SlideShare a Scribd company logo
1 of 28
Download to read offline
Introducing Neo4j
The Leading Platform for Connected Data
Agenda
• About Neo4j
• How to Succeed in the Age of Connected Data
• Connected Data in Supply Chain
• Deep Dive with DZee Solutions
Neo4j - The Graph Company
720+
7/10
12/2
5
8/10
53K+
100+
270+
450+
Adoption
Top Retail Firms
Top Financial Firms
Top Software Vendors
Customers Partners
• Creator of the Neo4j Graph Platform
• ~200 employees
• HQ in Silicon Valley, other offices include
London, Munich, Paris and Malmö
(Sweden)
• $80M in funding from Fidelity, Sunstone,
Conor, Creandum, and Greenbridge
Capital
• Over 10M+ downloads
• 270+ enterprise subscription customers
with over half with >$1B in revenue
Ecosystem
Startups in program
Enterprise customers
Partners
Meet up members
Events per year
Industry’s Largest Dedicated Investment in Graphs
2010 2011 2012 2013 2015 2017
Invented Cypher -
Leading language
for graph queries
First open source GA
version of a property
graph database
O’Reilly Graph
Database —
first definitive
book for graph
professionals
Introduced
labels to
simplify graph
modeling
openCypher Project
— open sourced
Cypher to create the
de facto standard
Launched
industry’s
first Graph
Platform
Neo4j — The Graph Technology Pioneer
2014
Visual Graph
Query Browser
2016
Causal
Consistency for
Graphs
Neo4j — Changing the World
ICIJ used Neo4j to uncover the world’s largest
journalistic leak to date, The Panama Papers,
exposing criminals, corruption and extensive
tax evasion.
The US space agency uses Neo4j for their
“Lessons Learned” database to connect
information to improve search ability
effectiveness in space mission.
eBay uses Neo4j to enable machine
learning through knowledge graphs
powering “conversational commerce”.
Knowledge Graph for AIFraud Detection Knowledge Graph for humans
6
• Record “Cyber Monday” sales
• About 35M daily transactions
• Each transaction is 3-22 hops
• Queries executed in 4ms or less
• Replaced IBM Websphere commerce
• 300M pricing operations per day
• 10x transaction throughput on half the
hardware compared to Oracle
• Replaced Oracle database
• Large postal service with over 500k
employees
• Neo4j routes 7M+ packages daily at peak,
with peaks of 5,000+ routing operations per
second.
Handling Large Graph Work Loads for ERP
Real-time promotion
recommendations
Marriott’s Real-time
Pricing Engine
Handling Package
Routing in Real-Time
How to Succeed in the
Age of Connected Data
8
Major Forces in a Data-Driven World
2x growth in Data every 3 years
Data Volumes1
People, Processes, Assets,
Devices are Increasingly Related
Rise in Connectedness in Data
2
The Rise of Connections in Data
Networks of People
Know
s
Knows
Knows
Knows
Business Processes
Bought
Bought
Viewed
Returned
Bought
Systems & Networks
Tags
Lives_in
Accesse
s
Likes
Works
Devices
E.g., Risk management, Supply
chain, Payments
E.g., Employees, Customers,
Suppliers, Partners,
Influencers
E.g., ID Management, RFID,
Devices & IoT, Supply Chain
Data connections are increasing as rapidly as data volumes
10
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
10M+
Downloads
3M+ from Neo4j Distribution
7M+ from Docker
Events
400+
Approximate Number of
Neo4j Events per Year
50k+
Meetups
Number of Meetup
Members Globally
Largest pool of graph technologists
50k+
Trained/certified Neo4j
professionals
Trained Developers
12
Network Complexity in Supply Chains
•Customer experience & service demands (faster, less breakage, free shipping, transparency)
• Omni-channel- Difficult for revenue forecasting and management
• Labor shortages (drivers) / Sharing economy
• Last mile efficiencies (low cost, high service)
•Technology
• Next wave digital technology hype (IoT, robotics, blockchain, 3D printing) but remain flexible to adapt quickly
• Cyber security
•Transparency and Orchestration of services
• Inventory spread across too many locations
• Visibility into inventory mgmt, no coordination between warehouses, stores and even sales (Data Integration)
• No product traceability especially in medicine and agriculture
•Globalization
• Regulations (Intl, Fed, State, Local)
• Handling goods, data, services
13
2018 SCM challenges
Neo4j
The Leading Platform for Connected Data
Graph
Transactions
Graph
Analytics
Data Integration
Development
& Admin
Analytics
Tooling
Drivers & APIs Discovery & Visualization
Developers
Admins
Applications Business Users
Data Analysts
Data Scientists
Development &
Administration
Analytics
Tooling
Graph
Analytics
Graph
Transactions
Data Integration
Discovery & VisualizationDrivers & APIs
AI
Neo4j Database 3.3
• 50% faster writes
• Real-time transactions
and traversal applications
The Neo4j Graph Platform surrounds Neo4j 3.3
Neo4j Desktop, the developers’
mission control console
• Free, registered local license
of Enterprise Edition
• APOC library installer
• Algorithm library installer
Data Integration
• Neo4j ETL reveals RDBMS
hidden relationships upon
importing to graph
• Data Importer for fast data
ingestion
• Data Lake integrator materializes
graphs from Apache Hadoop,
Hive and Spark
Graph Analytics
• Graph Algorithms support
PageRank, Centrality and
Path Finding
• Cypher for Apache Spark
from openCypher.org
supports graph composition
(sub-graphs) and algorithm
chaining
Discovery & Visualization
• Integration with popular
visualization vendors
• Neo4j Browser and custom
visualizations allow graph
exploration
Bolt, GraphQL, Java and more
• Secure, Causal Clustering
• High-speed analytic processing
• On-prem, Docker & cloud delivery
Connects Roles, Processes & Systems That Surround Data Hub
Data Scientists
Real-time
Graph traversal
Applications
Developers
& Prod Mgrs
Analysts and
Business Users
Big Data IT &
Architecture
ID, Auth & Security
Network & IT Ops
Metadata
Management
360⁰
Marketing
Customer 360
Real-time
Cybersecurity
Chief Officers of …
Compliance, Data, Digital,
Information, Innovation,
Marketing, Operations, Risk &
Security…
Neo4j Advantages
18
Store / Retrieve
Native Graph Architecture Advantage
Load Data
Store / Retrieve
Native Graph Architecture Advantage
Load Data
Actionable InsightsStore / Retrieve
Neo4j reveals
connections in your
data
Native Graph Architecture Advantage
Index-free adjacency ensures lightning-
fast retrieval of data and relationships
Native Graph Architecture Advantage
Index free adjacency
Unlike other database models Neo4j
connects data as it is stored
• Operational workloads
• Analytics workloads
Real-time Transactional
and Analytic Processing • Interactive graph exploration
• Graph representation of data
Discovery and Visualization
• Native property graph model
• Dynamic schema
Agility
• Cypher - Declarative query language
• Procedural language extensions
• Worldwide developer community
Developer Productivity
• 10x less CPU with index-free adjacency
• 10x less hardware than other platforms
Hardware efficiency
Neo4j: Graph Platform Benefits
Performance
• Index-free adjacency
• Millions of hops per
second
1
2
3
4
5
6
Key Architecture Components
Index-Free Adjacency
In memory and on flash/disk
vs
ACID Foundation
Required for safe writes
Full-Stack Clustering
Causal consistency
Language, Drivers, Tooling
Developer Experience,
Graph Efficiency, Type Safety
Graph Engine
Cost-Based Optimizer, Graph
Statistics, Cypher Runtime
Hardware Optimizations
For next-gen infrastructure
How Neo4j Fits — Common Architecture Patterns
From Disparate Silos
To Cross-Silo Connections
From Tabular Data
To Connected Data
From Data Lake Analytics
to Real-Time Operations
How Neo4j Differentiates from other Databases
Visualization
Queries
Processing
Storage
Non-Native Graph DBNative Graph DB
RDBM
S
Optimized for graph workloads
Case Studies
Some examples from our customers
Real World Implementation
A Connections First Approach to Supply Chain
Management
Ashwin Pingali
CTO, Apps Consultants Inc.

More Related Content

What's hot

Introducing Neo4j
Introducing Neo4jIntroducing Neo4j
Introducing Neo4jNeo4j
 
Neo4j 4 Overview
Neo4j 4 OverviewNeo4j 4 Overview
Neo4j 4 OverviewNeo4j
 
Workshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceWorkshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceNeo4j
 
Getting Started with Knowledge Graphs
Getting Started with Knowledge GraphsGetting Started with Knowledge Graphs
Getting Started with Knowledge GraphsPeter Haase
 
Neo4j Graph Use Cases, Bruno Ungermann, Neo4j
Neo4j Graph Use Cases, Bruno Ungermann, Neo4jNeo4j Graph Use Cases, Bruno Ungermann, Neo4j
Neo4j Graph Use Cases, Bruno Ungermann, Neo4jNeo4j
 
The Graph Database Universe: Neo4j Overview
The Graph Database Universe: Neo4j OverviewThe Graph Database Universe: Neo4j Overview
The Graph Database Universe: Neo4j OverviewNeo4j
 
Optimizing Your Supply Chain with the Neo4j Graph
Optimizing Your Supply Chain with the Neo4j GraphOptimizing Your Supply Chain with the Neo4j Graph
Optimizing Your Supply Chain with the Neo4j GraphNeo4j
 
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data InsightsModeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data InsightsNeo4j
 
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 Graph Introduction
Knowledge Graph IntroductionKnowledge Graph Introduction
Knowledge Graph IntroductionSören Auer
 
Supply Chain Twin Demo - Companion Deck
Supply Chain Twin Demo - Companion DeckSupply Chain Twin Demo - Companion Deck
Supply Chain Twin Demo - Companion DeckNeo4j
 
Graph Databases – Benefits and Risks
Graph Databases – Benefits and RisksGraph Databases – Benefits and Risks
Graph Databases – Benefits and RisksDATAVERSITY
 
Knowledge Graphs and Generative AI
Knowledge Graphs and Generative AIKnowledge Graphs and Generative AI
Knowledge Graphs and Generative AINeo4j
 
Intro to Neo4j
Intro to Neo4jIntro to Neo4j
Intro to Neo4jNeo4j
 
Data Modeling with Neo4j
Data Modeling with Neo4jData Modeling with Neo4j
Data Modeling with Neo4jNeo4j
 
Neo4J : Introduction to Graph Database
Neo4J : Introduction to Graph DatabaseNeo4J : Introduction to Graph Database
Neo4J : Introduction to Graph DatabaseMindfire Solutions
 
Intro to Graphs and Neo4j
Intro to Graphs and Neo4jIntro to Graphs and Neo4j
Intro to Graphs and Neo4jjexp
 
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital Factory
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital FactoryModeling Manufacturing With Graph Databases: A Journey Towards a Digital Factory
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital FactoryNeo4j
 
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptx
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptxNeo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptx
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptxNeo4j
 
Full Stack Graph in the Cloud
Full Stack Graph in the CloudFull Stack Graph in the Cloud
Full Stack Graph in the CloudNeo4j
 

What's hot (20)

Introducing Neo4j
Introducing Neo4jIntroducing Neo4j
Introducing Neo4j
 
Neo4j 4 Overview
Neo4j 4 OverviewNeo4j 4 Overview
Neo4j 4 Overview
 
Workshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data ScienceWorkshop - Neo4j Graph Data Science
Workshop - Neo4j Graph Data Science
 
Getting Started with Knowledge Graphs
Getting Started with Knowledge GraphsGetting Started with Knowledge Graphs
Getting Started with Knowledge Graphs
 
Neo4j Graph Use Cases, Bruno Ungermann, Neo4j
Neo4j Graph Use Cases, Bruno Ungermann, Neo4jNeo4j Graph Use Cases, Bruno Ungermann, Neo4j
Neo4j Graph Use Cases, Bruno Ungermann, Neo4j
 
The Graph Database Universe: Neo4j Overview
The Graph Database Universe: Neo4j OverviewThe Graph Database Universe: Neo4j Overview
The Graph Database Universe: Neo4j Overview
 
Optimizing Your Supply Chain with the Neo4j Graph
Optimizing Your Supply Chain with the Neo4j GraphOptimizing Your Supply Chain with the Neo4j Graph
Optimizing Your Supply Chain with the Neo4j Graph
 
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data InsightsModeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
 
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 Graph Introduction
Knowledge Graph IntroductionKnowledge Graph Introduction
Knowledge Graph Introduction
 
Supply Chain Twin Demo - Companion Deck
Supply Chain Twin Demo - Companion DeckSupply Chain Twin Demo - Companion Deck
Supply Chain Twin Demo - Companion Deck
 
Graph Databases – Benefits and Risks
Graph Databases – Benefits and RisksGraph Databases – Benefits and Risks
Graph Databases – Benefits and Risks
 
Knowledge Graphs and Generative AI
Knowledge Graphs and Generative AIKnowledge Graphs and Generative AI
Knowledge Graphs and Generative AI
 
Intro to Neo4j
Intro to Neo4jIntro to Neo4j
Intro to Neo4j
 
Data Modeling with Neo4j
Data Modeling with Neo4jData Modeling with Neo4j
Data Modeling with Neo4j
 
Neo4J : Introduction to Graph Database
Neo4J : Introduction to Graph DatabaseNeo4J : Introduction to Graph Database
Neo4J : Introduction to Graph Database
 
Intro to Graphs and Neo4j
Intro to Graphs and Neo4jIntro to Graphs and Neo4j
Intro to Graphs and Neo4j
 
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital Factory
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital FactoryModeling Manufacturing With Graph Databases: A Journey Towards a Digital Factory
Modeling Manufacturing With Graph Databases: A Journey Towards a Digital Factory
 
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptx
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptxNeo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptx
Neo4j GraphSummit London March 2023 Emil Eifrem Keynote.pptx
 
Full Stack Graph in the Cloud
Full Stack Graph in the CloudFull Stack Graph in the Cloud
Full Stack Graph in the Cloud
 

Similar to Leading Platform for Connected Data

GraphTalks Rome - Introducing Neo4j
GraphTalks Rome - Introducing Neo4jGraphTalks Rome - Introducing Neo4j
GraphTalks Rome - Introducing Neo4jNeo4j
 
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4j
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4jNeo4j GraphTalks - Introduction to GraphDatabases and Neo4j
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4jNeo4j
 
Introduction to Neo4j
Introduction to Neo4jIntroduction to Neo4j
Introduction to Neo4jNeo4j
 
Neo4j GraphDay Seattle- Sept19- Connected data imperative
Neo4j GraphDay Seattle- Sept19- Connected data imperativeNeo4j GraphDay Seattle- Sept19- Connected data imperative
Neo4j GraphDay Seattle- Sept19- Connected data imperativeNeo4j
 
GraphTalks - Einführung
GraphTalks - EinführungGraphTalks - Einführung
GraphTalks - EinführungNeo4j
 
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph Platform
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph PlatformNeo4j GraphTalk Florence - Introduction to the Neo4j Graph Platform
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph PlatformNeo4j
 
Neo4j GraphTalk Frankfurt - Identity und Access Management
Neo4j GraphTalk Frankfurt - Identity und Access ManagementNeo4j GraphTalk Frankfurt - Identity und Access Management
Neo4j GraphTalk Frankfurt - Identity und Access ManagementNeo4j
 
Neo4j the Anti Crime Database
Neo4j the Anti Crime DatabaseNeo4j the Anti Crime Database
Neo4j the Anti Crime DatabaseNeo4j
 
Beyond Big Data: Leverage Large-Scale Connections
Beyond Big Data: Leverage Large-Scale ConnectionsBeyond Big Data: Leverage Large-Scale Connections
Beyond Big Data: Leverage Large-Scale ConnectionsNeo4j
 
Graphs in Life Sciences
Graphs in Life SciencesGraphs in Life Sciences
Graphs in Life SciencesNeo4j
 
Knowledge Graphs Webinar- 11/7/2017
Knowledge Graphs Webinar- 11/7/2017Knowledge Graphs Webinar- 11/7/2017
Knowledge Graphs Webinar- 11/7/2017Neo4j
 
Introduction to Neo4j
Introduction to Neo4jIntroduction to Neo4j
Introduction to Neo4jNeo4j
 
Digital Business Transformation for Energy & Utility company
Digital Business Transformation for Energy & Utility companyDigital Business Transformation for Energy & Utility company
Digital Business Transformation for Energy & Utility companyIlham Ahmed
 
Connecta Event: Big Query och dataanalys med Google Cloud Platform
Connecta Event: Big Query och dataanalys med Google Cloud PlatformConnecta Event: Big Query och dataanalys med Google Cloud Platform
Connecta Event: Big Query och dataanalys med Google Cloud PlatformConnectaDigital
 
Neo4j GraphTalks - Einführung in Graphdatenbanken
Neo4j GraphTalks - Einführung in GraphdatenbankenNeo4j GraphTalks - Einführung in Graphdatenbanken
Neo4j GraphTalks - Einführung in GraphdatenbankenNeo4j
 
GraphTalk Berlin - Einführung in Graphdatenbanken
GraphTalk Berlin - Einführung in GraphdatenbankenGraphTalk Berlin - Einführung in Graphdatenbanken
GraphTalk Berlin - Einführung in GraphdatenbankenNeo4j
 
GraphTalk München - Einführung in Graphdatenbanken und Neo4j
GraphTalk München - Einführung in Graphdatenbanken und Neo4jGraphTalk München - Einführung in Graphdatenbanken und Neo4j
GraphTalk München - Einführung in Graphdatenbanken und Neo4jNeo4j
 
A Key to Real-time Insights in a Post-COVID World (ASEAN)
A Key to Real-time Insights in a Post-COVID World (ASEAN)A Key to Real-time Insights in a Post-COVID World (ASEAN)
A Key to Real-time Insights in a Post-COVID World (ASEAN)Denodo
 
Keynote: GraphTour Toronto
Keynote: GraphTour TorontoKeynote: GraphTour Toronto
Keynote: GraphTour TorontoNeo4j
 
Neo4j GraphTalks Zürich - Einführung
Neo4j GraphTalks Zürich - EinführungNeo4j GraphTalks Zürich - Einführung
Neo4j GraphTalks Zürich - EinführungNeo4j
 

Similar to Leading Platform for Connected Data (20)

GraphTalks Rome - Introducing Neo4j
GraphTalks Rome - Introducing Neo4jGraphTalks Rome - Introducing Neo4j
GraphTalks Rome - Introducing Neo4j
 
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4j
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4jNeo4j GraphTalks - Introduction to GraphDatabases and Neo4j
Neo4j GraphTalks - Introduction to GraphDatabases and Neo4j
 
Introduction to Neo4j
Introduction to Neo4jIntroduction to Neo4j
Introduction to Neo4j
 
Neo4j GraphDay Seattle- Sept19- Connected data imperative
Neo4j GraphDay Seattle- Sept19- Connected data imperativeNeo4j GraphDay Seattle- Sept19- Connected data imperative
Neo4j GraphDay Seattle- Sept19- Connected data imperative
 
GraphTalks - Einführung
GraphTalks - EinführungGraphTalks - Einführung
GraphTalks - Einführung
 
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph Platform
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph PlatformNeo4j GraphTalk Florence - Introduction to the Neo4j Graph Platform
Neo4j GraphTalk Florence - Introduction to the Neo4j Graph Platform
 
Neo4j GraphTalk Frankfurt - Identity und Access Management
Neo4j GraphTalk Frankfurt - Identity und Access ManagementNeo4j GraphTalk Frankfurt - Identity und Access Management
Neo4j GraphTalk Frankfurt - Identity und Access Management
 
Neo4j the Anti Crime Database
Neo4j the Anti Crime DatabaseNeo4j the Anti Crime Database
Neo4j the Anti Crime Database
 
Beyond Big Data: Leverage Large-Scale Connections
Beyond Big Data: Leverage Large-Scale ConnectionsBeyond Big Data: Leverage Large-Scale Connections
Beyond Big Data: Leverage Large-Scale Connections
 
Graphs in Life Sciences
Graphs in Life SciencesGraphs in Life Sciences
Graphs in Life Sciences
 
Knowledge Graphs Webinar- 11/7/2017
Knowledge Graphs Webinar- 11/7/2017Knowledge Graphs Webinar- 11/7/2017
Knowledge Graphs Webinar- 11/7/2017
 
Introduction to Neo4j
Introduction to Neo4jIntroduction to Neo4j
Introduction to Neo4j
 
Digital Business Transformation for Energy & Utility company
Digital Business Transformation for Energy & Utility companyDigital Business Transformation for Energy & Utility company
Digital Business Transformation for Energy & Utility company
 
Connecta Event: Big Query och dataanalys med Google Cloud Platform
Connecta Event: Big Query och dataanalys med Google Cloud PlatformConnecta Event: Big Query och dataanalys med Google Cloud Platform
Connecta Event: Big Query och dataanalys med Google Cloud Platform
 
Neo4j GraphTalks - Einführung in Graphdatenbanken
Neo4j GraphTalks - Einführung in GraphdatenbankenNeo4j GraphTalks - Einführung in Graphdatenbanken
Neo4j GraphTalks - Einführung in Graphdatenbanken
 
GraphTalk Berlin - Einführung in Graphdatenbanken
GraphTalk Berlin - Einführung in GraphdatenbankenGraphTalk Berlin - Einführung in Graphdatenbanken
GraphTalk Berlin - Einführung in Graphdatenbanken
 
GraphTalk München - Einführung in Graphdatenbanken und Neo4j
GraphTalk München - Einführung in Graphdatenbanken und Neo4jGraphTalk München - Einführung in Graphdatenbanken und Neo4j
GraphTalk München - Einführung in Graphdatenbanken und Neo4j
 
A Key to Real-time Insights in a Post-COVID World (ASEAN)
A Key to Real-time Insights in a Post-COVID World (ASEAN)A Key to Real-time Insights in a Post-COVID World (ASEAN)
A Key to Real-time Insights in a Post-COVID World (ASEAN)
 
Keynote: GraphTour Toronto
Keynote: GraphTour TorontoKeynote: GraphTour Toronto
Keynote: GraphTour Toronto
 
Neo4j GraphTalks Zürich - Einführung
Neo4j GraphTalks Zürich - EinführungNeo4j GraphTalks Zürich - Einführung
Neo4j GraphTalks Zürich - Einführung
 

More from Neo4j

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...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
 

More from Neo4j (20)

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
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
 

Recently uploaded

Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 

Recently uploaded (20)

Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 

Leading Platform for Connected Data

  • 1. Introducing Neo4j The Leading Platform for Connected Data
  • 2. Agenda • About Neo4j • How to Succeed in the Age of Connected Data • Connected Data in Supply Chain • Deep Dive with DZee Solutions
  • 3. Neo4j - The Graph Company 720+ 7/10 12/2 5 8/10 53K+ 100+ 270+ 450+ Adoption Top Retail Firms Top Financial Firms Top Software Vendors Customers Partners • Creator of the Neo4j Graph Platform • ~200 employees • HQ in Silicon Valley, other offices include London, Munich, Paris and Malmö (Sweden) • $80M in funding from Fidelity, Sunstone, Conor, Creandum, and Greenbridge Capital • Over 10M+ downloads • 270+ enterprise subscription customers with over half with >$1B in revenue Ecosystem Startups in program Enterprise customers Partners Meet up members Events per year Industry’s Largest Dedicated Investment in Graphs
  • 4. 2010 2011 2012 2013 2015 2017 Invented Cypher - Leading language for graph queries First open source GA version of a property graph database O’Reilly Graph Database — first definitive book for graph professionals Introduced labels to simplify graph modeling openCypher Project — open sourced Cypher to create the de facto standard Launched industry’s first Graph Platform Neo4j — The Graph Technology Pioneer 2014 Visual Graph Query Browser 2016 Causal Consistency for Graphs
  • 5. Neo4j — Changing the World ICIJ used Neo4j to uncover the world’s largest journalistic leak to date, The Panama Papers, exposing criminals, corruption and extensive tax evasion. The US space agency uses Neo4j for their “Lessons Learned” database to connect information to improve search ability effectiveness in space mission. eBay uses Neo4j to enable machine learning through knowledge graphs powering “conversational commerce”. Knowledge Graph for AIFraud Detection Knowledge Graph for humans
  • 6. 6 • Record “Cyber Monday” sales • About 35M daily transactions • Each transaction is 3-22 hops • Queries executed in 4ms or less • Replaced IBM Websphere commerce • 300M pricing operations per day • 10x transaction throughput on half the hardware compared to Oracle • Replaced Oracle database • Large postal service with over 500k employees • Neo4j routes 7M+ packages daily at peak, with peaks of 5,000+ routing operations per second. Handling Large Graph Work Loads for ERP Real-time promotion recommendations Marriott’s Real-time Pricing Engine Handling Package Routing in Real-Time
  • 7. How to Succeed in the Age of Connected Data
  • 8. 8 Major Forces in a Data-Driven World 2x growth in Data every 3 years Data Volumes1 People, Processes, Assets, Devices are Increasingly Related Rise in Connectedness in Data 2
  • 9. The Rise of Connections in Data Networks of People Know s Knows Knows Knows Business Processes Bought Bought Viewed Returned Bought Systems & Networks Tags Lives_in Accesse s Likes Works Devices E.g., Risk management, Supply chain, Payments E.g., Employees, Customers, Suppliers, Partners, Influencers E.g., ID Management, RFID, Devices & IoT, Supply Chain Data connections are increasing as rapidly as data volumes
  • 10. 10 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
  • 11. 10M+ Downloads 3M+ from Neo4j Distribution 7M+ from Docker Events 400+ Approximate Number of Neo4j Events per Year 50k+ Meetups Number of Meetup Members Globally Largest pool of graph technologists 50k+ Trained/certified Neo4j professionals Trained Developers
  • 12. 12 Network Complexity in Supply Chains
  • 13. •Customer experience & service demands (faster, less breakage, free shipping, transparency) • Omni-channel- Difficult for revenue forecasting and management • Labor shortages (drivers) / Sharing economy • Last mile efficiencies (low cost, high service) •Technology • Next wave digital technology hype (IoT, robotics, blockchain, 3D printing) but remain flexible to adapt quickly • Cyber security •Transparency and Orchestration of services • Inventory spread across too many locations • Visibility into inventory mgmt, no coordination between warehouses, stores and even sales (Data Integration) • No product traceability especially in medicine and agriculture •Globalization • Regulations (Intl, Fed, State, Local) • Handling goods, data, services 13 2018 SCM challenges
  • 14. Neo4j The Leading Platform for Connected Data
  • 15. Graph Transactions Graph Analytics Data Integration Development & Admin Analytics Tooling Drivers & APIs Discovery & Visualization Developers Admins Applications Business Users Data Analysts Data Scientists
  • 16. Development & Administration Analytics Tooling Graph Analytics Graph Transactions Data Integration Discovery & VisualizationDrivers & APIs AI Neo4j Database 3.3 • 50% faster writes • Real-time transactions and traversal applications The Neo4j Graph Platform surrounds Neo4j 3.3 Neo4j Desktop, the developers’ mission control console • Free, registered local license of Enterprise Edition • APOC library installer • Algorithm library installer Data Integration • Neo4j ETL reveals RDBMS hidden relationships upon importing to graph • Data Importer for fast data ingestion • Data Lake integrator materializes graphs from Apache Hadoop, Hive and Spark Graph Analytics • Graph Algorithms support PageRank, Centrality and Path Finding • Cypher for Apache Spark from openCypher.org supports graph composition (sub-graphs) and algorithm chaining Discovery & Visualization • Integration with popular visualization vendors • Neo4j Browser and custom visualizations allow graph exploration Bolt, GraphQL, Java and more • Secure, Causal Clustering • High-speed analytic processing • On-prem, Docker & cloud delivery
  • 17. Connects Roles, Processes & Systems That Surround Data Hub Data Scientists Real-time Graph traversal Applications Developers & Prod Mgrs Analysts and Business Users Big Data IT & Architecture ID, Auth & Security Network & IT Ops Metadata Management 360⁰ Marketing Customer 360 Real-time Cybersecurity Chief Officers of … Compliance, Data, Digital, Information, Innovation, Marketing, Operations, Risk & Security…
  • 19. Store / Retrieve Native Graph Architecture Advantage
  • 20. Load Data Store / Retrieve Native Graph Architecture Advantage
  • 21. Load Data Actionable InsightsStore / Retrieve Neo4j reveals connections in your data Native Graph Architecture Advantage
  • 22. Index-free adjacency ensures lightning- fast retrieval of data and relationships Native Graph Architecture Advantage Index free adjacency Unlike other database models Neo4j connects data as it is stored
  • 23. • Operational workloads • Analytics workloads Real-time Transactional and Analytic Processing • Interactive graph exploration • Graph representation of data Discovery and Visualization • Native property graph model • Dynamic schema Agility • Cypher - Declarative query language • Procedural language extensions • Worldwide developer community Developer Productivity • 10x less CPU with index-free adjacency • 10x less hardware than other platforms Hardware efficiency Neo4j: Graph Platform Benefits Performance • Index-free adjacency • Millions of hops per second
  • 24. 1 2 3 4 5 6 Key Architecture Components Index-Free Adjacency In memory and on flash/disk vs ACID Foundation Required for safe writes Full-Stack Clustering Causal consistency Language, Drivers, Tooling Developer Experience, Graph Efficiency, Type Safety Graph Engine Cost-Based Optimizer, Graph Statistics, Cypher Runtime Hardware Optimizations For next-gen infrastructure
  • 25. How Neo4j Fits — Common Architecture Patterns From Disparate Silos To Cross-Silo Connections From Tabular Data To Connected Data From Data Lake Analytics to Real-Time Operations
  • 26. How Neo4j Differentiates from other Databases Visualization Queries Processing Storage Non-Native Graph DBNative Graph DB RDBM S Optimized for graph workloads
  • 27. Case Studies Some examples from our customers
  • 28. Real World Implementation A Connections First Approach to Supply Chain Management Ashwin Pingali CTO, Apps Consultants Inc.