Overview#
A financial intelligence unit has just completed a major investigation. The case evidence lives in Argus as a rich graph: 4,200 entities, 18,000 relationships, five years of transaction data. The prosecuting agency needs a GraphML export for their own analysis tools. The regulatory body needs a structured CSV with specific field mappings. The partner agency in another jurisdiction needs an encrypted GEXF file delivered to their secure cloud bucket. Each requirement is different, and the court deadline is tomorrow morning.
The Graph Export and Integration module handles all of it. It transforms complex graph data into 15+ industry-standard formats while providing seamless connectivity for external tools and platforms. Bulk exports of large-scale datasets run with automated format conversion, delta-only transfer options, and cryptographic verification to ensure that every record arriving at its destination matches what left the system.
Diagram
flowchart LR
G[Investigation Graph] --> EE[Export Engine]
EE --> F1[GraphML]
EE --> F2[GEXF]
EE --> F3[JSON / CSV]
EE --> F4[Parquet]
EE --> F5[DOT]
F1 --> D1[Partner Agency Systems]
F2 --> D2[Analytics Platforms]
F3 --> D3[Regulatory Submissions]
F4 --> D4[Data Warehouses]
EE --> S[Scheduled Exports]
EE --> W[Webhook Notifications]Key Features#
- Multi-format export engine supporting 15+ formats including GraphML, GEXF, JSON, CSV, Parquet, and DOT
- Bulk export processing for datasets containing millions of nodes and edges
- High data fidelity preserving graph structure and attributes across format conversions
- Bidirectional synchronisation with external platforms through pre-built connectors
- Cryptographic verification ensuring complete data integrity with zero data loss
- Schema mapping with automatic field translation between source and target formats
- Incremental export capabilities supporting delta-only updates for efficient data transfer
- Compression support significantly reducing file sizes for large exports
- Encryption options for sensitive data exports with secure key management
- Scheduled periodic exports with configurable frequency and destination delivery
- Data transformation engine with automatic schema inference and mapping rules
- Format-specific optimisations tailored for each target tool and use case
- 20+ pre-built integration adapters for major analytics and database platforms
- Webhook notifications for real-time export completion alerts
- Parallel processing for simultaneous multi-format and multi-investigation exports
Use Cases#
- Research Data Sharing: Academic institutions share network analysis datasets with partner organisations across multiple formats for collaborative research
- Regulatory Compliance Reporting: Financial institutions generate automated, encrypted compliance exports on scheduled intervals for regulatory submission
- Cross-Agency Intelligence Sharing: Law enforcement agencies share investigation graph data with partner agencies through format-specific exports tailored to each agency's systems
- Data Warehouse Integration: Organisations synchronise graph analysis results with business intelligence platforms and data warehouses for broader analytics
Integration#
- Supports export to cloud storage providers including S3, Azure Blob Storage, and Google Cloud Storage
- Connects with visualization platforms, analytics tools, and graph databases through pre-built adapters
- Compatible with scheduled export workflows for automated periodic data delivery
- Webhook-based notifications enable event-driven downstream processing
- Role-based export permissions with format and destination restrictions
- Complete audit logging of all export operations with cryptographic verification
- Compliance with GDPR, SOC 2, ISO 27001, and CCPA data portability requirements
Last Reviewed: 2026-02-05 Last Updated: 2026-04-14