SlideShare ist ein Scribd-Unternehmen logo
1 von 22
Downloaden Sie, um offline zu lesen
© 2022 Neo4j, Inc. All rights reserved.
© 2022 Neo4j, Inc. All rights reserved.
1
The Data Platform for
Today’s Intelligent
Applications
© 2022 Neo4j, Inc. All rights reserved.
2
Worldwide supply chain problems
© 2022 Neo4j, Inc. All rights reserved.
3
Supply chain problems are data problems...
75%
938
of Fortune 1000 had a T1-2 supplier
impacted by the pandemic
Good forecasts are just
less bad forecasts
of executives aren’t confident in
their data quality
© 2022 Neo4j, Inc. All rights reserved.
Customer Relationship Management • Supply Chain Management • Manufacture Resource Planning • Finance • Human Resources
Ordering / Support / Customer 360 / Websites / Apps / Etc…
Data silos often hide
valuable context Partners Field/Sales Users Customers
4
• Organic evolution of systems
leads to rigid, often single-intent
data models
• Adapting for analytics, ML and
real-time decisioning is overly
complicated, time consuming
• Limited ability to see timely
patterns and trends that are not
already baked into the model
© 2022 Neo4j, Inc. All rights reserved.
5
Figuring out how to extract the deeper context from
data has led to disruptive business transformations
© 2022 Neo4j, Inc. All rights reserved.
Neo4j, Inc. All rights reserved 2022
6
Figuring out how to extract the deeper context from
data has led to disruptive business transformations
And it’s not just supply chains that
are transforming...
The rise of
social graphs
PageRank
revolutionizes
search
Secure and transparent
peer-to-peer
transactions
Personalization
Drug Discovery
© 2022 Neo4j, Inc. All rights reserved.
7
Graph technology unifies data relationships in a more
intuitive, connected state, unlocking deeper context
People
E.g., Employees, Customers,
Suppliers, Partners, Influencers
Transactions
E.g., Purchases, Payments,
Bookings, eCommerce
Knowledge
E.g. Enterprise / Domain content,
Risk Management, Supply Chain
Shifting from data-driven to intelligence-driven
© 2022 Neo4j, Inc. All rights reserved.
Graph technology is fueling discovery and
transformation in every field
Decision
Analysis
Customer
Experience
Data
Unification
Personalization Discovery
Fraud Prevention
Network Analysis
Forecasting
Patient/Customer Journey
Behavior Prediction
Data Disambiguation
Operations Optimization
Customers/Data 360
Compliance
Product Recommendations
Media and Advertising
Personalized Health
Drug Discovery
Product/Process Innovation
Intelligence & Security
8
© 2022 Neo4j, Inc. All rights reserved.
9
Since 2013
100m+ Neo4j Downloads
250k+ Community Members
Graph DB
Source: DB Engines
The Fastest Growing Database Market for a Decade
© 2022 Neo4j, Inc. All rights reserved.
Neo4j, Inc. All rights reserved 2022
“By 2025, graph technologies will be
used in 80% of data and analytics
innovations, up from 10% in 2021…”
10
Jim Hare et al., Understanding When Graph Analytics Are Best for Your Business Use Case, 10 Apr
2022.
© 2022 Neo4j, Inc. All rights reserved.
for Graph Data Platforms, Q4 2020
11
The Forrester Wave™
Neo4j: The Leader in a
Vibrant, Growing Market
11
© 2022 Neo4j, Inc. All rights reserved.
The Graph Data Platform
Market Leader
1 Enterprises with >$1B annual revenue
2
Source: DBEngines
● HQ in Silicon Valley, offices include Boston,
London, Paris & Malmö (R&D HQ)
● Over 300 Global Enterprise1
Customers
800+ Total Customers
● Category creator and leader in Graph
Databases, the fastest growing category2 in all
of data management
Funding
$390M
in 2021
700+
Employees
Growing at
50%+
YoY
100M+
Downloads
80%+
Active Developers YoY Growth
12
#1 Most Popular
Graph Database with Developers
200k+
Developers
© 2022 Neo4j, Inc. All rights reserved.
75+
Insurance
of the Top 10
8
Banks
of the Top 20
North American
20
Automakers
of the Top 10
8
Retailers
of the Top 10
7 Telcos
of the Top 10
7
Hotels
of the Top 5
3
Aircraft
Manufacturers
of the Top 5
3
Pharmaceuticals
of the Top 5
5
13
© 2022 Neo4j, Inc. All rights reserved.
14
Cloud
Global
Systems Integrators
Solutions
Technology
A Global Ecosystem of Partners
© 2022 Neo4j, Inc. All rights reserved.
15
The Neo4j Graph Data Platform
Analysts
Visualization
Other
Data Stores
Developers
Application Development
Data-Scientists
Predictions
Transactions Analytics
Graph Database Graph Data Science
Integrated AI/Machine
Learning
Data
Integrations
&
Connectors
Admin
Cypher
Drivers
&
APIs
Dev
Tools
Query
Browser
GraphQL
Application Layer: Digital Twin, Recommendation, Fraud Detection, Cybersecurity, …
Analytics & AI/Machine Learning Pipelines
© 2022 Neo4j, Inc. All rights reserved.
16
Market Leading Innovation & Capabilities
Scalability &
Performance
Neo4j Fabric delivers
unbounded graph size, with
linear write-through, and
constant read performance
SSO, Dedicated VPC,
fine grained Fine-
grained Role- and
Schema-based
Access Controls,
multiple compliance
accreditations
Robust Security
In-Memory
Graph Processing
Only market offering to
provide in-graph, massively
parallel algorithms, and
machine learning
capabilities
Operational &
Analytical Workloads
Mature graph-native
database architecture --
unique to Neo4j, provides
near real-time transactions,
ACID compliance, and
analytical processing
Transactions Analytics
© 2022 Neo4j, Inc. All rights reserved.
17
Built on battle-tested infrastructure
and trusted Neo4j platform
FAST FLEXIBLE RELIABLE EASY
Coming Soon
Fully-managed Cloud Service
17
© 2022 Neo4j, Inc. All rights reserved.
18
“Increasingly we’re learning
that you can make better
predictions about people by
getting all the information from
their friend and their friends’
friends than you can from the
information you have about the
person themselves.”
– Dr. James Fowler
© 2022 Neo4j, Inc. All rights reserved.
Graph Data Science
Rather than just crunching numbers like
traditional analytics, Graph Data Science
analyzes data relationships and data
structures...
... to produce answers, insights, and
predictions
19
© 2022 Neo4j, Inc. All rights reserved.
Neo4j, Inc. All rights reserved 2022
20
“By 2025, context-driven [i.e. graph]
analytics and AI models will replace
60% of existing models built on
traditional data.”
Top 10 Tech Trends in Data and Analytics 2022, 11 Mar 2022, Afraz Jaffri, et al.
© 2022 Neo4j, Inc. All rights reserved.
Neo4j: Powering Impactful Solutions Across Industries
21
Fraud Detection, AML
Concentration risk, Direction flows, Unusual
patterns to solve AML and fraud prevention
Use Neo4j in their AML and fraud practice
for their global clients sensitive about
security and reliability.
“...enabling our team to focus on rapid
prototyping… Aura lives up to the assurance, trust
and security demanded by highly regulated
sectors.”
“The schema flexibility and analytical
capabilities of Neo4j allow us to see
relationships between manufacturing batches
that simply would not be possible with other
tools.”
“In graph databases, the structures between data are
in the foreground. From them, we can extract the
truly relevant context for the customer and for us."
Real-Time Recommendations
Hundreds of thousands of website actions a day,
conduct detailed structural analysis for real-time
recommendations
User journey analysis provides relevant product and
content recommendations. Optimization of website,
including search and navigation
Customer 360
Need to better understand customers, former
relational data analytical solutions were too limited
and too compute intensive
Over ~€2m business value has been identified,
as well a sharp increase in portfolio quality has
been achieved due to minimizing fraud activity.
“Over the course of two years, €2 millions of
operational profit value was identified. This value is
even structurally underestimated.”
© 2022 Neo4j, Inc. All rights reserved.
22

Weitere ähnliche Inhalte

Was ist angesagt?

Was ist angesagt? (20)

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
 
Workshop Introduction to Neo4j
Workshop Introduction to Neo4jWorkshop Introduction to Neo4j
Workshop Introduction to Neo4j
 
EY: Why graph technology makes sense for fraud detection and customer 360 pro...
EY: Why graph technology makes sense for fraud detection and customer 360 pro...EY: Why graph technology makes sense for fraud detection and customer 360 pro...
EY: Why graph technology makes sense for fraud detection and customer 360 pro...
 
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 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
 
Workshop - Build a Graph Solution
Workshop - Build a Graph SolutionWorkshop - Build a Graph Solution
Workshop - Build a Graph Solution
 
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
 
World Health Organisation - Knowledge Representation and Reasoning for Public...
World Health Organisation - Knowledge Representation and Reasoning for Public...World Health Organisation - Knowledge Representation and Reasoning for Public...
World Health Organisation - Knowledge Representation and Reasoning for Public...
 
Modern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph TechnologyModern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph Technology
 
Försäkringskassan: Neo4j as an Information Hub (GraphSummit Stockholm 2023)
Försäkringskassan: Neo4j as an Information Hub (GraphSummit Stockholm 2023)Försäkringskassan: Neo4j as an Information Hub (GraphSummit Stockholm 2023)
Försäkringskassan: Neo4j as an Information Hub (GraphSummit Stockholm 2023)
 
Knowledge Graphs and Generative AI
Knowledge Graphs and Generative AIKnowledge Graphs and Generative AI
Knowledge Graphs and Generative AI
 
Easily Identify Sources of Supply Chain Gridlock
Easily Identify Sources of Supply Chain GridlockEasily Identify Sources of Supply Chain Gridlock
Easily Identify Sources of Supply Chain Gridlock
 
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptxThe art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
 
How Graph Data Science can turbocharge your Knowledge Graph
How Graph Data Science can turbocharge your Knowledge GraphHow Graph Data Science can turbocharge your Knowledge Graph
How Graph Data Science can turbocharge your Knowledge Graph
 
Fraud Detection with Graphs at the Danish Business Authority
Fraud Detection with Graphs at the Danish Business AuthorityFraud Detection with Graphs at the Danish Business Authority
Fraud Detection with Graphs at the Danish Business Authority
 
The perfect couple: Uniting Large Language Models and Knowledge Graphs for En...
The perfect couple: Uniting Large Language Models and Knowledge Graphs for En...The perfect couple: Uniting Large Language Models and Knowledge Graphs for En...
The perfect couple: Uniting Large Language Models and Knowledge Graphs for En...
 
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
 
Government GraphSummit: Leveraging Graphs for AI and ML
Government GraphSummit: Leveraging Graphs for AI and MLGovernment GraphSummit: Leveraging Graphs for AI and ML
Government GraphSummit: Leveraging Graphs for AI and ML
 
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
 
Knowledge Graphs & Graph Data Science, More Context, Better Predictions - Neo...
Knowledge Graphs & Graph Data Science, More Context, Better Predictions - Neo...Knowledge Graphs & Graph Data Science, More Context, Better Predictions - Neo...
Knowledge Graphs & Graph Data Science, More Context, Better Predictions - Neo...
 

Ähnlich wie The Data Platform for Today’s Intelligent Applications

Cw13 cloud computing & big data by ahmed aamer
Cw13 cloud computing & big data by ahmed aamerCw13 cloud computing & big data by ahmed aamer
Cw13 cloud computing & big data by ahmed aamer
inevitablecloud
 
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTXCustomer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
tsigitnist02
 

Ähnlich wie The Data Platform for Today’s Intelligent Applications (20)

The Data Platform for Today's Intelligent Applications.pdf
The Data Platform for Today's Intelligent Applications.pdfThe Data Platform for Today's Intelligent Applications.pdf
The Data Platform for Today's Intelligent Applications.pdf
 
Are You Underestimating the Value Within Your Data? A conversation about grap...
Are You Underestimating the Value Within Your Data? A conversation about grap...Are You Underestimating the Value Within Your Data? A conversation about grap...
Are You Underestimating the Value Within Your Data? A conversation about grap...
 
1. The Importance of Graphs in Government
1. The Importance of Graphs in Government1. The Importance of Graphs in Government
1. The Importance of Graphs in Government
 
Emil Eifrém - The Data Platform for Today’s Intelligent Applications
Emil Eifrém - The Data Platform for Today’s Intelligent ApplicationsEmil Eifrém - The Data Platform for Today’s Intelligent Applications
Emil Eifrém - The Data Platform for Today’s Intelligent Applications
 
Cw13 cloud computing & big data by ahmed aamer
Cw13 cloud computing & big data by ahmed aamerCw13 cloud computing & big data by ahmed aamer
Cw13 cloud computing & big data by ahmed aamer
 
LEGOAI Introduction.pdf
LEGOAI Introduction.pdfLEGOAI Introduction.pdf
LEGOAI Introduction.pdf
 
New technologies for data protection
New technologies for data protectionNew technologies for data protection
New technologies for data protection
 
ISC2 Privacy-Preserving Analytics and Secure Multiparty Computation
ISC2 Privacy-Preserving Analytics and Secure Multiparty ComputationISC2 Privacy-Preserving Analytics and Secure Multiparty Computation
ISC2 Privacy-Preserving Analytics and Secure Multiparty Computation
 
Agile Mumbai 2022 - Balvinder Kaur & Sushant Joshi | Real-Time Insights and A...
Agile Mumbai 2022 - Balvinder Kaur & Sushant Joshi | Real-Time Insights and A...Agile Mumbai 2022 - Balvinder Kaur & Sushant Joshi | Real-Time Insights and A...
Agile Mumbai 2022 - Balvinder Kaur & Sushant Joshi | Real-Time Insights and A...
 
Neo4j Keynote: The Art of the Possible with Graph Technology
Neo4j Keynote: The Art of the Possible with Graph TechnologyNeo4j Keynote: The Art of the Possible with Graph Technology
Neo4j Keynote: The Art of the Possible with Graph Technology
 
Tdwi austin simplifying big data delivery to drive new insights final
Tdwi austin   simplifying big data delivery to drive new insights finalTdwi austin   simplifying big data delivery to drive new insights final
Tdwi austin simplifying big data delivery to drive new insights final
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Data engineering Use Cases in financial industry.pdf
Data engineering Use Cases in financial industry.pdfData engineering Use Cases in financial industry.pdf
Data engineering Use Cases in financial industry.pdf
 
Delivering Analytics at The Speed of Transactions with Data Fabric
Delivering Analytics at The Speed of Transactions with Data FabricDelivering Analytics at The Speed of Transactions with Data Fabric
Delivering Analytics at The Speed of Transactions with Data Fabric
 
Di in the age of digital disruptions v1.0
Di in the age of digital disruptions v1.0Di in the age of digital disruptions v1.0
Di in the age of digital disruptions v1.0
 
Keynote Presentation at GraphTalk Oslo 2023
Keynote Presentation at GraphTalk Oslo 2023Keynote Presentation at GraphTalk Oslo 2023
Keynote Presentation at GraphTalk Oslo 2023
 
Exciting it trends in 2015 why you should consider shifting and upgrading yo...
Exciting it trends in 2015  why you should consider shifting and upgrading yo...Exciting it trends in 2015  why you should consider shifting and upgrading yo...
Exciting it trends in 2015 why you should consider shifting and upgrading yo...
 
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
 
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTXCustomer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
Customer Presentation - IBM Cloud Pak for Data Overview (Level 100).PPTX
 
Impact of network analytics in it ops
Impact of network analytics in it opsImpact of network analytics in it ops
Impact of network analytics in it ops
 

Mehr von Neo4j

Mehr von Neo4j (20)

From Knowledge Graphs via Lego Bricks to scientific conversations.pptx
From Knowledge Graphs via Lego Bricks to scientific conversations.pptxFrom Knowledge Graphs via Lego Bricks to scientific conversations.pptx
From Knowledge Graphs via Lego Bricks to scientific conversations.pptx
 
Novo Nordisk: When Knowledge Graphs meet LLMs
Novo Nordisk: When Knowledge Graphs meet LLMsNovo Nordisk: When Knowledge Graphs meet LLMs
Novo Nordisk: When Knowledge Graphs meet LLMs
 
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
 

Kürzlich hochgeladen

%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
masabamasaba
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
masabamasaba
 
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
masabamasaba
 
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
VictoriaMetrics
 

Kürzlich hochgeladen (20)

WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
 
Announcing Codolex 2.0 from GDK Software
Announcing Codolex 2.0 from GDK SoftwareAnnouncing Codolex 2.0 from GDK Software
Announcing Codolex 2.0 from GDK Software
 
What Goes Wrong with Language Definitions and How to Improve the Situation
What Goes Wrong with Language Definitions and How to Improve the SituationWhat Goes Wrong with Language Definitions and How to Improve the Situation
What Goes Wrong with Language Definitions and How to Improve the Situation
 
tonesoftg
tonesoftgtonesoftg
tonesoftg
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
 
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
 
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...
 
%in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park %in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park
 
WSO2Con204 - Hard Rock Presentation - Keynote
WSO2Con204 - Hard Rock Presentation - KeynoteWSO2Con204 - Hard Rock Presentation - Keynote
WSO2Con204 - Hard Rock Presentation - Keynote
 
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
 
WSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go PlatformlessWSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go Platformless
 
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
 
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
 
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
 
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
 

The Data Platform for Today’s Intelligent Applications

  • 1. © 2022 Neo4j, Inc. All rights reserved. © 2022 Neo4j, Inc. All rights reserved. 1 The Data Platform for Today’s Intelligent Applications
  • 2. © 2022 Neo4j, Inc. All rights reserved. 2 Worldwide supply chain problems
  • 3. © 2022 Neo4j, Inc. All rights reserved. 3 Supply chain problems are data problems... 75% 938 of Fortune 1000 had a T1-2 supplier impacted by the pandemic Good forecasts are just less bad forecasts of executives aren’t confident in their data quality
  • 4. © 2022 Neo4j, Inc. All rights reserved. Customer Relationship Management • Supply Chain Management • Manufacture Resource Planning • Finance • Human Resources Ordering / Support / Customer 360 / Websites / Apps / Etc… Data silos often hide valuable context Partners Field/Sales Users Customers 4 • Organic evolution of systems leads to rigid, often single-intent data models • Adapting for analytics, ML and real-time decisioning is overly complicated, time consuming • Limited ability to see timely patterns and trends that are not already baked into the model
  • 5. © 2022 Neo4j, Inc. All rights reserved. 5 Figuring out how to extract the deeper context from data has led to disruptive business transformations
  • 6. © 2022 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2022 6 Figuring out how to extract the deeper context from data has led to disruptive business transformations And it’s not just supply chains that are transforming... The rise of social graphs PageRank revolutionizes search Secure and transparent peer-to-peer transactions Personalization Drug Discovery
  • 7. © 2022 Neo4j, Inc. All rights reserved. 7 Graph technology unifies data relationships in a more intuitive, connected state, unlocking deeper context People E.g., Employees, Customers, Suppliers, Partners, Influencers Transactions E.g., Purchases, Payments, Bookings, eCommerce Knowledge E.g. Enterprise / Domain content, Risk Management, Supply Chain Shifting from data-driven to intelligence-driven
  • 8. © 2022 Neo4j, Inc. All rights reserved. Graph technology is fueling discovery and transformation in every field Decision Analysis Customer Experience Data Unification Personalization Discovery Fraud Prevention Network Analysis Forecasting Patient/Customer Journey Behavior Prediction Data Disambiguation Operations Optimization Customers/Data 360 Compliance Product Recommendations Media and Advertising Personalized Health Drug Discovery Product/Process Innovation Intelligence & Security 8
  • 9. © 2022 Neo4j, Inc. All rights reserved. 9 Since 2013 100m+ Neo4j Downloads 250k+ Community Members Graph DB Source: DB Engines The Fastest Growing Database Market for a Decade
  • 10. © 2022 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2022 “By 2025, graph technologies will be used in 80% of data and analytics innovations, up from 10% in 2021…” 10 Jim Hare et al., Understanding When Graph Analytics Are Best for Your Business Use Case, 10 Apr 2022.
  • 11. © 2022 Neo4j, Inc. All rights reserved. for Graph Data Platforms, Q4 2020 11 The Forrester Wave™ Neo4j: The Leader in a Vibrant, Growing Market 11
  • 12. © 2022 Neo4j, Inc. All rights reserved. The Graph Data Platform Market Leader 1 Enterprises with >$1B annual revenue 2 Source: DBEngines ● HQ in Silicon Valley, offices include Boston, London, Paris & Malmö (R&D HQ) ● Over 300 Global Enterprise1 Customers 800+ Total Customers ● Category creator and leader in Graph Databases, the fastest growing category2 in all of data management Funding $390M in 2021 700+ Employees Growing at 50%+ YoY 100M+ Downloads 80%+ Active Developers YoY Growth 12 #1 Most Popular Graph Database with Developers 200k+ Developers
  • 13. © 2022 Neo4j, Inc. All rights reserved. 75+ Insurance of the Top 10 8 Banks of the Top 20 North American 20 Automakers of the Top 10 8 Retailers of the Top 10 7 Telcos of the Top 10 7 Hotels of the Top 5 3 Aircraft Manufacturers of the Top 5 3 Pharmaceuticals of the Top 5 5 13
  • 14. © 2022 Neo4j, Inc. All rights reserved. 14 Cloud Global Systems Integrators Solutions Technology A Global Ecosystem of Partners
  • 15. © 2022 Neo4j, Inc. All rights reserved. 15 The Neo4j Graph Data Platform Analysts Visualization Other Data Stores Developers Application Development Data-Scientists Predictions Transactions Analytics Graph Database Graph Data Science Integrated AI/Machine Learning Data Integrations & Connectors Admin Cypher Drivers & APIs Dev Tools Query Browser GraphQL Application Layer: Digital Twin, Recommendation, Fraud Detection, Cybersecurity, … Analytics & AI/Machine Learning Pipelines
  • 16. © 2022 Neo4j, Inc. All rights reserved. 16 Market Leading Innovation & Capabilities Scalability & Performance Neo4j Fabric delivers unbounded graph size, with linear write-through, and constant read performance SSO, Dedicated VPC, fine grained Fine- grained Role- and Schema-based Access Controls, multiple compliance accreditations Robust Security In-Memory Graph Processing Only market offering to provide in-graph, massively parallel algorithms, and machine learning capabilities Operational & Analytical Workloads Mature graph-native database architecture -- unique to Neo4j, provides near real-time transactions, ACID compliance, and analytical processing Transactions Analytics
  • 17. © 2022 Neo4j, Inc. All rights reserved. 17 Built on battle-tested infrastructure and trusted Neo4j platform FAST FLEXIBLE RELIABLE EASY Coming Soon Fully-managed Cloud Service 17
  • 18. © 2022 Neo4j, Inc. All rights reserved. 18 “Increasingly we’re learning that you can make better predictions about people by getting all the information from their friend and their friends’ friends than you can from the information you have about the person themselves.” – Dr. James Fowler
  • 19. © 2022 Neo4j, Inc. All rights reserved. Graph Data Science Rather than just crunching numbers like traditional analytics, Graph Data Science analyzes data relationships and data structures... ... to produce answers, insights, and predictions 19
  • 20. © 2022 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2022 20 “By 2025, context-driven [i.e. graph] analytics and AI models will replace 60% of existing models built on traditional data.” Top 10 Tech Trends in Data and Analytics 2022, 11 Mar 2022, Afraz Jaffri, et al.
  • 21. © 2022 Neo4j, Inc. All rights reserved. Neo4j: Powering Impactful Solutions Across Industries 21 Fraud Detection, AML Concentration risk, Direction flows, Unusual patterns to solve AML and fraud prevention Use Neo4j in their AML and fraud practice for their global clients sensitive about security and reliability. “...enabling our team to focus on rapid prototyping… Aura lives up to the assurance, trust and security demanded by highly regulated sectors.” “The schema flexibility and analytical capabilities of Neo4j allow us to see relationships between manufacturing batches that simply would not be possible with other tools.” “In graph databases, the structures between data are in the foreground. From them, we can extract the truly relevant context for the customer and for us." Real-Time Recommendations Hundreds of thousands of website actions a day, conduct detailed structural analysis for real-time recommendations User journey analysis provides relevant product and content recommendations. Optimization of website, including search and navigation Customer 360 Need to better understand customers, former relational data analytical solutions were too limited and too compute intensive Over ~€2m business value has been identified, as well a sharp increase in portfolio quality has been achieved due to minimizing fraud activity. “Over the course of two years, €2 millions of operational profit value was identified. This value is even structurally underestimated.”
  • 22. © 2022 Neo4j, Inc. All rights reserved. 22