3. 7/10
20/25
7/10
Adoption
Top
Retail Firms
Top
Financial Firms
Top
Software Vendors
Customers Partners
Neo4j - The Graph Company
The Industry’s Largest Dedicated Investment in Graphs
Creator of the Market Leading
Neo4j Graph Database Platform
~420 employees
HQ in Silicon Valley, other
offices include London, Munich,
Paris & Malmö
~550 Global Enterprise
Customers
have launched a Neo4j Trial
76% of the
Industry Leaders use Neo4j
4. The Rise of Connections in Data
Networks of People
Know
s
Knows
Knows
Knows
Business Processes
Bought
Bought
Viewed
Returned
Bought
Knowledge Networks
Plays
Lives_in
In_sport
Likes
Fan_of
Plays_for
Data connections are increasing as rapidly as data volumes
5. Harnessing Connections Drives Business Value
Enhanced Decision
Making
Hyper
Personalization
Massive Data
Integration
Data Driven Discovery
& Innovation
Product Recommendations
Personalized Health Care
Media and Advertising
Fraud Prevention
Network Analysis
Law Enforcement
Drug Discovery
Intelligence and Crime Detection
Product & Process Innovation
360 view of customer
Compliance
Optimize Operations
Connected Data at the Center
AI & Machine
Learning
Price optimization
Product Recommendations
Resource allocation
Digital Transformation Megatrends
6. Handling Large Graph Work Loads for Enterprises
Real-time promotion
recommendations
Marriott’s Real-time
Pricing Engine
Handling Package
Routing in Real-Time
7. Improving Analytics, ML & AI for Enterprises
Caterpillar’s AI Supply
Chain & Maintenance
German Center for
Diabetes Research (DZD)
Financial Fraud
Detection & Recovery Top 10
Bank
9. Neo4j is an enterprise-grade native graph database and tools:
• Store, reveal and query data relationships
• Traverse and analyze any levels of depth in real-time
• Add context and connect data to support emerging AI applications
Native Graph Technology
•
•
•
•
•
•
•
•
11. Graph Databases: Designed for Connected Data
TRADITIONAL
DATABASES
BIG DATA
TECHNOLOGY
Store and retrieve data Aggregate and filter data Connections in data
Real time storage & retrieval Real-Time Connected Insights
Long running queries
aggregation & filtering
“Our Neo4j solution is literally thousands of
times faster than the prior MySQL solution, with
queries that require 10-100 times less code”
Volker Pacher, Senior Developer
12. Graph databases: Designed for connected data
Connections in data
Real-Time Connected Insights
“Our Neo4j solution is literally thousands of
times faster than the prior MySQL solution, with
queries that require 10-100 times less code”
Volker Pacher, Senior Developer
Longer termbenefits:
● Ease of modelling
○ Natural fit for complex domains
○ Business savvy
○ Easy to understand and reason
● Model flexibility in an Agile world
○ Ease of maintenance
13. Immediate benefits
● Speed, speed, and more speed
○ enabling workloads that were thought
to be impossible before
○ real-time what was batch before
● hardware savings:
○ a few servers replacing
dozens/hundreds
● operational savings:
○ easier to run and operate
Connections in data
Real-Time Connected Insights
“Our Neo4j solution is literally thousands of
times faster than the prior MySQL solution, with
queries that require 10-100 times less code”
Volker Pacher, Senior Developer
Graph databases: Designed for connected data
24. Centralised or Decentralised
Centralised:
• more privacy sensitive
• easier to see anomalies and
detect potentially
dangerous situations
• more valuable to see
population-wide patterns,
as well as individual health
risk benefits
• more predictive value
Decentralised:
- less privacy sensitive
- limited views possible wrt
population-wide patterns
- immediate added value to
the individual and their
health risks
25. Graph theory & Contact tracing
•
Networks and epidemic
models