Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

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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

2. © 2020 GraphAware Ltd. All rights reserved.
Quick Intro
Five Intelligence Use Cases for Graphs
Conclusion
Agenda
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Introduction

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Use Case 1: Unknown Unknowns

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Use Case 2: Pattern Detection

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Use Case 3: Threat Detection

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Use Case 4: Relevant Search

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Use Case 5: Network Analysis

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Betweenness Centrality

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Bonus: Natural Language Processing

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• 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

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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
“

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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

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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