Aureum Products

Purpose-built intelligence platforms

Aureum builds production-grade AI systems for government and enterprise customers where the stakes of getting it wrong are high. Every platform is designed for analyst-defensible outputs, rapid configuration, and real-world operational tempo.

Supply Chain Risk Intelligence

Verity

Predictive risk intelligence for defense and enterprise supply chains

● Available

Verity is Aureum's continuously updated intelligence platform that ingests, resolves, and fuses data from 20+ global sources to surface actionable risk signals for government and commercial customers.

The platform addresses a documented gap in threat fusion and prioritization — the inability to rapidly correlate disparate open-source and commercial data streams into analyst-ready intelligence with traceable, defensible reasoning. Architected for continuous operation and rapid configuration to mission-specific requirements.

Verity integrates an exclusive license for a patented Monte Carlo cascade simulation engine, fused with Aureum's Echo State Network temporal forecasting. The result is industry-first predictive cascade analysis: knowing not just current risk state, but where disruptions will propagate and when.

Multi-source intelligence fusion across 20+ data streams
Two-stage entity resolution pipeline with 92%+ match confidence
Echo State Network ensemble forecasting at 7-, 14-, and 30-day horizons
Patented Monte Carlo cascade simulation (U.S. Patent No. 11,227,246 B2)
Geospatial intelligence with AIS/dark vessel tracking
Explainable outputs — every finding carries source URL and evidence chain
AI-powered analyst query workspace with provenance-enforced responses

7-Dimension Risk Scoring

Physical Security

Facility-level threats, conflict proximity, civil unrest

Operational Continuity

Supply disruption, financial distress, regulatory actions

Corporate / Reputational

Adverse media, litigation, beneficial ownership anomalies

Financial Market

Equity signals, volatility spikes, SEC filing anomalies

Credit / Liquidity

Financial distress modeling, macroeconomic stress

Supply Chain / Commodity

Tier-N supplier concentration, AIS anomalies, cascade exposure

Geopolitical / Regulatory

Sanctions exposure, GDELT tone, territorial control shifts

Available to qualified government and enterprise customers.

Cyber Intelligence

Black Widow

Adversary network mapping and cyber threat intelligence

● In Development

Black Widow applies Aureum's knowledge graph and entity resolution technology to the cyber domain — mapping adversary infrastructure, attributing threat actors, and surfacing actionable indicators before campaigns reach their targets.

Where traditional cyber threat intelligence platforms produce isolated indicators, Black Widow builds a connected graph of adversary behavior: infrastructure reuse patterns, persona clusters, funding networks, and operational cadences — fused across open-source, commercial, and partner feeds into a continuously updated threat picture.

Designed for SOC analysts and national security customers who need context, not just IOCs. Every finding is traceable, every connection is sourced, and the platform is built to operate at the speed of adversary adaptation.

Adversary infrastructure graph construction and attribution
Threat actor clustering across heterogeneous data sources
Persona resolution — linking technical and human indicators
Campaign pattern detection via behavioral fingerprinting
Dark web and OSINT monitoring with NLP-powered triage
Temporal forecasting — predict adversary operational windows
Integration-ready GeoJSON and STIX/TAXII compatible outputs

Intelligence Layers

Infrastructure Attribution

IP, domain, and certificate clustering to map adversary infrastructure

Threat Actor Profiling

Persistent actor tracking across TTPs, tooling, and targeting patterns

Campaign Analysis

Temporal and behavioral analysis to detect active and dormant campaigns

Financial Network Mapping

Crypto and fiat flow analysis for ransomware and cyber-criminal networks

Dark Web Intelligence

Monitored forums, markets, and channels — NLP-classified and entity-resolved

Vulnerability Correlation

Exploit activity cross-referenced against adversary targeting history

Applicable Mission Areas

SOC OperationsThreat HuntingAttribution AnalysisCounter-RansomwareNation-State TrackingInsider ThreatVulnerability PrioritizationIncident ResponseCounter-CNOSupply Chain Cyber Risk

Currently accepting design partners for early access.

Spectrum Intelligence

Proteus

Distributed cognitive sensing and RF signal fingerprinting for the contested spectrum

● In Development

Proteus is Aureum's spectrum-intelligence platform: a distributed set of RF sensors that self-organize into a cognitive mesh and build a continuously updated picture of the electromagnetic environment — with no central collector and no single point of failure.

At its core is signal fingerprinting. Proteus characterizes emissions by their distinctive signal features and associates them over time and across sensors, resolving fleeting observations into persistent emitter identities — the same entity-resolution discipline behind Aureum's Verity platform, applied to the RF domain. The result is not a raw list of detections, but a tracked, deduplicated picture of who is emitting, from where, and how their behavior is changing.

A decentralized cognitive layer — generalized from the forecasting technology in Verity — runs on each node with negligible added compute, letting the mesh anticipate how the spectrum will evolve and re-task itself around emerging conditions before they degrade, rather than merely reacting to them.

RF signal fingerprinting — characterize emissions by their distinctive signal features
Emitter association and resolution — link observations into persistent identities across time and sensors
Decentralized cognitive mesh — nodes self-organize with no central point of failure
Predictive spectrum awareness — anticipate conditions before they degrade (generalized from Verity)
Edge-native — runs on each node with negligible added compute
Self-healing and GPS-independent operation for forward-deployed sensing

Defense Applications

Spectrum Situational Awareness

A live, deduplicated picture of the electromagnetic environment

Emitter Tracking & Pattern-of-Life

Persistent identities followed across time and geography

Anomaly & New-Emitter Detection

Surface emissions that were not present before

Interference Identification

Isolate and characterize sources of disruption in the band

Electromagnetic Battle Management

Decision support for the electronic-warfare fight

Resilient Distributed Sensing

No single point of failure in contested environments

Program Roadmap

Simulation-Validated CoreMulti-Sensor Mesh PilotContested-Spectrum Demonstration

Engaging partners with deep electromagnetic-spectrum and electronic-warfare expertise.

Why Aureum

Explainability by Architecture

Every finding carries a confirmed/monitoring classification, source URL, evidence snippet, and provenance chain. Analyst-defensible outputs — not black-box scores.

Predictive, Not Reactive

Echo State Network ensemble forecasting drives forward projections per entity per day. Know what will happen, not just what already did.

Small Business Agility

Virginia-based small business with direct principal engagement on every contract. Senior engineering team adapts to dynamic government and commercial requirements without large-program overhead.