The Intelligence Fleet

Monitors USGS earthquakes, NWS alerts, FEMA disasters, PHMSA hazmat, FRA rail accidents in real time

Ingests USAspending awards, SAM.gov registrations, and federal contract records

Cross-references entities against EPA, FDA, CourtListener compliance databases

Monitors FRED, BLS, BEA, EIA economic indicators for meaningful moves

Uses AI + web search to discover new high-value public data sources

Identifies bronze data sources lacking silver transforms and prioritizes gaps

Daily health check on every bronze connector — detects stale or dead sources

Promotes high-priority bronze data to silver using AI-designed schemas

Detects upstream schema changes and auto-adapts silver transforms

Enriches silver records with geographic regions, temporal dimensions, entity standardization

Auto-builds gold fact/dimension tables from high-value silver combinations

Finds hidden correlations between gold metrics including time-lagged relationships

Creates composite scores — economic resilience, entity risk, federal dependency

Z-score anomaly detection, linear regression trends, correlation matrices

Moving average and trend extrapolation for 30/60/90 day horizons

AI-powered anomaly interpretation and compound signal detection

Generates intelligence briefs from gold data, anomalies, and forecasts

Creates chart specifications and visualization configurations

Synthesizes overnight intelligence into one daily email digest

Reviews and publishes intelligence content — verifies data accuracy

Feeds content engagement signals back to influence priorities

Checks health of all agents, validates dependencies, retries failures

Strategic advisor — reads everything and recommends what to build next

Mozilla Observatory, SSL Labs, Google Safe Browsing weekly scans

Reconciles warehouse inventory across global nodes

Distributes purchase orders to logistics partners

Monitors freight status and carrier performance

Assesses supplier compliance and risk exposure

Processes loyalty points accrual from transactions

Generates and distributes loyalty vouchers

Resolves customer identity across all systems

Processes email engagement facts and enriches profiles

Computes RFM scores and behavioral segments

Synchronizes product catalog across channels

Monitors order lifecycle health across fulfillment

Forecasts inventory demand and flags risk

Synchronizes promotions across POS and ecommerce

Monitors ingestion pipeline success rates

Validates data quality after transformations

Detects breaking schema changes from upstream

Ensures semantic model accuracy and performance