres
Team
(Business Owner,
Marketing, Tech)
Customer Segment &
Engagement Manager
Product Manager &
Marketing Manager
Daily Scrum
Sprint
24h
AnalyseSprint Review
Go-Live
Use Case
Optimierungen an
bestehenden Use
Cases
Scrum Rollen
Scrum Artefakte
Scrum Ereignisse
2-4
Wochen
Sprint
Backlog
Optimization Backlog
Kampagnen Backlog
Technischer
Konzeptions-Backlog
Hypothesen Backlog
Journey
Konzeption
Digression: CRM beyond Marketing,
integrating with Sales and Service
29
Data Channels
Customer Data Platform
Predictive
Segmentation
Multi-Channel & Data
Clever ID &
Crossdevice Tracking
DataIntegration
Orchestration
Personal &
Demographic
Onsite
Behavioural Data
Engagement
Data
Transactional
Data
Mobile &
Device Data
Email
Push
Messaging
SMS
Social
Direct Mail
Web
Customer
Marketing CRM tools collect customer- and behavioural data from digital touchpoints
in order to automate and personalize interactions at scale
A Customer Data Platform (CDP) is the storage
and management-tool for all digital customer
interactions.
Focus is to capture all relevant customer events,
segment customers and start further
personalized interactions (cross-channel).
„Events“ are captured from website visits, orders,
interactions with campaigns but also via offline
orders and personal customer service or bots.
30
Sales &
Service Cloud
Sales and Service Cloud are the core systems for
customer and prospect 1:1 contact.
Focus is to enable consistent and high quality
processes, traceability of communication and fast
case resolution / sales process guidance.
In the context of data driven CRM it is cruical to
integrate marketing-, sales- and service-CRMs to:
1. Trigger segmentations / campaigns based on
results from 1:1 communication
2. Enable sales- and service-agents based on a
holistic 360° customer view across channels
Sales and Service Clouds collect and orchestrate inbound communication and
the efficient handling of „real 1:1 – human to human interaction“
Let’s look at some details
32
Im Rahmen einer Skalierung des Operating Models,
gilt es Verantwortlichkeiten in der Linie neu zu schneiden
Key Questions answered today
1. Why does the operating model matter in data driven CRM?
2. What does that mean for the rules of marketing and CRM?
3. How do we align our actions and build the right operating model?
NEXT: Get in touch to discuss and fine-tune your operating model!
Building a successful Operating Model for
Data Driven CRM
Thank You!
Nils Weber
n.weber@nexus-united.com
+49 173 158 3002
2020

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Nils Weber: Building a Successful Operating Model for Data Driven CRM

  • 1. Building a Successful Operating Model for Data Driven CRM
  • 2. Nils Weber Managing Director, NEXUS United 2020
  • 3. Key Questions to be answered today 1. Why does the operating model matter in data driven CRM? 2. What does that mean for the rules of marketing and CRM? 3. How do we align our actions and build the right operating model?
  • 4. Why does the operating model matter in data driven CRM?
  • 5. 5 Marcel, 37 years old Intent: Build his own garden shed Base Segment: Advanced skill-level, high DIY-affinity
  • 6. 6
  • 7. 7 Disclaimer: Random Example based on my browsing experience
  • 8. 8 Hardware store‘s Website / App Based on the retailers app, one can find the nearest branch. Additionally one can calculate the materials necessary for the project and find useful tips in the help section. Disclaimer: Random Example based on my browsing experience
  • 9. 9 Print / Offline Mail Brochure with garden sheds as inspiration for the selection of the right shed. Additonally / Optionally results of the POS-consultation inlcuding an offer for the materials. Disclaimer: Random Example based on my browsing experience
  • 10. 10 Customers also bought Disclaimer: Random Example based on my browsing experience
  • 11. 11 Disclaimer: Random Example based on my browsing experience
  • 12. 12 In-App Push Notification Do you need help? Send us a photo of your problem and we can send you the right resources / contents. Disclaimer: Random Example based on my browsing experience
  • 13. 13 Mail Wait for 7 days: Were you successful in realising your project (garden shed)? + Give advice to ensure project success (i.e. glaze the wood) Disclaimer: Random Example based on my browsing experience
  • 14. 14 In-App Notification Congratulations! Share your project with the community and win a 500€ voucher at the end of the month. Disclaimer: Random Example based on my browsing experience
  • 15. 15 SMS After 6 Weeks: Share inspiration and the voucher for a follow-up project in order to re- engage the customer. Disclaimer: Random Example based on my browsing experience
  • 16. What does that mean for the rules of marketing and CRM?
  • 17. 17 Holistic data driven CRM actions affect many parts of the organization and thus need to be managed consequently but carefullyOFFLINEONLINE Thousands of Customers per Day Available customer base Traffic via Search Engine Marketing Traffic via Social Media & Social Ads Reach via influencer / blogger DataInput StandardIndividuell Flyer / Print Ads Magazine Receipts Loyalty Card Geotagging Email Push SMS Social Print Implications from Print Flyers Offline Surveys at POS Bags and other Merchandise Coupons at POS or on receipt CommunicationOutput Inhalt Assortment Commerce Digital Storefront Point of Sale
  • 18. 18 Engagement focused CRM requires a cross-functional collaboration and agile ways of working Business Value – Customer Experience § Increase customer experience in the moment of interaction § Prevent bouncing of customers into other channels or to competition § Inspire known prospects / customers for further offerings, for them to return with their next intent / need. The perfect “Customer Life Cycle”-Model § Requires time and optimization § Evolves and diverges depending on the lifecycle stage and customer segment § Leads to a change in IT (organisation, processes and tools) and the collaboration between business functions (marketing, sales product, analytics, e-commerce, etc.) Triggered by Environment Triggered by Customer Classical Schedule Based on everchanging customer preferences and progress by competitors resulting from advanced automation, the optimal / superior customer journey can only be crafted in an iterative way: Frequency Degree of Personalization Timing Channels Marketing / CRM Campaigns
  • 19. How do we align our actions and build the right operating model?
  • 20. 20 The first step of the data driven CRM initiative is to align with the existing business model in order to contribute to overall strategy and targets Guiding questions for strategic alignment Which kind of value creation is the goal? What is the goal of the initiative wrt value creation and in the organisation? • Develop new revenue streams or support existing ones • Digitize existing offline business • Relevant cross-channel customer communication • Strengthening of brand value • Increase efficiency (CapEx, OpEx) Which role do data and analytics play? How will data be used in the future and how will it impact processes like decision making and optimization? • Improved decision making • Automate repetitive manual tasks • Personalize customer experience How is the strategy translated into practice? How will the data driven CRM project be run in terms of organisation, processes and technology? • Overall project approach • Prioritization and delivery • Change management • Involvement of other business functions and teams
  • 21. 21 In step two evaluate the value levers of data driven CRM in order to develop focus-topics and roadmap scenarios Offline Online CapEx Profit / Value € Revenue € # Orders Traffic Conversion Rate Re-Purchase € Cart Value # Products Ø Price Costs € OpEx Fixed Staff As-Is Tools As-Is OpEx Variable SaaS € Consulting € Additional Staff * * * * * * ** * ********* * * * online only Phase 2 Personalization Phase 3 Integration of POS / Loyalty Personalization as a base for data driven marketing and CRM and as a quick win for e-commerce conversion rates. Integration of POS and loyalty data in order to gain a holistic understanding of customer behaviour and marketing / CRM impact. Step Two: Extend campaigns to POS. Phase 1 Customer Data Platform Customer Data Platform as central orchestrator of inbound data / data ingest, segmentation and automated, consistent cross-channel activation / campaigns.
  • 22. 22 Jobs to be done in a successful and engagement- focused marketing organization will change Hypothesis Impact Analysis Feasibility Analysis Configuration & Development Release Review & Optimization • Understand customer interaction with the digital product and communications • Develop hypothesis for performance improvements / campaigns • Validate impact of hypothesis • Knowledge about market and customers required • Prioritization according to business value and decision for implementation • Technical understanding of digital product and infrastructure • Identification of necessary events and campaign triggers • Release of campaign • Monitoring and potentially bug fixes post launch • Coordination of configuration, content creation, configuration and technical implementation • Analysis and evaluation of campaign performance • Decision for optimization and prioritization considering effort required
  • 23. 23 These jobs to be done are relevant for both project and ongoing optimization phase and should be handed over to the line org The final Modus Operandi should be introduced as part of the initial implementation, in order to ensure team / line ownership Projekt Delivery Betrieb Scoping Initiale Implementierung 1. Evolutionsstufe 2. Evolutionsstufe … Service Integration Initial Implementation 1st Evolution 2nd Evolution Run PhaseProject Delivery
  • 24. 24 In most cases diverse business functions contribute to successful data driven CRM campaigns, but lack central ownership Bring more users into the funnel Review of results Content Creation Improvement of Campaigns Input for Improvement Knowledge of technology Implementation (backend events) Improve funnel & conversion rates Strategic guidance Analyse relevant events Business Owner Marketing & CRM Analytics Software Development Product Owner Prepare relevant data and analysis Analyse funnel performance Judge hypothesis as lever for additional traffic Judge hypothesis as lever for CRO Improvement of Campaigns Hypothesis & Goal Setting Impact Analysis Feasibility Analysis Configuration & Development Release Review & Optimization
  • 25. 25 Hypothesis & Goal Setting Impact Analysis Feasibility Analysis Configuration & Development Release Review & Optimization Tomorrow these initiatives will be lead by the „Customer Segment & Engagement Manager“ Business Owner Marketing & CRM Analytics Software Development Product Owner Customer Segment & Engagement Oversee and orchestrate customer journey Generate and collect hypothesis Coordinate and setup campaign Release and test campaign Coordinate performance review and optimization Judge implementation efforts in tool Bring more users into the funnel Review of results Content Creation Improvement of Campaigns Input for Improvement Knowledge of technology Implementation (backend events) Improve funnel & conversion rates Strategic guidance Analyse relevant events Prepare relevant data and analysis Analyse funnel performance Judge hypothesis as lever for additional traffic Judge hypothesis as lever for CRO Improvement of Campaigns
  • 26. 26 Reporting (depending on focus) Product Development Sales When scaling the operating model, responsibilities need to be allocated within the line organisation in order to remain manageable Customer Segment & Engagement Management Product Management (Digital Platform) CRM Category Management (Assortment) Customer Success Management Marketing (Communication) IT (Tool Support) Business Analytics Input&Direction Process&Result Owner Enabler Integration into the existing Organisation Allocation of Responsibilities within and across Teams Acquisition Onboarding & Expansion Retention & Reactivation CustomerSegments Product Categories
  • 27. 27 As a result cross-functional collaboration within an iterative process becomes the key success factor in data driven CRM Our experience shows that an agile collaboration model following the SCRUM approach is the best solution to: • Enable the necessary continuous flow of communication regarding progress, prioritization, performance, feasibility and optimization. • Swiftly react to changes, re-prioritize tasks and re- focus based on data driven insights • Ensure a dynamic completion of the work at hand And consequently enable data driven CRM success. Consequently it requires an interdisciplinary team of Business Owners, Marketeers and Tech-Experts, that is capable of autonomous decision making and agile collaboration. Sprint Planning Interdisziplinäres Team (Business Owner, Marketing, Tech) Customer Segment & Engagement Manager Product Manager & Marketing Manager Daily Scrum Sprint 24h AnalyseSprint Review Go-Live Use Case Optimierungen an bestehenden Use Cases Scrum Rollen Scrum Artefakte Scrum Ereignisse 2-4 Wochen Sprint Backlog Optimization Backlog Kampagnen Backlog Technischer Konzeptions-Backlog Hypothesen Backlog Journey Konzeption
  • 28. Digression: CRM beyond Marketing, integrating with Sales and Service
  • 29. 29 Data Channels Customer Data Platform Predictive Segmentation Multi-Channel & Data Clever ID & Crossdevice Tracking DataIntegration Orchestration Personal & Demographic Onsite Behavioural Data Engagement Data Transactional Data Mobile & Device Data Email Push Messaging SMS Social Direct Mail Web Customer Marketing CRM tools collect customer- and behavioural data from digital touchpoints in order to automate and personalize interactions at scale A Customer Data Platform (CDP) is the storage and management-tool for all digital customer interactions. Focus is to capture all relevant customer events, segment customers and start further personalized interactions (cross-channel). „Events“ are captured from website visits, orders, interactions with campaigns but also via offline orders and personal customer service or bots.
  • 30. 30 Sales & Service Cloud Sales and Service Cloud are the core systems for customer and prospect 1:1 contact. Focus is to enable consistent and high quality processes, traceability of communication and fast case resolution / sales process guidance. In the context of data driven CRM it is cruical to integrate marketing-, sales- and service-CRMs to: 1. Trigger segmentations / campaigns based on results from 1:1 communication 2. Enable sales- and service-agents based on a holistic 360° customer view across channels Sales and Service Clouds collect and orchestrate inbound communication and the efficient handling of „real 1:1 – human to human interaction“
  • 31. Let’s look at some details
  • 32. 32 Im Rahmen einer Skalierung des Operating Models, gilt es Verantwortlichkeiten in der Linie neu zu schneiden
  • 33. Key Questions answered today 1. Why does the operating model matter in data driven CRM? 2. What does that mean for the rules of marketing and CRM? 3. How do we align our actions and build the right operating model? NEXT: Get in touch to discuss and fine-tune your operating model!
  • 34. Building a successful Operating Model for Data Driven CRM Thank You!