The Art of the Possible with Graph Technology
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This document discusses how graph technology can help organizations address data challenges and complexity. It notes that data growth is accelerating as more things become connected, but many organizations struggle to gain insights from their data due to it being siloed or too complex. The document introduces the concept of the property graph and how the native graph database Neo4j allows for intuitive modeling of connections in data. It provides examples of how Neo4j has helped companies like Caterpillar, Hästens, and PwC solve real-world problems by unlocking relationships in their data.
The Art of the Possible with Graph Technology
- 1. The Art of the Possible with Graph Technology Riccardo Ciarlo, Country Manager Italy, Neo4j
- 2. © 2023 Neo4j, Inc. All rights reserved. Business challenges = data challenges 2
- 3. © 2023 Neo4j, Inc. All rights reserved. 3 Image showing case study goes here Placeholder CATERPILLAR Unlocking insights for efficient equipment repair and maintenance across tens of millions of technical documents was an enormous challenge for Caterpillar
- 4. © 2023 Neo4j, Inc. All rights reserved. At the heart of every enterprise challenge is an explosion of data complexity 4
- 5. © 2023 Neo4j, Inc. All rights reserved. ACROSS ALL INDUSTRIES Hästens Customer 360 strategy and ecommerce modernization PwC Rapid fraud and anti-money laundering detection Adobe World’s largest social network for professionals creatives 5
- 6. © 2023 Neo4j, Inc. All rights reserved. DATA GROWTH IS ACCELERATING. EVERYONE IS CONNECTED TO EVERYTHING 200+ Zettabytes In cloud data storage by 2025 65 Average number of enterprise SaaS apps 41B Connected IOT devices by 2025 6
- 7. © 2023 Neo4j, Inc. All rights reserved. Organizations are drowning in data but lacking in insight 7
- 8. © 2023 Neo4j, Inc. All rights reserved. 8 80% of business leaders say data is critical in decision-making, yet 41% cite a lack of understanding of data because it is too complex or not accessible enough - Salesforce Global Survey, 2023
- 9. © 2023 Neo4j, Inc. All rights reserved. Data silos hide valuable context THE CHALLENGE 9
- 10. © 2023 Neo4j, Inc. All rights reserved. 10 TODAY’S REALITY Connections in data are as valuable as the data itself
- 11. © 2023 Neo4j, Inc. All rights reserved. CONNECTION COMPLEXITY How do you navigate this data explosion at scale? 11
- 12. © 2023 Neo4j, Inc. All rights reserved. 12 Legacy systems can’t keep up “Relational” Databases don’t handle relationships well NoSQL Databases don’t handle relationships at all
- 13. © 2023 Neo4j, Inc. All rights reserved. A fundamentally new approach is needed 1315
- 14. © 2023 Neo4j, Inc. All rights reserved. Data, meet Graph. 14
- 15. © 2023 Neo4j, Inc. All rights reserved. Graph creates a more intuitive and connected view of data relationships, unlocking deeper insights and context 15
- 16. © 2023 Neo4j, Inc. All rights reserved. THE PROPERTY GRAPH: SIMPLY POWERFUL Employee City Company Nodes represent objects (nouns) Relationships are directional Relationships connect nodes are represent actions (verbs) Relationships can have properties (name/value pairs) Nodes can have properties (name/value pairs) name: Amy Peters date_of_birth: 1984-03-01 employee_ID: 1 :HAS_CEO start_date: 2008-01-20 :LOCATED_IN 16
- 17. © 2023 Neo4j, Inc. All rights reserved. 17 THE FASTEST GROWING DATABASE CATEGORY FOR 10 YEARS
- 18. © 2023 Neo4j, Inc. All rights reserved. Graph enables organizations to quickly and easily uncover hidden relationships and patterns across billions of data connections Powering applications that are impossible with other technologies 18
- 19. © 2023 Neo4j, Inc. All rights reserved. QUERY PERFORMANCE AS # OF JOINS INCREASE Connectedness and Size of Data Set Response Time Relational and other NoSQL databases Native Graph Database 1000x Advantage Minutes to milliseconds 5+ hops 3+ degrees Thousands of connections 0 to 2 hops 0 to 3 degrees Few connections 19
- 20. © 2023 Neo4j, Inc. All rights reserved. SOLVING DATA COMPLEXITY Graph powers the next generation of enterprise data applications Hästens Reducing delivery times and driving revenue growth. Caterpillar Enabling efficient equipment repair and maintenance. Adobe Reduced data footprint and millions saved in cloud fees. PwC Next-generation fraud and money laundering detection. 20
- 21. © 2023 Neo4j, Inc. All rights reserved. By 2025, graph will be used in 80% of data and analytics innovations 21
- 22. © 2023 Neo4j, Inc. All rights reserved. 22 © 2023 Neo4j, Inc. All rights reserved. NEO4J The first-ever graph database Creator of the market category Continued market leader The Forrester WaveTM For Graph Data Platforms, Q4 2020
- 23. © 2023 Neo4j, Inc. All rights reserved. 20 / 20 Top US banks 3 / 5 Top Aircraft Manufacturers 7 / 10 Top Telcos 3 / 5 Top Hotel Groups 8 / 10 Top Insurance Companies 10 /10 Top Automakers 7 / 10 Top Retailers 5 / 5 Top Pharmaceuticals Trusted by 75 of the 23
- 24. © 2023 Neo4j, Inc. All rights reserved. NEO4J: GRAPH DATABASE & ANALYTICS 24
- 25. © 2023 Neo4j, Inc. All rights reserved. HUGE INTEREST IN GRAPH FUELED BY AI & ML 25 “50% of Gartner inquiries on the topic of AI involve discussion of the use of graph technology.” 35x increase in AI research papers featuring Graph over the past decade Source: Dimensions Knowledge System 365 13,040
- 26. © 2023 Neo4j, Inc. All rights reserved. NEO4J: FLEXIBLE CLOUD DEPLOYMENT MODELS 26 Database-as-a-Service Cloud Managed Services Self-hosted Fully-managed SaaS Consumption-based pricing Cloud-native Self-service deployment No access to underlying infrastructure and systems White-glove managed service by Neo4j experts Fully customizable deployment model and service levels Operate In own data centers or Virtual Private Cloud For private, hybrid or lift-and-shift cloud Bring your own license Full control of your environment Run in any cloud, in your account
- 27. © 2023 Neo4j, Inc. All rights reserved. NEO4J: GROWING MOMENTUM WITH HYPERSCALERS 27 Strategic Database & AI/ML ISV Partner ● Only native GCP Graph offering ● Vertex AI and Neo4j Graph Data Science product alignment ● GCP Console Integration ● Available in Google Marketplace ● GCP Industry Solution Partner ● BigQuery Connector ● And much more Strategic Data & Analytics ISV Partner ● Hundreds of shared wins in 2022 ● Member of AWS Partner Network since 2013 ● AWS Foundation Technical Review compliant ● Available in AWS Marketplace ● RedShift Connector ● And much more Data & Analytics ISV Partner ● Gold Cloud Platform partner ● O365 Knowledge Graph Product Group partner ● Available in Azure Marketplace ● Synapse Connector ● And much more
- 28. © 2023 Neo4j, Inc. All rights reserved. 28 Neo4j means Graph
- 29. Grazie! name.name@neotechnology.com Neo4j Inc. All rights reserved 2023 29