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1. The Importance of Graphs in Government

Dave Packer, VP Product Marketing, Neo4j

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1. The Importance of Graphs in Government

  1. 1. Neo4j, Inc. All rights reserved 2021 Neo4j, Inc. All rights reserved 2021 1 The Importance of Graphs in Government Dave Packer, Vice President, Product Marketing, Neo4j
  2. 2. Neo4j, Inc. All rights reserved 2021 2 Intelligent Applications The Forefront of Transformation Real-time, streaming data sources Cloud Computing AI / Machine Learning Data + Analytics Convergence Harnessing data-context for deeper agency insights, discoveries, agile decisions, and innovation
  3. 3. Neo4j, Inc. All rights reserved 2021 3 As Valuable as the Data Itself Connections Enhance Context
  4. 4. Neo4j, Inc. All rights reserved 2021 4 Data Connections are the Foundation for Modern, Intelligent Applications Personalization Product Recommendations Personalized Health Media and Advertising Decision Analysis Fraud Prevention Network Analysis Forecasting Massive Data Integration Customers/Data 360 Compliance Optimize Operations Data Science AI & ML Behavior Prediction Patient/Customer Journey Disambiguation Data Driven Discovery & Innovation Drug Discovery Intelligence & Security Product & Process Innovation
  5. 5. Neo4j, Inc. All rights reserved 2021 “Finding relationships in combinations of diverse data, using graph techniques at scale, will form the foundation of modern data and analytics.” Top 10 Trends in Data and Analytics, 11 May 2020, Rita Sallam et al.
  6. 6. Neo4j, Inc. All rights reserved 2021 Graph: Experiencing Lightspeed Adoption Graph database is the fastest growing DBMS category Developers 200k+ Meetups 72k+ Graph Database (DB-Engines) #1 Database (DB-Engines) Top 20 Neo4j Downloads 2.0 Mil Docker Pulls 144 Mil Deployment in the Cloud 90%+ 6
  7. 7. Neo4j, Inc. All rights reserved 2021 Graph: Encapsulates Data and its Connections Natively and Intuitively Networks of People Transaction Networks Bought B ou gh t V i e w e d R e t u r n e d Bought Knowledge Networks E.g., Risk management, Supply chain, Payments E.g., Employees, Customers, Suppliers, Partners, Influencers E.g., Enterprise content, Domain specific content, eCommerce content K n o w s Knows Knows K n o w s Pl ay s Lives_in In_sport Likes F a n _ o f Plays_for 7
  8. 8. Neo4j, Inc. All rights reserved 2021 8 Relational Store and retrieve data Real-time, transactional storage & retrieval Graph: Aligns to Today’s Data-Intelligence Needs ● Not well adapted to interconnected semi-structure ● Schema rigidity limits business agility ● Relationship queries require painful joins ● Practically limited to three degrees of separation NoSQL Aggregate and filter data Long running queries aggregation & filtering ● Built to scale simple data (store & retrieve) ● No language or structures for handling relationships: joins done through the application ● Lack of ACID makes graph transactions impossible Graph Databases Optimize connections in Data Real-Time Connected Insights ● Data model purpose-built for connections ● Powerful balance of schema flexibility & structure ● Highly powerful & productive query language ● Queries run up 1000x faster at scale MATCH (boss)-[:MANAGES*0..3]->(sub), (sub)-[:MANAGES*1..3]->(report) WHERE boss.name = “John Doe” RETURN sub.name AS Subordinate, count(report) AS Total Less time writing queries! Less time debugging queries! Code that’s easier to read! Development Ease
  9. 9. Neo4j, Inc. All rights reserved 2021 Our Customers Are Solving Complex And Valuable Problems With Graphs ...
  10. 10. Neo4j, Inc. All rights reserved 2021 10 Graphs in Government Planning Lessons Learned Dependency Management Consolidation Research Exploration Environment Science & Education Risk Anti-Money Laundering/Fraud Ownership Oversight Law Enforcement Security Cyber Security Intelligence Asset & Inventory Management Supply Chain Network & IT Operations Resource Mgmt.
  11. 11. Neo4j, Inc. All rights reserved 2021 11 Neo4j Government Use-Cases Lockheed Martin Product 360 Space division integrated disperse process and product data • Combined data from various silos and created a 360 view of the entire lifecycle of products • Significantly optimized dependencies and supply schedules Modernization of procurement, budget and logistics processes for equipment & spare parts • Shed cost estimation times by 88% • Improved parts delivery timing and accuracy • DBA labor required dropped by 77% US Army / Calibre Systems Predictive Maintenance Improving the efficiency in finding fraudulent business relationships • Built a powerful, explainable AI tool to contextualize business life cycles and provide machine-generated insights • Reduced VAT deficit by 1B Krone in the first year Danish Business Authority Fraud Detection
  12. 12. Remote Workers Create New Demands on Data 12 “Using Neo4j, someone from our Orion project found information from the Apollo project that prevented an issue, saving well over two years of work and one million dollars of taxpayer funds.” David Meza Chief Knowledge Architect NASA Relevant Knowledge for Smarter Savings Credit: NASA
  13. 13. Neo4j, Inc. All rights reserved 2021 Money Laundering & Tax Evasion ● Billions of dollars are lost every year ● Funds “traveling” across a network of parties is highly complex ● Requires a technology that analyzes connections in data (often even in real-time) 13 Money Laundering
  14. 14. Neo4j, Inc. All rights reserved 2021 Example: The Cali Cartel Money Laundering Scheme 14
  15. 15. Neo4j, Inc. All rights reserved 2021 Law Enforcement 15 Investigation and Research ● Information is often stored in many different databases, with no easy way of search and access it. ● LE-agents need to access several of these databases to gather information on a single suspect or a location of interest. ● Huge disadvantage not to have the connections between data points readily apparent
  16. 16. Neo4j, Inc. All rights reserved 2021 Use Case: Information and Data Synchronization in Law Enforcement Law Enforcement Agencies can model the information into graphs to improve efficiency and make direct and implicit patterns readily apparent in real time. A suspect often appears in several different databases Financial records Convictions Addresses Vehicles Traffic cameras Arrests Police Reports Agency Records Public Records Traffic Records Appears_in Has H a s H a s Owns Registered SUSPECT Has The Graphs In Government 16
  17. 17. Neo4j, Inc. All rights reserved 2021 Security 17 ● Intelligence officers need to extract insights from connections within massive-scale data sets, often of various types data ● Decisions often need to be made in real-time ● Disparate types of data (i.e. people, locations) requires high flexibility ● The sensitivity of the data requires complex structures of entitlement and access between individuals and agencies. Graphs in Intelligence and Security
  18. 18. Neo4j, Inc. All rights reserved 2021 • Border Patrol • Anti-terrorism & Security • Cyber Crimes Several countries use graphs for real-time and analytical capabilities in relation to customs and border enforcement. Security and intelligence is the practice of extracting insights from massive-scale data, often from various data-sources and in real-time. Deep search is crucial when dealing with complex situations with many people, such as smuggling, trafficking, and port-of-entry ingress/egress. Typical use cases: 18 Graphs in Intelligence and Security
  19. 19. Neo4j, Inc. All rights reserved 2021 The Neo4j Graph Data Platform 19 Development & Administration Analytics Tooling Graph Transactions Data Integration Graph Analytics Discovery & Visualization Drivers & APIs AI AI
  20. 20. Neo4j, Inc. All rights reserved 2021 The Neo4j Graph Data Platform 20 Development & Administration Analytics Tooling DEVELOPERS ADMINS Graph Transactions Data Integration Graph Analytics Discovery & Visualization Drivers & APIs APPLICATIONS AI AI
  21. 21. Neo4j, Inc. All rights reserved 2021 The Neo4j Graph Data Platform 21 Development & Administration Analytics Tooling BUSINESS USERS DEVELOPERS ADMINS Graph Transactions Data Integration Graph Analytics Discovery & Visualization DATA ANALYSTS DATA SCIENTISTS Drivers & APIs APPLICATIONS AI openCypher & ISO GQL Cloud AI
  22. 22. Neo4j, Inc. All rights reserved 2021 Why Neo4j for your next Government Project? Flexible & Powerful Arch. Schema flexibility, real-time performance, built for enterprise-scale production environments. Self-hosted and cloud offerings. Enterprise Proven, Trusted Deployed globally in mission-critical production environments. ACID compliant with granular security for the most stringent use-cases Community & Ecosystem Largest graph developer community over 200,000+ members, and strong partnerships w/ leading integrators and cloud providers Graph Expertise Pioneered Graph DBs, supporting 1000s of customer engagements, major contributor to graph industry standards 22
  23. 23. Neo4j, Inc. All rights reserved 2021 23 To Learn More Visit: neo4j.com/use-cases/government/
  24. 24. Neo4j, Inc. All rights reserved 2021 Neo4j, Inc. All rights reserved 2021 24 Thank you! Q&A

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