SlideShare une entreprise Scribd logo
1  sur  18
Télécharger pour lire hors ligne
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/

Contenu connexe

Tendances

Introduction to Graph Databases
Introduction to Graph DatabasesIntroduction to Graph Databases
Introduction to Graph DatabasesMax De Marzi
 
How Graph Algorithms Answer your Business Questions in Banking and Beyond
How Graph Algorithms Answer your Business Questions in Banking and BeyondHow Graph Algorithms Answer your Business Questions in Banking and Beyond
How Graph Algorithms Answer your Business Questions in Banking and BeyondNeo4j
 
The ABCs of Treating Data as Product
The ABCs of Treating Data as ProductThe ABCs of Treating Data as Product
The ABCs of Treating Data as ProductDATAVERSITY
 
The Knowledge Graph Explosion
The Knowledge Graph ExplosionThe Knowledge Graph Explosion
The Knowledge Graph ExplosionNeo4j
 
Neo4j Graph Platform Overview, Kurt Freytag, Neo4j
Neo4j Graph Platform Overview, Kurt Freytag, Neo4jNeo4j Graph Platform Overview, Kurt Freytag, Neo4j
Neo4j Graph Platform Overview, Kurt Freytag, Neo4jNeo4j
 
Workshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceWorkshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceNeo4j
 
Neanex - Semantic Construction with Graphs
Neanex - Semantic Construction with GraphsNeanex - Semantic Construction with Graphs
Neanex - Semantic Construction with GraphsNeo4j
 
Neo4j 4.1 overview
Neo4j 4.1 overviewNeo4j 4.1 overview
Neo4j 4.1 overviewNeo4j
 
Full Stack Graph in the Cloud
Full Stack Graph in the CloudFull Stack Graph in the Cloud
Full Stack Graph in the CloudNeo4j
 
A Universe of Knowledge Graphs
A Universe of Knowledge GraphsA Universe of Knowledge Graphs
A Universe of Knowledge GraphsNeo4j
 
The Case for Graphs in Supply Chains
The Case for Graphs in Supply ChainsThe Case for Graphs in Supply Chains
The Case for Graphs in Supply ChainsNeo4j
 
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data Science
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data ScienceGet Started with the Most Advanced Edition Yet of Neo4j Graph Data Science
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data ScienceNeo4j
 
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...Neo4j
 
Danish Business Authority: Explainability and causality in relation to ML Ops
Danish Business Authority: Explainability and causality in relation to ML OpsDanish Business Authority: Explainability and causality in relation to ML Ops
Danish Business Authority: Explainability and causality in relation to ML OpsNeo4j
 
Business Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachBusiness Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
 
Data Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshData Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshJeffrey T. Pollock
 
Amsterdam - The Neo4j Graph Data Platform Today & Tomorrow
Amsterdam - The Neo4j Graph Data Platform Today & TomorrowAmsterdam - The Neo4j Graph Data Platform Today & Tomorrow
Amsterdam - The Neo4j Graph Data Platform Today & TomorrowNeo4j
 
NOSQLEU - Graph Databases and Neo4j
NOSQLEU - Graph Databases and Neo4jNOSQLEU - Graph Databases and Neo4j
NOSQLEU - Graph Databases and Neo4jTobias Lindaaker
 
Intro to Neo4j presentation
Intro to Neo4j presentationIntro to Neo4j presentation
Intro to Neo4j presentationjexp
 
Graph database Use Cases
Graph database Use CasesGraph database Use Cases
Graph database Use CasesMax De Marzi
 

Tendances (20)

Introduction to Graph Databases
Introduction to Graph DatabasesIntroduction to Graph Databases
Introduction to Graph Databases
 
How Graph Algorithms Answer your Business Questions in Banking and Beyond
How Graph Algorithms Answer your Business Questions in Banking and BeyondHow Graph Algorithms Answer your Business Questions in Banking and Beyond
How Graph Algorithms Answer your Business Questions in Banking and Beyond
 
The ABCs of Treating Data as Product
The ABCs of Treating Data as ProductThe ABCs of Treating Data as Product
The ABCs of Treating Data as Product
 
The Knowledge Graph Explosion
The Knowledge Graph ExplosionThe Knowledge Graph Explosion
The Knowledge Graph Explosion
 
Neo4j Graph Platform Overview, Kurt Freytag, Neo4j
Neo4j Graph Platform Overview, Kurt Freytag, Neo4jNeo4j Graph Platform Overview, Kurt Freytag, Neo4j
Neo4j Graph Platform Overview, Kurt Freytag, Neo4j
 
Workshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceWorkshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data Science
 
Neanex - Semantic Construction with Graphs
Neanex - Semantic Construction with GraphsNeanex - Semantic Construction with Graphs
Neanex - Semantic Construction with Graphs
 
Neo4j 4.1 overview
Neo4j 4.1 overviewNeo4j 4.1 overview
Neo4j 4.1 overview
 
Full Stack Graph in the Cloud
Full Stack Graph in the CloudFull Stack Graph in the Cloud
Full Stack Graph in the Cloud
 
A Universe of Knowledge Graphs
A Universe of Knowledge GraphsA Universe of Knowledge Graphs
A Universe of Knowledge Graphs
 
The Case for Graphs in Supply Chains
The Case for Graphs in Supply ChainsThe Case for Graphs in Supply Chains
The Case for Graphs in Supply Chains
 
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data Science
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data ScienceGet Started with the Most Advanced Edition Yet of Neo4j Graph Data Science
Get Started with the Most Advanced Edition Yet of Neo4j Graph Data Science
 
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
 
Danish Business Authority: Explainability and causality in relation to ML Ops
Danish Business Authority: Explainability and causality in relation to ML OpsDanish Business Authority: Explainability and causality in relation to ML Ops
Danish Business Authority: Explainability and causality in relation to ML Ops
 
Business Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachBusiness Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected Approach
 
Data Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshData Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to Mesh
 
Amsterdam - The Neo4j Graph Data Platform Today & Tomorrow
Amsterdam - The Neo4j Graph Data Platform Today & TomorrowAmsterdam - The Neo4j Graph Data Platform Today & Tomorrow
Amsterdam - The Neo4j Graph Data Platform Today & Tomorrow
 
NOSQLEU - Graph Databases and Neo4j
NOSQLEU - Graph Databases and Neo4jNOSQLEU - Graph Databases and Neo4j
NOSQLEU - Graph Databases and Neo4j
 
Intro to Neo4j presentation
Intro to Neo4j presentationIntro to Neo4j presentation
Intro to Neo4j presentation
 
Graph database Use Cases
Graph database Use CasesGraph database Use Cases
Graph database Use Cases
 

Similaire à Graph-Based Customer Journey Analytics with Neo4j

SXSW_Synthesis for Business Transformation
SXSW_Synthesis for Business Transformation SXSW_Synthesis for Business Transformation
SXSW_Synthesis for Business Transformation James Tantaro
 
The Digital Customer Experience: Why the Future of the Communications Industr...
The Digital Customer Experience: Why the Future of the Communications Industr...The Digital Customer Experience: Why the Future of the Communications Industr...
The Digital Customer Experience: Why the Future of the Communications Industr...Brian Solis
 
Digital transformation starts with the patient journey final 04212021
Digital transformation starts with the patient journey final 04212021Digital transformation starts with the patient journey final 04212021
Digital transformation starts with the patient journey final 04212021Lisa Crymes
 
The Key Elements of Customer Journey Mapping
The Key Elements of Customer Journey MappingThe Key Elements of Customer Journey Mapping
The Key Elements of Customer Journey MappingPublisto Ltd.
 
Veryday Future CXpectations whitepaper
Veryday Future CXpectations whitepaperVeryday Future CXpectations whitepaper
Veryday Future CXpectations whitepaperStefan Moritz
 
Customer journey management system
Customer journey management systemCustomer journey management system
Customer journey management systemFuturelab
 
7 Major CX Challenges You Can Solve Today With Customer Journey Analytics
7 Major CX Challenges You Can Solve Today With Customer Journey Analytics7 Major CX Challenges You Can Solve Today With Customer Journey Analytics
7 Major CX Challenges You Can Solve Today With Customer Journey AnalyticsPointillist
 
Approaches to journey mapping
Approaches to journey mappingApproaches to journey mapping
Approaches to journey mappingValerie Peck
 
How to Build Your CX Vision
How to Build Your CX VisionHow to Build Your CX Vision
How to Build Your CX VisionQualtrics
 
Customer Journey Mapping Introduction En
Customer Journey Mapping Introduction EnCustomer Journey Mapping Introduction En
Customer Journey Mapping Introduction Enkathyvandelaar
 
Eight Success Factors of Digital Transformation by Brian Solis
 Eight Success Factors of Digital Transformation by Brian Solis Eight Success Factors of Digital Transformation by Brian Solis
Eight Success Factors of Digital Transformation by Brian SolisBrian Solis
 
Web Analytics Wednesday April 2020 - Customer Journey Mapping
Web Analytics Wednesday April 2020 - Customer Journey MappingWeb Analytics Wednesday April 2020 - Customer Journey Mapping
Web Analytics Wednesday April 2020 - Customer Journey MappingJason Packer
 
Putting customer experience at the heart of your digital transformation
Putting customer experience at the heart of your digital transformationPutting customer experience at the heart of your digital transformation
Putting customer experience at the heart of your digital transformationDigital Works Consulting
 
StephenAris_examples
StephenAris_examplesStephenAris_examples
StephenAris_examplespm2120600
 
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdf
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdfELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdf
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdfJOYCEANNPALAMING
 
Άννα Καραδημητρίου, 6th Digital Banking Forum
Άννα Καραδημητρίου, 6th Digital Banking ForumΆννα Καραδημητρίου, 6th Digital Banking Forum
Άννα Καραδημητρίου, 6th Digital Banking ForumStarttech Ventures
 
Effectiveness of CRM programme in sbi
Effectiveness of CRM programme in sbiEffectiveness of CRM programme in sbi
Effectiveness of CRM programme in sbiEguardian India
 
Beyond the customer journey
Beyond the customer journeyBeyond the customer journey
Beyond the customer journeyLivework Studio
 

Similaire à Graph-Based Customer Journey Analytics with Neo4j (20)

SXSW_Synthesis for Business Transformation
SXSW_Synthesis for Business Transformation SXSW_Synthesis for Business Transformation
SXSW_Synthesis for Business Transformation
 
The Digital Customer Experience: Why the Future of the Communications Industr...
The Digital Customer Experience: Why the Future of the Communications Industr...The Digital Customer Experience: Why the Future of the Communications Industr...
The Digital Customer Experience: Why the Future of the Communications Industr...
 
Digital transformation starts with the patient journey final 04212021
Digital transformation starts with the patient journey final 04212021Digital transformation starts with the patient journey final 04212021
Digital transformation starts with the patient journey final 04212021
 
The Key Elements of Customer Journey Mapping
The Key Elements of Customer Journey MappingThe Key Elements of Customer Journey Mapping
The Key Elements of Customer Journey Mapping
 
JA13_Rennie
JA13_RennieJA13_Rennie
JA13_Rennie
 
Veryday Future CXpectations whitepaper
Veryday Future CXpectations whitepaperVeryday Future CXpectations whitepaper
Veryday Future CXpectations whitepaper
 
Customer journey management system
Customer journey management systemCustomer journey management system
Customer journey management system
 
7 Major CX Challenges You Can Solve Today With Customer Journey Analytics
7 Major CX Challenges You Can Solve Today With Customer Journey Analytics7 Major CX Challenges You Can Solve Today With Customer Journey Analytics
7 Major CX Challenges You Can Solve Today With Customer Journey Analytics
 
Approaches to journey mapping
Approaches to journey mappingApproaches to journey mapping
Approaches to journey mapping
 
CXP
CXP CXP
CXP
 
How to Build Your CX Vision
How to Build Your CX VisionHow to Build Your CX Vision
How to Build Your CX Vision
 
Customer Journey Mapping Introduction En
Customer Journey Mapping Introduction EnCustomer Journey Mapping Introduction En
Customer Journey Mapping Introduction En
 
Eight Success Factors of Digital Transformation by Brian Solis
 Eight Success Factors of Digital Transformation by Brian Solis Eight Success Factors of Digital Transformation by Brian Solis
Eight Success Factors of Digital Transformation by Brian Solis
 
Web Analytics Wednesday April 2020 - Customer Journey Mapping
Web Analytics Wednesday April 2020 - Customer Journey MappingWeb Analytics Wednesday April 2020 - Customer Journey Mapping
Web Analytics Wednesday April 2020 - Customer Journey Mapping
 
Putting customer experience at the heart of your digital transformation
Putting customer experience at the heart of your digital transformationPutting customer experience at the heart of your digital transformation
Putting customer experience at the heart of your digital transformation
 
StephenAris_examples
StephenAris_examplesStephenAris_examples
StephenAris_examples
 
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdf
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdfELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdf
ELEC-6_CUSTOMER-ANALYTICS_MODULE-3.pdf
 
Άννα Καραδημητρίου, 6th Digital Banking Forum
Άννα Καραδημητρίου, 6th Digital Banking ForumΆννα Καραδημητρίου, 6th Digital Banking Forum
Άννα Καραδημητρίου, 6th Digital Banking Forum
 
Effectiveness of CRM programme in sbi
Effectiveness of CRM programme in sbiEffectiveness of CRM programme in sbi
Effectiveness of CRM programme in sbi
 
Beyond the customer journey
Beyond the customer journeyBeyond the customer journey
Beyond the customer journey
 

Plus de Neo4j

QIAGEN: Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
QIAGEN: Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansQIAGEN: Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
QIAGEN: Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansNeo4j
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityNeo4j
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Neo4j
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfNeo4j
 
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...Neo4j
 
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafos
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafosBBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafos
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafosNeo4j
 
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...Neo4j
 
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4j
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4jGraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4j
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4jNeo4j
 
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdf
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdfNeo4j_Exploring the Impact of Graph Technology on Financial Services.pdf
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdfNeo4j
 
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdf
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdfRabobank_Exploring the Impact of Graph Technology on Financial Services.pdf
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdfNeo4j
 
Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!Neo4j
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeNeo4j
 
Neo4j: Data Engineering for RAG (retrieval augmented generation)
Neo4j: Data Engineering for RAG (retrieval augmented generation)Neo4j: Data Engineering for RAG (retrieval augmented generation)
Neo4j: Data Engineering for RAG (retrieval augmented generation)Neo4j
 
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdf
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdfNeo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdf
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdfNeo4j
 
Enabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsEnabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsNeo4j
 
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdf
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdfNeo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdf
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdfNeo4j
 
Neo4j Jesus Barrasa The Art of the Possible with Graph
Neo4j Jesus Barrasa The Art of the Possible with GraphNeo4j Jesus Barrasa The Art of the Possible with Graph
Neo4j Jesus Barrasa The Art of the Possible with GraphNeo4j
 
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...SWIFT: Maintaining Critical Standards in the Financial Services Industry with...
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...Neo4j
 
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AI
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AIDeloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AI
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AINeo4j
 

Plus de Neo4j (20)

QIAGEN: Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
QIAGEN: Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansQIAGEN: Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
QIAGEN: Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered Sustainability
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdf
 
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...
ISDEFE - GraphSummit Madrid - ARETA: Aviation Real-Time Emissions Token Accre...
 
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafos
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafosBBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafos
BBVA - GraphSummit Madrid - Caso de éxito en BBVA: Optimizando con grafos
 
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...
Graph Everywhere - Josep Taruella - Por qué Graph Data Science en tus modelos...
 
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4j
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4jGraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4j
GraphSummit Madrid - Product Vision and Roadmap - Luis Salvador Neo4j
 
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdf
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdfNeo4j_Exploring the Impact of Graph Technology on Financial Services.pdf
Neo4j_Exploring the Impact of Graph Technology on Financial Services.pdf
 
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdf
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdfRabobank_Exploring the Impact of Graph Technology on Financial Services.pdf
Rabobank_Exploring the Impact of Graph Technology on Financial Services.pdf
 
Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG time
 
Neo4j: Data Engineering for RAG (retrieval augmented generation)
Neo4j: Data Engineering for RAG (retrieval augmented generation)Neo4j: Data Engineering for RAG (retrieval augmented generation)
Neo4j: Data Engineering for RAG (retrieval augmented generation)
 
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdf
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdfNeo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdf
Neo4j Graph Summit 2024 Workshop - EMEA - Breda_and_Munchen.pdf
 
Enabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsEnabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge Graphs
 
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdf
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdfNeo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdf
Neo4j_Anurag Tandon_Product Vision and Roadmap.Benelux.pptx.pdf
 
Neo4j Jesus Barrasa The Art of the Possible with Graph
Neo4j Jesus Barrasa The Art of the Possible with GraphNeo4j Jesus Barrasa The Art of the Possible with Graph
Neo4j Jesus Barrasa The Art of the Possible with Graph
 
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...SWIFT: Maintaining Critical Standards in the Financial Services Industry with...
SWIFT: Maintaining Critical Standards in the Financial Services Industry with...
 
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AI
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AIDeloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AI
Deloitte & Red Cross: Talk to your data with Knowledge-enriched Generative AI
 

Dernier

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 

Dernier (20)

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 

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