Advanced Analytics

Overview#

When a regional financial crime unit needs to present clearance rate trends to oversight committees, they cannot afford to spend three days pulling numbers from disconnected systems. Advanced Analytics provides the calculation engine and dashboard layer that makes that kind of reporting a matter of minutes. Raw investigative data, alert volumes, evidence processing counts, and cross-domain operational events all feed into a unified analytical layer, producing the metrics that command teams, compliance officers, and intelligence managers actually act on.

The system combines real-time metric computation, custom dashboard creation, and historical trend analysis. It processes large-scale datasets from PostgreSQL's primary data store and delivers fast query performance for complex analytical operations across multi-tenant environments with full organisation-level isolation.

Diagram

flowchart LR
    A[Raw Data Sources] --> B[Metric Engine]
    B --> C{Aggregation Period}
    C --> D[Hourly Ops Metrics]
    C --> E[Daily Trend Metrics]
    C --> F[Yearly Strategic KPIs]
    D --> G[Dashboard Widgets]
    E --> G
    F --> G
    G --> H[Real-Time Subscription]
    G --> I[PDF / CSV Export]
    H --> J[Analyst Browser]
    I --> K[Oversight Reports]

Key Features#

Custom Metrics Framework#

Define metrics with complex calculation formulas across six types: COUNT, SUM, AVERAGE, MIN/MAX, PERCENTAGE, and CUSTOM. Aggregation periods span hourly operational monitoring through yearly performance reviews. Example metrics include case clearance rates, evidence processing velocity, alert triage efficiency, investigation duration patterns, and cross-domain correlation success rates.

Interactive Dashboard Builder#

Drag-and-drop grid-based widget positioning with role-based access, public dashboards, real-time updates via GraphQL subscriptions, and export capabilities in PDF, CSV, and image formats. Six widget types are available: line charts, bar charts, pie charts, tables, metric cards, and heatmaps, each supporting interactive filtering and drill-down.

Historical Trend Analysis#

Unlimited history storage with point-in-time analysis, automatic trend detection, seasonality recognition, statistical anomaly detection, and comparative analysis across any time period.

Cross-Domain Intelligence#

Seamless integration with every platform domain: investigation analytics, alert intelligence, evidence management, court filing performance, threat intelligence, blockchain analytics, maritime and aviation tracking, and command centre operations.

Use Cases#

Law Enforcement: Clearance rate optimisation, resource allocation, evidence backlog management, disclosure compliance, crime pattern analysis, and community transparency reporting.
Financial Crime Analytics: AML alert efficiency, transaction monitoring, risk score distributions, fraud detection velocity, and regulatory audit-ready metrics.
Corporate Security: Incident response metrics, vulnerability management, supply chain risk, insider threat monitoring, and executive dashboards.
Government and Intelligence: Threat actor tracking, intelligence collection metrics, border security analytics, and cross-agency collaboration effectiveness.

Integration#

Full API access for enterprise integrations covering metric creation, calculation, dashboard management, and widget configuration. Supports programmatic dashboard creation, automated email reports, and data export for external analysis tools. Real-time streaming updates are delivered via GraphQL subscriptions with organisation-scoped data isolation across all 153 third-party integrations.

Last Reviewed: 2026-02-05 Last Updated: 2026-04-14

Module metadata