NETWORK ANALYSIS

Sequenxa Dune™

Reveal hidden connections. Map influence networks.

Beyond the obvious lies a complex web of relationships that traditional analysis misses. Sequenxa Dune™ maps multi-layered connections between individuals, organizations, and entities to uncover indirect influence pathways, conflicts of interest, and proximity to political risk.

Primary NodeSecondary NodeNETWORK ANALYSIS::ACTIVECON:VERIFIED
6
Layers of Relationship Analysis
98.7%
Connection Accuracy
13.2M+
Entities Mapped
TERRAIN.MODEL.V3
ELEVATION.REF.L2

See Beyond Direct Connections

Dune goes deeper than standard due diligence by mapping multi-layered relationships that create hidden risk pathways.

Network AnalysisREF::NTWK-0183
2025-05-16 18:44:09

Multi-Layer Network Analysis

Dune's proprietary algorithms analyze up to six degrees of separation to identify concealed relationships and risk vectors.

NETWORK.ANALYSIS.V3.8
100.00
0.00
100.00
HIGH_RISK
Primary Entity
Secondary Entity
NODES: 2|CONN: 1
PATH:001

Path Identification

Algorithmically maps all possible paths between any two entities in a network using proprietary graph traversal systems.

STRGTH:002

Relationship Strength

Quantifies connection intensity based on transaction frequency, proximity, legal structures, and temporal patterns.

ANOMLY:003

Anomaly Detection

Identifies statistically significant deviations from expected relationship patterns indicative of concealment efforts.

System ArchitectureDUNE::CAPABILITIES
2025-05-16 18:44:09

Core Capabilities

Dune transforms disparate data into a unified relationship graph that reveals hidden connections, influence patterns, and proximity to risk across complex networks of individuals and organizations.

NODE:01

Relationship Mapping

PRIMARY.NODENODE.ANODE.B
VIZ.NODE:01

Visualize complex networks of connections between individuals, organizations, and entities to identify hidden relationships that create risk pathways and influence channels.

  • Multi-layer network visualization
  • Temporal relationship tracking
  • Connection type classification
  • Relationship strength analysis
STATUS: ACTIVE
CORE
NODE:02

Influence Analysis

INFLUENCE.SOURCETARGET.ATARGET.B
VIZ.NODE:02

Uncover how proximity to power and decision-makers creates conflict of interest or regulatory risk through sophisticated power mapping and influence flow analysis.

  • Political influence quantification
  • Centrality and power metrics
  • Influence flow visualization
  • Conflict of interest detection
STATUS: ACTIVE
CORE
NODE:03

Hidden Network Detection

HIDDEN.ENTITYSHELL.ASHELL.B
VIZ.NODE:03

Reveal shell companies, proxy relationships, and concealed beneficial ownership structures through advanced entity resolution and relationship pattern analysis.

  • Shell entity identification
  • Proxy relationship detection
  • Beneficial ownership mapping
  • Anomalous pattern recognition
STATUS: ACTIVE
TACTICAL
NODE:04

Risk Proximity Scoring

RISK.SOURCEPROXIMITY.ZONESRISK.SCORE
VIZ.NODE:04

Measure degrees of separation from sanctioned entities, politically exposed persons, and other high-risk vectors with quantifiable proximity scores that reflect exposure risk.

  • Sanctions exposure quantification
  • PEP proximity measurement
  • Adverse media propagation
  • Regulatory risk scoring
STATUS: ACTIVE
TACTICAL
TERRAIN.MODEL.V3
ELEVATION.REF.L1

Critical Applications

Organizations with complex regulatory landscapes rely on Dune to identify risk exposure before it becomes a liability, providing intelligence that traditional screening methods miss completely.

APP:01

Merger & Acquisition Due Diligence

RISKACQUIRERTARGETM&A.ANALYSIS
APP.APP:01

Identify undisclosed relationships that could create regulatory hurdles or reputational damage during acquisition through comprehensive network analysis of target companies.

  • Uncover hidden regulatory exposure
  • Identify sanctioned entity proximity
  • Detect undisclosed conflicts of interest
  • Map political exposure of key stakeholders
DEPLOYMENT: READY
STRATEGIC
APP:02

Political Exposure Monitoring

ORGPEP.1PEP.2PEP.3PEP.4POLITICAL.EXPOSURE.MONITOR
APP.APP:02

Track evolving connections to politically exposed persons across your organization and vendor network with continuous monitoring of relationship changes and new political appointments.

  • Continuous PEP relationship monitoring
  • Political appointment tracking
  • Indirect influence pathway detection
  • Regulatory disclosure preparation
DEPLOYMENT: READY
COMPLIANCE
APP:03

Supply Chain Verification

PRIMARYTIER-1ATIER-1BSANCTIONEDSUPPLY.CHAIN.VERIFICATION
APP.APP:03

Ensure your suppliers don't have hidden ties to sanctioned entities, regions, or competing interests through deep relationship mapping that reveals concealed connections and ownership structures.

  • Sanctions exposure detection
  • Competitor relationship identification
  • Hidden beneficial ownership discovery
  • Geographic risk mapping
DEPLOYMENT: READY
SECURITY

Real-World Impact

"Dune identified a critical risk our traditional due diligence missed entirely - a target company's third-tier supplier with concealed ties to a sanctioned entity. This discovery saved us from a potential regulatory violation that could have cost millions."
— Chief Compliance Officer, Global Investment Firm
CASE.STUDY.ID: CS-237-MA
Performance MetricsDUNE::METRICS:Q4:2023
2025-05-16 18:44:09

Network Intelligence Metrics

Dune's sophisticated network intelligence platform delivers institutional-grade relationship mapping through comprehensive data coverage, advanced entity resolution, and precise connection validation.

6
Layers of Relationship Analysis
While most systems analyze only direct connections, Dune maps relationships up to 6 degrees of separation, revealing influence pathways invisible to traditional screening.
98.7%
Connection Accuracy
Our proprietary entity resolution and relationship validation system delivers near-perfect connection accuracy, eliminating false positives while ensuring complete risk coverage.
13.2M+
Entities Mapped
Dune's comprehensive knowledge graph encompasses over 13.2 million entities across corporate registries, government databases, and open-source intelligence sources.
4,500+
Data Sources Integrated
180+
Countries Covered
87M+
Relationships Tracked
LAST.VERIFICATION.20231214.1632UTC
METRICS.VERSION.4.8.2
Data ArchitectureDUNE::SOURCES:GRID
2025-05-16 18:44:09

Comprehensive Data Coverage

Dune integrates data from thousands of sources to create the most complete relationship intelligence platform, combining structured databases with proprietary relationship extraction from unstructured sources.

DUNEPLATFORMCORPORATEREGISTRIESGOVERNMENTDATABASESSANCTIONS &WATCHLISTSMEDIA &OPEN SOURCE
DATA.INTEGRATION.ACTIVE
SOURCE.COUNT: 4,500+
SOURCE:REG

Corporate Registries

Comprehensive coverage of global corporate registries tracking directors, officers, and beneficial owners across jurisdictions with historical change tracking.

180+ countries
|
98M+ entities
SOURCE:GOV

Government Databases

Integration with government appointment records, lobbying registries, political contribution databases, and procurement systems to map public-private connections.

75+ countries
|
1.3M+ officials
SOURCE:WL

Sanctions & Watchlists

Real-time monitoring of global sanctions lists, enforcement databases, and regulatory exclusion lists with entity resolution across naming variations.

37 watchlists
|
Daily updates
SOURCE:OS

Media & Open Source

Proprietary relationship extraction from news articles, public statements, academic papers, and industry publications to identify unofficial connections and affiliations.

87,000+ sources
|
NLP extraction
TERRAIN.MODEL.V3
ELEVATION.REF.L1
System InfrastructureDUNE::ARCH:V5.3
2025-05-16 18:44:09

Technical Architecture

Dune's sophisticated network intelligence platform leverages advanced graph database technology, proprietary entity resolution, and machine learning-powered relationship detection to deliver unparalleled connection mapping.

DUNE CORE PLATFORMDATA ORCHESTRATION LAYERDATA INGESTION PIPELINEKNOWLEDGE GRAPHPLATFORMENTITY RESOLUTIONRELATIONSHIPEXTRACTIONRISK PROPAGATION ENGINEAPI & VISUALIZATION LAYER
SYSTEM.ARCHITECTURE
V5.3.8-PROD
COMPONENT:KG

Knowledge Graph Platform

GRAPH.NODE.COUNT: 13.2M

Dune's proprietary graph database architecture stores entities and relationships in an optimized structure that enables real-time traversal of complex networks up to 6 degrees of separation.

COMPONENT:ER

Entity Resolution System

John A. SmithJ. Smith (London)Smith, JohnJ.A. Smith, Esq.ENTITYUID:JS-104298.7%CONF
RESOLUTION.ACCURACY: 98.7%

Our advanced entity resolution technology reconciles disparate mentions of the same individual or organization across sources, providing a unified view despite naming variations or aliases.

COMPONENT:RE

Relationship Extraction

NLPENGINEABOWNS
RELATIONSHIP.TYPES: 24

Sophisticated natural language processing extracts relationship data from unstructured text, identifying connection types, strength indicators, and temporal context from news articles and public records.

COMPONENT:RPE

Risk Propagation Engine

RISK86%74%52%31%17%
PROPAGATION.DEPTH: 6

Proprietary algorithms calculate how risk attributes propagate through networks, measuring proximity to designated entities and quantifying exposure across complex relationship chains.

TERRAIN.MODEL.V3
ELEVATION.REF.L1
System CapabilitiesDUNE::SPECS:V5.3
2025-05-16 18:44:09

Technical Specifications

Data Coverage

SPEC:DATA
87%70%80%ENTITY COVERAGERELATIONSHIP MAPPINGGEOGRAPHIC PRESENCE
  • Entity Database: 13.2M+ individuals and organizations
  • Relationship Graph: 87M+ mapped connections
  • Geographic Coverage: 180+ countries with comprehensive registries
  • Data Sources: 4,500+ integrated databases and systems

Intelligence Platform

SPEC:PLATFORM
DUNEGRAPH™ TECHNOLOGYENTITYMATCH™ SYSTEMNLP RELATIONSHIP MINING™PROXIMITYSCORE™ ALGORITHM
  • Graph Architecture: Sequenxa DuneGraph™ Technology
  • Entity Resolution: Sequenxa EntityMatch™ System
  • Relationship Extraction: Sequenxa NLP Relationship Mining™
  • Risk Propagation: Sequenxa ProximityScore™ Algorithm

Analysis Capabilities

SPEC:ANALYSIS
RISK18FACTORSTYPES42CLASSIFIED
  • Connection Depth: Up to 6 degrees of relationship mapping
  • Risk Classification: 18-factor proximity framework
  • Relationship Types: 42 distinct connection classifications
  • Temporal Analysis: Historical relationship tracking with change detection

Integration Capabilities

SPEC:INTEGRATION
DUNE APIGRC PLATFORMSCRM SYSTEMSRISK MANAGEMENTVISUALIZATIONSREPORTSDATA EXPORTS
  • API Architecture: RESTful endpoints with comprehensive documentation
  • Data Export: Network visualization, reports, and structured data
  • System Integration: GRC platforms, CRM systems, and risk management tools
  • Security: SOC 2 Type II certified with role-based access controls
InformationDUNE::FAQ:2023
2025-05-16 18:44:09

Frequently Asked Questions

01

How does Dune differ from traditional background checks or due diligence?

Traditional background checks focus solely on the direct attributes of individuals (criminal history, credit, employment, etc.) without analyzing their connections to others. Dune goes beyond individual profiles to map complete relationship networks, revealing indirect connections, influence pathways, and proximity to risk factors that traditional screening would miss entirely.

02

What types of relationships does Dune detect?

Dune maps a comprehensive range of relationship types including corporate affiliations (board memberships, employment, ownership), personal connections (family ties, close associates), financial relationships (investments, transactions, donations), organizational affiliations (memberships, partnerships), and political connections (appointments, contributions, lobbying).

03

How far does Dune's relationship mapping extend?

While most systems only analyze direct (first-degree) connections, Dune maps relationships up to six degrees of separation, revealing influence pathways that are invisible to traditional screening methods. Our proprietary relevance algorithms ensure that only significant multi-hop connections are highlighted, preventing information overload.

04

How does Dune maintain data accuracy across complex networks?

Dune employs sophisticated entity resolution technology that reconciles disparate mentions of the same individual across sources, even with naming variations or aliases. Our relationship validation system requires multi-source confirmation for critical connections, while our temporal tracking maintains historical accuracy as relationships evolve over time.

05

How does Dune maintain privacy compliance while mapping relationships?

Dune is built with privacy-by-design principles that ensure regulatory compliance across jurisdictions. The platform exclusively uses publicly available information and legitimate interest processing, with comprehensive permission controls, audit logging, and data minimization practices that align with GDPR, CCPA, and other privacy frameworks.

TERRAIN.MODEL.V3
ELEVATION.REF.L3

Find out before it makes the news.

Don't wait for a regulatory violation or reputational crisis to discover hidden connections in your network. Dune reveals relationship risks before they impact your organization.

ORG.AYOUR.ORGORG.BRISK.1RISK.2
NETWORK.SCAN.ACTIVE
RISK.DETECTION.ENABLED
Book an Audit Readiness Demo
SECURE.PROTOCOL.ENABLED|FEDRAMP.COMPLIANT|SOC2.CERTIFIED