Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

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Neo4j

Data & Analytics

© 2020 GraphAware Ltd. All rights reserved.
Intelligence Use Cases for Graph Data
Online Vertical Summit Government
Michal Bachman | 10/06/2020
michal@graphaware.com
+44 7714 300 401
www.graphaware.com
@graph_aware
@bachmanm

© 2020 GraphAware Ltd. All rights reserved.
Quick Intro
Five Intelligence Use Cases for Graphs
Conclusion
Agenda
01
#
02
03

© 2020 GraphAware Ltd. All rights reserved.
Introduction

© 2020 GraphAware Ltd. All rights reserved.
Use Case 1: Unknown Unknowns

© 2020 GraphAware Ltd. All rights reserved.

© 2020 GraphAware Ltd. All rights reserved.
Use Case 2: Pattern Detection

© 2020 GraphAware Ltd. All rights reserved.
Use Case 3: Threat Detection

© 2020 GraphAware Ltd. All rights reserved.
Use Case 4: Relevant Search

© 2020 GraphAware Ltd. All rights reserved.
Use Case 5: Network Analysis

© 2020 GraphAware Ltd. All rights reserved.
Betweenness Centrality

© 2020 GraphAware Ltd. All rights reserved.
Bonus: Natural Language Processing

© 2020 GraphAware Ltd. All rights reserved.
• Unknown Unknowns
• Pattern Detection (Command & Control, Missing Link, New Twitter Account,…)
• Real-Time Threat Assessment
• Relevant Search (Power of Context)
• Network Analysis (Who knows who? Who is important? …)
• Proﬁling / Targeting
• Pattern Discovery (“Pattern of Life”)
• Movement Correlation (Who’s in the vehicle? Have these two met?)
• In-place Permissions / Audit
• Data Provenance
• Manual (Visual) Analysis
• Geospatial Analysis (Geofencing)
Common Intelligence Use cases of Graph Data

© 2020 GraphAware Ltd. All rights reserved.
Graphs are the underpinning technology of
all modern machine learning and AI applications.
The results of machine learning are brought
back into your central graph database –
the brain for your organization.”
Alessandro Negro
Chief Scientist, GraphAware
“

© 2020 GraphAware Ltd. All rights reserved.
INSIGHTS
DELIVERY
M
A
C
H
INELEARNING
ANALYSIS
API
ENRICH
DATA
Data
External
Knowledge
NATURALLANGUAGE
PR
O
CESSING
ENRICHMENT
Business
Systems
& Customer
Engagement
UX CX
INGESTION api
GraphAware Hume

© 2020 GraphAware Ltd. All rights reserved.
Thank you
For more information please contact:
Michal Bachman | 10/06/2020
michal@graphaware.com
+44 7714 300 401
www.graphaware.com
@graph_aware
@bachmanm

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Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

1. © 2020 GraphAware Ltd. All rights reserved. Intelligence Use Cases for Graph Data Online Vertical Summit Government Michal Bachman | 10/06/2020 michal@graphaware.com +44 7714 300 401 www.graphaware.com @graph_aware @bachmanm

33. © 2020 GraphAware Ltd. All rights reserved. • Unknown Unknowns • Pattern Detection (Command & Control, Missing Link, New Twitter Account,…) • Real-Time Threat Assessment • Relevant Search (Power of Context) • Network Analysis (Who knows who? Who is important? …) • Proﬁling / Targeting • Pattern Discovery (“Pattern of Life”) • Movement Correlation (Who’s in the vehicle? Have these two met?) • In-place Permissions / Audit • Data Provenance • Manual (Visual) Analysis • Geospatial Analysis (Geofencing) Common Intelligence Use cases of Graph Data

34. © 2020 GraphAware Ltd. All rights reserved. Graphs are the underpinning technology of all modern machine learning and AI applications. The results of machine learning are brought back into your central graph database – the brain for your organization.” Alessandro Negro Chief Scientist, GraphAware “

35. © 2020 GraphAware Ltd. All rights reserved. INSIGHTS DELIVERY M A C H INELEARNING ANALYSIS API ENRICH DATA Data External Knowledge NATURALLANGUAGE PR O CESSING ENRICHMENT Business Systems & Customer Engagement UX CX INGESTION api GraphAware Hume

36. © 2020 GraphAware Ltd. All rights reserved. Thank you For more information please contact: Michal Bachman | 10/06/2020 michal@graphaware.com +44 7714 300 401 www.graphaware.com @graph_aware @bachmanm

Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

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