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Graph-Based Customer Journey
Analytics with Neo4j
27th September, 2018
Jesús Barrasa
Director Telco Solutions at Neo4j
jesus.barrasa@neo4j.com
@barrasaDV
2
➔ What is CJA
➔ Business value and what can
graphs add to it
➔ Active CJM with Neo4j
What is CJA?
4
Exclusive focus on individual interactions misses
the big picture
Why is it CJA important?
Because customers…
have an improved opinion of businesses
that remember previous interactions
with them
value presonalised and relevant
information
6
Why is it CJA important?
Because organisations…
want to give managers an overview of the
customer’s experience
want to uncover and solve gaps between
channels, departments, devices... bringing
significant business value
7
Three recurring concepts:
➔ CUSTOMER
➔ TIME
➔ MULTICHANNEL
Stringing beads
The tool: Customer Journey Maps
10
“ Journey maps are based largely on the
assumption that customer experience is
unchanging and controllable, and thus can be
captured as a standardised process. But a
customer’s journey isn’t a simple and finite series
of steps: it’s a complex and sometimes
contradictory set of interactions over multiple
channels. Map that! ”
Jonathan Browne. Forrester Research
11
Property Graph Model
12
Capture Complexity
Allow Flexibility
High Performance
Whiteboard friendly
Rich, Dynamic, human
friendly Graph Model
on a Native Graph
Platform
Customer Needs...
Neo4j - The worlds leading Graph Platform
ActiveCJM on Neo4j
➔ Visualisable
➔ Flexible & Dynamic
➔ Agile
➔ Actionable
13
CJA Methodology
14
Identification of key milestones in
relevant journeys
JOURNEY DISCOVERY/DESIGN
Identifying & connecting relevant
data sources
DATA COLLECTION
Construction of automated DD
integrations.
-> Next best action, Notifications,
Recommendations, etc
BUILD AUTOMATED
INTERACTIONS
Demo
15
Conclusions
➔ Graph → efficient / flexible / expressive
representation of customer journey
➔ Neo4j platform gives you a head start
➔ Are you ready to build your Active CJM on
Neo4j?
What next?
1. Go to neo4j.com and download our graph
platform.
2. Read Adam Cowley’s blogpost on building an
ACJM on Neo4j from google analytics data
https://www.adamcowley.co.uk/neo4j/importing-google-analytics-to-neo4j-via-bigquery-using-apoc-jdbc/
3. Join our online community site to get help and
share your experience
https://community.neo4j.com/
4. Reach out to us for licensing info and best
practices on building an ACJM with Neo4j
Thanks!
https://neo4j.com/contact-us/
https://community.neo4j.com/

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Graph-Based Customer Journey Analytics with Neo4j

  • 1. Graph-Based Customer Journey Analytics with Neo4j 27th September, 2018
  • 2. Jesús Barrasa Director Telco Solutions at Neo4j jesus.barrasa@neo4j.com @barrasaDV 2
  • 3. ➔ What is CJA ➔ Business value and what can graphs add to it ➔ Active CJM with Neo4j
  • 5. Exclusive focus on individual interactions misses the big picture
  • 6. Why is it CJA important? Because customers… have an improved opinion of businesses that remember previous interactions with them value presonalised and relevant information 6
  • 7. Why is it CJA important? Because organisations… want to give managers an overview of the customer’s experience want to uncover and solve gaps between channels, departments, devices... bringing significant business value 7
  • 8. Three recurring concepts: ➔ CUSTOMER ➔ TIME ➔ MULTICHANNEL
  • 10. The tool: Customer Journey Maps 10
  • 11. “ Journey maps are based largely on the assumption that customer experience is unchanging and controllable, and thus can be captured as a standardised process. But a customer’s journey isn’t a simple and finite series of steps: it’s a complex and sometimes contradictory set of interactions over multiple channels. Map that! ” Jonathan Browne. Forrester Research 11
  • 12. Property Graph Model 12 Capture Complexity Allow Flexibility High Performance Whiteboard friendly Rich, Dynamic, human friendly Graph Model on a Native Graph Platform Customer Needs... Neo4j - The worlds leading Graph Platform
  • 13. ActiveCJM on Neo4j ➔ Visualisable ➔ Flexible & Dynamic ➔ Agile ➔ Actionable 13
  • 14. CJA Methodology 14 Identification of key milestones in relevant journeys JOURNEY DISCOVERY/DESIGN Identifying & connecting relevant data sources DATA COLLECTION Construction of automated DD integrations. -> Next best action, Notifications, Recommendations, etc BUILD AUTOMATED INTERACTIONS
  • 16. Conclusions ➔ Graph → efficient / flexible / expressive representation of customer journey ➔ Neo4j platform gives you a head start ➔ Are you ready to build your Active CJM on Neo4j?
  • 17. What next? 1. Go to neo4j.com and download our graph platform. 2. Read Adam Cowley’s blogpost on building an ACJM on Neo4j from google analytics data https://www.adamcowley.co.uk/neo4j/importing-google-analytics-to-neo4j-via-bigquery-using-apoc-jdbc/ 3. Join our online community site to get help and share your experience https://community.neo4j.com/ 4. Reach out to us for licensing info and best practices on building an ACJM with Neo4j