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Overview#
The Graph Pathfinding and Routing module delivers advanced path discovery capabilities across multi-million node graphs, supporting complex constraint-based routing scenarios for investigation, logistics, and network analysis. Deploying seven integrated pathfinding algorithms, the system discovers optimal routes, ranks alternative paths, and enforces business constraints during navigation with high routing success rates.
Key Features#
- Seven routing algorithms including shortest path, heuristic-guided search, bidirectional search, K-shortest paths, constrained routing, multi-criteria optimization, and time-dependent routing
- High routing success rate finding valid paths even with complex constraint configurations
- 15+ path constraint types including node exclusion, required waypoints, edge type filtering, weight thresholds, and temporal constraints
- Bidirectional search significantly reducing pathfinding time by searching from both endpoints simultaneously
- Alternative route discovery through K-shortest paths algorithm with diversity scoring and similarity filtering
- Constraint-based routing enforcing required waypoints, forbidden zones, edge restrictions, and multi-criteria optimization
- Multi-criteria path scoring combining weight, hop count, risk, trust, diversity, and custom metrics
- Time-dependent routing handling graphs where edge weights vary over time for realistic temporal modeling
- Pareto-optimal solution discovery for balanced multi-objective decision making
- Path ranking with configurable scoring models and explainable results
- Automatic algorithm selection based on graph properties and query characteristics
- Custom heuristic functions for domain-specific acceleration of path search
Use Cases#
- Fund Flow Tracing: Cryptocurrency forensics teams trace fund movements through complex transaction networks, identifying paths through mixing services and exchanges
- Criminal Network Connection Discovery: Law enforcement investigators find connections between suspects through relationship graphs with configurable relationship type constraints
- Logistics Route Optimization: Companies optimize delivery routes with time-dependent routing that accounts for traffic patterns and temporal constraints
- Compliance-Aware Routing: Financial institutions find compliant transfer paths that satisfy regulatory constraints including sanctioned entity avoidance and required intermediary verification
Integration#
- Connects with graph analysis engines for path computation across investigation and operational data
- Compatible with investigation platforms for automated target prioritization based on path analysis
- Supports real-time path queries through typed APIs with configurable timeouts
- Node-level access controls ensure traversals respect security permissions
- Multi-tenant graph isolation prevents cross-tenant path discovery
- Automatic redaction of sensitive node properties in path results
- Compliance with GDPR, SOC 2, ISO 27001, and CCPA data protection standards
Last Reviewed: 2026-02-05