Universal Nexus Open Source Intelligence
Unified Risk Intelligence for Cross-Domain Operational Awareness
UNOSINT implements a semantically integrated multi-INT architecture where cyber, geospatial, financial, health, and human intelligence converge within a single evidentiary framework. Distributed contribution model with cryptographic verification and reputation-weighted fusion enables coordinated response at operational tempo while maintaining source integrity and analytical defensibility.
Purpose-built for emergency management, law enforcement intelligence, threat intelligence operations, critical infrastructure protection, and cross-domain situational awareness. Full intelligence cycle implementation with native STIX/TAXII 2.1, MITRE ATT&CK mapping, ICD 203 analytic standards, and NATO STANAG 2022 source characterization. Structured analytic techniques reduce cognitive bias: ACH, Key Assumptions Check, Red Team analysis, Indicators & Warnings.
Technical Architecture, Roadmap & Full Nexus Ecosystem Stack →
Intelligence Cooperation, Standardization, Acceleration
Proprietary intelligence platforms fragment operational environments with incompatible data models and vendor lock-in. UNOSINT provides a universal interoperability layer—correlating disparate collection streams into coherent analytical products while preserving source provenance, enabling multi-domain risk correlation, and supporting surge capacity for time-critical operations.
Cooperation
Federated sharing architecture connects ISACs, government fusion centers, research institutions, and private sector SOCs. TLP/PAP classification enforced at the object level. Cross-border collaboration maintains jurisdictional data sovereignty through edge processing and selective sync.
Standardization
Native implementation of STIX 2.1 SDOs/SROs, MITRE ATT&CK technique mapping, ICD 203 analytic standards, NATO STANAG 2022 source grading. Bidirectional format conversion preserves relationship graphs. Unified data model spans cyber, physical, financial, health, climate, and humanitarian risk domains.
Acceleration
Production-ready connectors for Maltego, Shodan, Censys, SpiderFoot, MISP, OpenCTI, TheHive, Cortex. Automated enrichment pipelines with configurable rate limiting and API key rotation. Observable-to-intelligence workflow reduces manual processing overhead.
Integrated Knowledge Graph for Risk-Centric Analysis
Proprietary platforms constrain analysis within fixed taxonomies designed for single domains. UNOSINT implements an extensible entity-relationship model that evolves with emerging threat vectors, new collection modalities, and shifting operational requirements—connecting entities, relationships, and events across all risk domains with analytical precision.
UNOSINT implements a distributed contribution model where every submission undergoes cryptographic verification and reputation-weighted assessment—enabling coordinated collection surge during emerging threats while maintaining evidentiary standards through immutable audit trails and multi-source corroboration.
Every submission digitally signed with contributor credentials. Immutable audit trail tracks chain-of-custody through analytical workflow. Evidence-grade documentation for legal and regulatory proceedings.
Contributor reliability derived from historical accuracy, peer validation, and demonstrated domain expertise. Modified Admiralty System (6x6) applied at contributor and source levels.
Structured incentives for timely reporting on emerging threats. Bounty systems mobilize distributed expertise for critical collection requirements. Operational tempo maintained through queued tasking.
Detection algorithms identify coordinated inauthentic behavior and disinformation injection. Identity verification prevents sock puppet proliferation. Anomaly detection flags suspicious reporting patterns.
Operational Risk Domains — Sector-Specific Intelligence Applications
The unified data architecture enables domain-specific specialization while maintaining cross-sector correlation capabilities critical for cascading risk analysis. Operational deployments span:
Incident Command Intelligence
Real-time situational awareness during natural disasters, mass casualty incidents, and complex emergencies. Multi-agency information fusion with ICS/NIMS compatibility. Resource allocation optimization through predictive modeling. CAP integration for alert dissemination.
Criminal Network Analysis
Organized crime network mapping with entity resolution across aliases, communications, and financial flows. Gang intelligence with territory analysis. Human trafficking investigation support. Evidence chain documentation meeting prosecutorial standards.
Adversary Tracking & Attribution
APT campaign tracking with TTP characterization and MITRE ATT&CK mapping. Attribution analysis with confidence-weighted hypothesis management. Infrastructure monitoring for C2 detection. Indicator lifecycle management with false positive suppression.
Radicalization & Plot Detection
Online radicalization monitoring across platforms. Travel pattern analysis with border crossing correlation. Financing flow tracking through formal and informal channels. Operational planning indicators with escalation detection.
OT/IT Convergence Security
Unified visibility across IT and OT boundaries. ICS/SCADA protocol analysis for anomaly detection. Supply chain threat intelligence for component provenance. Sector-specific threat feeds (E-ISAC, WaterISAC, ONG-ISAC, Health-ISAC).
AML & Sanctions Enforcement
Multi-jurisdictional money laundering investigation with entity resolution across accounts and beneficial owners. Sanctions evasion detection through transaction pattern analysis. Cryptocurrency tracing with mixer deobfuscation. SAR documentation workflows.
Open Data Streams
Pluggable collector architecture ingests from any data source—public feeds, commercial APIs, proprietary sensors, human reporting. Standard adapters for common formats with custom connector SDK for specialized sources. No vendor lock-in on collection.
Processing & Enrichment Pipeline
Automated entity extraction, relationship inference, and schema normalization. NLP-powered classification with configurable models. Geographic and temporal alignment. Deduplication with fuzzy matching preserves analytically distinct observations.
Distributed Knowledge Graph
Federated graph architecture enables institutional data sovereignty while supporting cross-boundary queries. Selective sync respects classification levels. Edge processing reduces latency for time-critical operations. Horizontal scaling for enterprise volumes.
Intelligence Infrastructure for Operational Deployment
UNOSINT implements each phase of the intelligence cycle—requirements, collection management, processing/exploitation, analysis, production, and dissemination—with documented audit trails and configurable access controls.
Ground Truthing
AI & ML ValidationSystematic verification workflows for AI-generated assessments. Cross-reference automated outputs against primary sources. Track epistemic confidence through the analytic chain with explicit uncertainty quantification.
Forensic Risk Analysis
Post-IncidentEvidence-grade reconstruction of security incidents and cascading failures. Immutable logging with cryptographic verification. Chain-of-custody documentation suitable for regulatory and legal proceedings.
Anticipatory Intelligence
Early WarningIndicator development and threshold monitoring for weak signal detection. Scenario-based signpost tracking. Integration points for CAP (Common Alerting Protocol) and sector-specific early warning infrastructure.
Multi-Domain Fusion
All-SourceUnified analytical workspace correlates OSINT, GEOINT, SIGINT, CYBINT, FININT, and on-chain data with consistent entity resolution. Graph-based relationship exploration across collection domains.
Multi-INT Collection & Analysis
Integrated collectors and analytical modules across traditional and emerging intelligence disciplines. Each domain maintains its methodological specificity while contributing to all-source fusion.
Open Source Intelligence
Publicly Available Information
Media, academic, government, commercial, dark web sources. SpiderFoot, theHarvester, Recon-ng, Hunchly integration.
Geospatial Intelligence
Location-Based Analysis
Satellite imagery, terrain analysis, facility monitoring, movement patterns. Maxar, Planet, Sentinel Hub, OpenStreetMap.
Signals Intelligence
Electronic Signals Collection
RF analysis, protocol decode, emitter identification, geolocation, spectrum mapping. SDR integration, legal framework compliance.
Cyber Intelligence
Digital Threat Analysis
Malware analysis, C2 tracking, vulnerability intelligence, APT tracking, TTP characterization. MISP, OpenCTI, VirusTotal native.
Financial Intelligence
Financial Flows Analysis
AML detection, sanctions screening, UBO analysis, transaction tracing, risk scoring. Chainalysis, Elliptic, TRM Labs compatible.
Human Intelligence
Human Source Support
Source management, debriefing documentation, reliability tracking, elicitation planning. Secure comms, E2E encryption.
Social Media Intelligence
Network & Narrative Analysis
Influence operations, network mapping, sentiment analysis, narrative tracking, bot detection. Maltego, CrowdTangle integration.
Imagery Intelligence
Visual Collection & Analysis
Optical, infrared, multispectral imagery analysis. Object detection, classification, tracking. ML-powered auto-classification.
Technical Intelligence
Equipment & Systems Analysis
Foreign materiel exploitation, reverse engineering, technical characteristics, capability assessment. Patent mining, supply chain.
Measurement & Signature
Physical Phenomena Analysis
Acoustic, seismic, magnetic, nuclear, radar signatures. Environmental sensing and characterization. Sensor fusion.
Blockchain Intelligence
DeFi & DePIN Analysis
Multi-chain transaction tracing, smart contract analysis, entity resolution, address clustering, mixer tracing, DePIN node mapping.
Health Security Intel
Public Health Surveillance
Epidemic surveillance, outbreak detection, syndromic monitoring, genomic tracking. WHO IHR compliance. Health-ISAC integration.
Additional Disciplines: COMINT, ELINT, INFRINT, CLIMINT, POLINT, MEDINT
UNOSINT's extensible architecture supports communications intelligence (COMINT), electronic intelligence (ELINT), infrastructure intelligence (INFRINT), climate intelligence (CLIMINT), political intelligence (POLINT), and medical intelligence (MEDINT). Plugin architecture enables custom collector development for any specialized domain.
Analytic Standards & Structured Techniques
Intelligence cycle implementation following ICD 203 analytic standards and NATO STANAG 2022 source characterization. Structured techniques reduce cognitive bias and produce defensible assessments with explicit confidence statements.
Collection Management
PIR/SIR requirements definition. Collection deck management. Source tasking and prioritization. Automated gap analysis and coverage assessment.
Processing & Exploitation
Entity extraction. Language detection and translation. Data normalization. PII handling with redaction. Deduplication and correlation.
All-Source Analysis
Link analysis and graph exploration. Timeline reconstruction. Hypothesis management. Confidence assessment with ICD 203 levels.
Production & Dissemination
STIX 2.1 export. TLP/PAP classification. Customizable report templates. Distribution controls. Automated briefing generation.
5G/6G, Smart Cities & DePIN Networks
Specialized collection and analysis modules for next-generation telecommunications, municipal IoT deployments, and decentralized physical infrastructure networks. Protocol-level visibility into operational technology environments.
Native Support for IC & Industry Standards
Implemented standards enable interoperability with existing tooling and institutional workflows. Format conversion preserves semantic relationships and provenance metadata.
Structured threat information exchange
Adversary TTPs framework
Defensive countermeasures
AI/ML adversarial threats
Adversary engagement ops
Cyber analytics repository
Malware classification
Log detection signatures
Network IDS rules
Malware sandbox
Endpoint forensics
Endpoint visibility
Malware info sharing platform
Threat intelligence platform
Incident response platform
Observable analysis engine
TI aggregation
TI repository
Vulnerability database
Scoring & prediction
Attack patterns & weaknesses
Known exploited vulns
Analytic standards
Intel reporting standard
Sector-Specific Intelligence Applications
Unified framework with sector-specific ontologies and collection requirements for national security, public health, critical infrastructure, climate, financial systems, and humanitarian operations.
Energy, Water, Transport
NERC CIP, ICS-CERT, SCADA/ICS, E-ISAC, WaterISAC, Transportation ISAC integration
Epidemic Surveillance
WHO IHR, syndromic surveillance, outbreak detection, Health-ISAC, genomic tracking
Disaster Risk Reduction
Sendai Framework, FEMA NIMS, early warning systems, climate modeling, resilience
AML & Systemic Risk
FATF, FS-ISAC, sanctions compliance, crypto tracing, systemic risk monitoring
Defense & Intelligence
ICD 203, NATO STANAG 2022, classified environments, air-gapped deployment
5G/6G Network Security
RAN monitoring, core signaling, SBOM, supply chain risk, spectrum analysis
IoT & Urban Systems
Sensor networks, smart grid, traffic, MQTT/CoAP, anomaly detection, digital twin
Crisis Response
Conflict monitoring, displacement tracking, aid coordination, OCHA, UNHCR integration
Production-Ready Tool Integration
Maintained connectors for established OSINT platforms enable unified workflow without abandoning existing tooling investments. API-based integration with configurable collection parameters.
Link analysis, entity correlation, graph visualization, transform hub
IoT discovery, exposed services, banner grabbing, vulnerability correlation
Internet-wide scanning, certificate search, host discovery
Automated OSINT, reconnaissance automation, 200+ modules
Malware scanning, file/URL analysis, retrohunt, livehunt
Website scanning, phishing detection, screenshot capture
Web reconnaissance framework, modular architecture
Email, domain, subdomain enumeration, OSINT gathering
Additional Integrations:
IntelOwl, Hunchly, SecurityTrails, PassiveTotal, DomainTools, Greynoise, Pulsedive, AlienVault OTX, Have I Been Pwned, Passive DNS, Certificate Transparency, BGP Toolkit, and custom API connectors
Structured Contribution Mechanisms
Defined pathways for expert contribution to framework development, capability expansion, and collaborative research under the Nexus Platforms governance model.
Research Quests
Scoped analytical challenges with defined deliverables and evaluation criteria. Progressive complexity tiers from foundational to advanced. Completion builds verifiable track record within the Credit Rewards System (CRS).
Sponsored Bounties
Institutional sponsors define specific capability gaps or intelligence requirements. Open participation with documented evaluation rubrics. Funding sources include partner organizations, government grants, and enterprise agreements.
Infrastructure Builds
Technical development of collectors, analytical modules, and platform integrations. Accepted contributions merge to core repository with permanent attribution. Code review process maintains quality standards.
Innovation Sprints
Time-bounded collaborative events addressing emerging threat vectors or identified capability gaps. Cross-functional teams work toward defined deliverables. Outputs feed into roadmap prioritization.
Credit Rewards System (CRS)
Earn credits for Quest completion, Bounty wins, Build contributions, and peer review. Credits unlock advanced capabilities, priority access, and governance participation in the Nexus ecosystem.
Integrated Learning Accounts (ILAs)
Personalized skill development pathways. Track certifications, completed training, and demonstrated competencies. Professional credentials recognized across institutions.
Defined Pathways for Institutional Participation
Tiered engagement structures accommodate individual practitioners, research institutions, government agencies, and enterprise deployments with appropriate access levels and support commitments.
Membership
Platform access for individual practitioners. Quest participation and certification pathways. Professional credential tracking via Integrated Learning Accounts. Community discussion access.
Learn MorePartnership
Institutional deployment with custom integration support. Dedicated technical liaison. Roadmap input through governance participation. Documented SLA for support response.
Learn MoreSponsorship
Direct funding allocation for specific capability development. Named bounty and research program sponsorship. Early access to sponsored features. Public attribution for contributions.
Learn MoreFellowship
Competitively selected appointments for sustained research contribution. Institutional affiliation and infrastructure access. Publication and dissemination support for research outputs.
Learn MoreDeployment Configurations by Operational Context
Architecture accommodates varied deployment requirements across government, critical infrastructure, financial services, and research environments with appropriate security controls and compliance documentation.
Government & Defense
National SecurityAir-gapped deployment option with offline installation packages. Comprehensive audit logging. Security hardening documentation for classified environments. Sovereign data residency configurations. FedRAMP authorization pathway.
Critical Infrastructure
Utilities & TelecomOT/ICS protocol parsing for Modbus, DNP3, IEC 61850. NERC CIP compliance documentation. Telecom-specific collectors for RAN and core network signaling. Supply chain risk assessment workflows.
Financial Services
AML & RiskFATF-aligned investigation workflows. Sanctions list integration with automated screening. On-chain transaction tracing for crypto-related cases. Due diligence report generation. FS-ISAC feed ingestion.
Research & Academia
Universities & LabsAcademic licensing for research use. Fellowship program integration. Data export for method validation studies. Curriculum development resources. Grant proposal support documentation.
Professional Intelligence Services
GCRI operates as a non-profit system integrator, providing direct services and facilitating access to vetted providers through a vendor-agnostic marketplace.
Custom collector development. Source acquisition. Dark web monitoring. Social media monitoring. Technical collection. Sensor deployment.
Threat assessment. Risk analysis. Due diligence. Competitive intelligence. Geopolitical analysis. Scenario planning. Red team exercises.
SIEM/SOAR integration. Custom API development. Data pipeline engineering. Platform migration. Legacy system bridging.
Analyst training programs. Platform certification. Tradecraft courses. SAT workshops. Custom curriculum development.
24/7 monitoring. Alert triage. Threat hunting. Incident response. Intelligence-as-a-Service. Dedicated analyst teams.
Program design. Capability assessment. Maturity modeling. Roadmap development. Governance frameworks. Policy development.
Vendor-Agnostic Marketplace
As a non-profit system integrator, GCRI maintains no financial interest in specific vendor outcomes. The marketplace connects institutions with vetted commercial and open-source providers based on documented capability assessments. Interoperability requirements ensure data portability. Evaluation criteria and provider performance metrics are published transparently.
Evidence Quality Levels (EQL)
Standardized confidence taxonomy aligned with ICD 203 estimative language and academic evidentiary standards. Explicit qualification enables consumers to appropriately weight assessments.
Unverified single source
Corroborated reporting
Multiple independent sources
Analytically validated
Peer reviewed assessment
Authoritative / Ground truth
Critical Infrastructure for Risk Management & Resilience
UNOSINT operates within the Nexus Platforms economic model—a sustainable ecosystem enabling continuous intelligence operations, capability development, and institutional coordination against persistent and emerging risks.
Intelligence as Critical Infrastructure
Organizations facing continuous risk—cyber threats, financial fraud, regulatory uncertainty, geopolitical instability, supply chain disruption—require persistent intelligence operations rather than episodic consulting engagements. UNOSINT provides the foundational infrastructure enabling:
Verification of claims in finance, development, policy, ESG reporting
Evidence-grade investigation of incidents, fraud, and cascading failures
Early warning and weak signal detection across risk domains
Persistent surveillance of threat actors, indicators, and risk factors
Challenge: National security agencies face persistent threats from state actors, terrorist organizations, and transnational criminal networks. Intelligence requirements span cyber, geospatial, financial, and human domains simultaneously.
UNOSINT Provides: Unified multi-INT analytical environment with air-gapped deployment options. ICD 203 and NATO STANAG 2022 compliance. Full audit trails for oversight. Sovereign data residency. Integration with existing classified systems through documented APIs.
Outcome: Reduced analytical cycle time. Improved cross-domain correlation. Defensible assessments with explicit confidence levels. Enhanced inter-agency information sharing.
Challenge: Energy, water, telecom, and transportation operators face converging IT/OT threats. 5G/6G deployments expand attack surface. Supply chain vulnerabilities in network equipment. Regulatory compliance requirements (NERC CIP, NIS2).
UNOSINT Provides: OT/ICS protocol visibility (Modbus, DNP3, IEC 61850). RAN and core network signaling analysis. SBOM integration for supply chain risk. Telecom ISAC feed ingestion. Compliance documentation and audit support.
Outcome: Unified visibility across IT/OT boundaries. Reduced mean-time-to-detect for infrastructure threats. Documented compliance posture. Supply chain risk quantification.
Challenge: Banks, asset managers, and regulators face sophisticated financial crime, sanctions evasion via crypto, ESG claim verification requirements, and systemic risk from interconnected exposures.
UNOSINT Provides: FATF-aligned investigation workflows. Multi-chain transaction tracing. Sanctions list integration with automated screening. UBO analysis and corporate structure mapping. ESG claim ground truthing against primary sources.
Outcome: Reduced false positive rates through multi-source correlation. Evidence-grade investigation documentation. Crypto exposure visibility. Verifiable ESG due diligence.
Challenge: Think tanks, universities, and policy organizations need to verify claims, assess source reliability, and produce defensible analysis. Development agencies require ground truthing of program outcomes and impact claims.
UNOSINT Provides: Structured analytic techniques (ACH, Key Assumptions Check). Source reliability assessment using modified Admiralty System. Evidence Quality Levels (EQL) for transparent confidence communication.
Outcome: Methodologically rigorous analysis. Verifiable claims with explicit uncertainty bounds. Reproducible research workflows. Cross-domain evidence synthesis.
UNOSINT operates within the Nexus Platforms credit economy, enabling sustainable contribution and capability development without traditional vendor lock-in or per-seat licensing friction.
Earned through accepted peer reviews, successful replications, and benchmark contributions. Cannot be purchased—only earned through demonstrated expertise.
Earned through submissions, quest completion, and platform engagement. Baseline currency tracking contribution history and unlocking platform features.
Earned through peer support, mentoring, and community building. Boosts profile visibility and matching priority for funding and collaboration.
Utility tokens for AI services, compute resources, API access, and premium features. Allocated through subscriptions, earned through high vCredit conversion.
Institutions post specific intelligence requirements with funding attached. Researchers compete to deliver. Escrow-protected payments with blind evaluation.
For: Researchers, AnalystsDemocratic funding allocation where small contributions are matched from sponsor pools. More unique contributors = higher matching multiplier.
For: Community ProjectsPartner foundations and agencies route grant programs through the platform. Standardized applications with integrated deliverables tracking.
For: Research TeamsGrand challenges with prize pools. Benchmark competitions, prediction tournaments, solution challenges. Performance-based prize distribution.
For: Competitive TeamsMonetize domain expertise through briefings, advisory sessions, and expert testimony. Platform handles matching, scheduling, and compensation.
For: Domain ExpertsLicense datasets, trained models, and intelligence products through the marketplace. Ongoing revenue from contributed artifacts.
For: Data ProducersProgressive access structures accommodate individual practitioners through enterprise consortia, with capabilities scaled to operational requirements.
Institutional Volume & Consortium Benefits
10+ seats: 15% • 25+ seats: 25% • 50+ seats: 35% • 100+ seats: 45%. Consortium pricing available for multi-institution agreements.
Dedicated research environments. Internal-only intelligence products. Custom branding. SSO integration. Admin dashboards with usage analytics.
Account management. Priority technical support. Custom onboarding. Quarterly business reviews. Direct roadmap input.
Intelligence in the De-Risking Chain
UNOSINT operates as the evidence engine within the broader Nexus ecosystem—intelligence outputs flow into policy shaping, governance decisions, capital allocation, and coordinated action across risk domains.
Intelligence Platform Role: Ground truth verification • Uncertainty quantification • Evidence synthesis • Bounded assessments with explicit confidence levels • Routing to downstream platforms
Persistent Threat Intelligence
Continuous APT tracking, vulnerability intelligence, incident correlation. MITRE ATT&CK mapping. TTP evolution monitoring. Proactive threat hunting support.
Transaction & Exposure Analysis
AML investigation support, sanctions monitoring, crypto tracing, counterparty risk, systemic exposure mapping. Regulatory compliance documentation.
Stability & Conflict Monitoring
Political instability indicators, conflict early warning, sanctions trajectory, supply chain exposure to geopolitical flashpoints. Scenario-based planning support.
Supply Chain & Infrastructure
Supplier risk monitoring, logistics disruption tracking, critical dependency mapping. Infrastructure vulnerability assessment. Business continuity intelligence.
Non-Profit Sustainability Model
GCRI, GRF, and GRA operate as registered non-profit organizations. Revenue from memberships, partnerships, sponsorships, and services sustains operations without commercial conflicts. The model ensures:
No financial interest in specific tool or provider recommendations
Permissive licensing ensures framework remains freely available
Documented decision processes with stakeholder input mechanisms
Mission-driven development serving global risk reduction
Technical & Operational Details
What is Universal Nexus Open Source Intelligence (UNOSINT)?
UNOSINT is a multi-INT collection and analysis framework that implements the full intelligence cycle: requirements definition, collection management, processing/exploitation, all-source analysis, production, and dissemination. The framework spans all intelligence domains—cyber, geospatial, financial, human, signals, health, climate—rather than focusing on a single discipline. It provides the interoperability layer connecting existing tools, standards, and data formats within a unified analytical environment.
Who develops and governs UNOSINT?
Three non-profit organizations collaborate on UNOSINT development: GCRI (Global Centre for Risk and Innovation, US/Canada) leads technical development and maintains the core repository. GRF (Global Risks Forum, Switzerland) coordinates international governance structures and policy alignment. GRA (Global Risks Alliance, US) manages institutional partnerships and deployment support. Governance decisions follow documented processes with stakeholder input mechanisms.
Is GCRI a commercial vendor?
No. GCRI is registered as a non-profit organization and operates as a system designer and integrator. GCRI does not sell intelligence products or take equity positions in commercial ventures. The organization develops open infrastructure, operates a vendor-agnostic marketplace, and provides integration services. Revenue from memberships, partnerships, and grants supports R&D and community programs. The open-source core remains freely available under permissive licensing.
How does UNOSINT relate to MISP, OpenCTI, or other TI platforms?
UNOSINT integrates with MISP, OpenCTI, TheHive, Cortex, and similar platforms through bidirectional sync connectors. These platforms provide excellent cyber threat intelligence capabilities, and UNOSINT preserves that investment while extending analytical coverage to non-cyber domains (GEOINT, FININT, HEALTHINT, SIGINT, HUMINT). The integration layer converts between data formats while maintaining entity relationships and provenance metadata.
Can UNOSINT deploy air-gapped for classified environments?
Yes. Air-gapped deployment is supported with offline installation packages containing all dependencies. The architecture separates collection components (which may require network access depending on sources) from analysis components (which operate fully isolated). Security hardening guides document configuration for classified environments. Data residency controls support sovereign requirements. FedRAMP authorization documentation is in development for US government deployments.
What is the licensing model?
The open-source core is released under a permissive license (Apache 2.0) with no usage restrictions. Enterprise deployment features, commercial feed connectors, dedicated support channels, and SLA-backed response times are available through partnership agreements. Managed service options exist for organizations preferring hosted deployment. The non-profit structure ensures the core framework remains freely available.
What capabilities exist for 5G/6G and smart city environments?
Telecom-specific collectors support RAN monitoring, core network signaling analysis (Diameter, GTP-C, SBI protocols), and spectrum characterization. Supply chain risk modules integrate SBOM data with vulnerability databases. Smart city deployments leverage MQTT/CoAP ingestion for sensor networks, SCADA/ICS protocol parsing (Modbus, DNP3, IEC 61850), and grid telemetry analysis. Telecom ISAC feed integration is available for subscribers.
What blockchain and DePIN capabilities are available?
On-chain analysis modules support multi-chain transaction indexing (EVM-compatible chains, Solana, Cosmos ecosystem), mempool monitoring for pending transaction intelligence, and smart contract bytecode analysis. Entity resolution employs address clustering heuristics and exchange attribution. DePIN-specific capabilities include node geographic mapping and performance anomaly detection. Data formats are compatible with outputs from commercial blockchain analytics providers (Chainalysis, Elliptic, TRM Labs).
How can institutions sponsor specific capability development?
Sponsorship agreements allocate funding to specific development priorities: bounty programs, research quests, or named capability initiatives. Sponsors receive early access to sponsored features, governance participation for roadmap input, and public attribution. Sponsored work contributes to the open-source core under the same permissive license, ensuring broad community benefit. Custom sponsorship structures can align with institutional strategic priorities and compliance requirements.
What standards does UNOSINT implement?
Native STIX/TAXII 2.1 implementation with full SDO/SRO support. MITRE framework integration: ATT&CK for adversary TTPs, D3FEND for defensive techniques, ATLAS for AI/ML threats, ENGAGE for adversary engagement, CAR for detection analytics. Bidirectional sync with MISP and OpenCTI. Detection rule formats: YARA, Sigma, Snort/Suricata. Analytic standards: ICD 203 confidence levels, NATO STANAG 2022 source grading. Vulnerability data: CVE/NVD, CVSS, EPSS, CAPEC, CWE, CISA KEV. Classification: TLP/PAP. Risk frameworks: ISO 27001, ISO 22301, Sendai Framework alignment.
One Framework. All Risk Domains. Operational Intelligence.
Unified multi-INT architecture connecting collection, analysis, and dissemination across cyber, financial, geopolitical, health, and infrastructure risk domains.
Emergency management, law enforcement, threat intelligence, critical infrastructure protection—structured engagement pathways for practitioners, institutions, and operational commands.