Structured Intelligence for AI & Organisations.
Shared language for people, machines, and organisations.
IQ:NS turns institutional knowledge, frameworks, and operational rules into queryable knowledge graphs so AI and enterprise systems work from the same source of truth.
What IQ:NS Does
Integration is a language problem. Ontologies solve it. At scale.
Structured Knowledge, Not Documents
Documents, frameworks, and institutional rules exist as PDFs. IQ:NS turns them into machine-readable ontologies that AI agents and people can query directly.
Cross-Framework Integration
IQ:NS selects the exact ontologies you need from `./ontologies/v1/`, rather than promoting a fixed shortlist of standards. Different vocabularies are mapped into a shared semantic space so nothing falls between the cracks.
Open and Community-Driven
The core ontologies are free and open source. Built by contributors who care about getting the structure right — not selling you a dashboard.
Machine-Readable by Design
Every concept has a stable IRI, formal relationships, and alignment mappings. Your AI agents can reason over institutional knowledge without prompt-stuffing PDFs.
Institutional Intelligence
Organisations know things — obligations, risk tolerances, operating rules. IQ:NS gives that knowledge a structure that survives people changing roles.
Integration That Scales
Connect ontologies to your tools, your agents, your workflows. One shared vocabulary means less translation overhead as your AI estate grows.
From Fragmented Knowledge to Shared Intelligence
Open ontologies that connect what your organisation knows to what your AI systems do.
Structure the Knowledge
Documents, frameworks, and institutional rules are modelled as formal ontologies: classes, properties, and relationships that machines can reason over.
Map Across Frameworks
Cross-framework alignments show where concepts overlap, where they diverge, and where gaps exist. One query spans every standard.
Integrate With Your Systems
Query via SPARQL, connect via MCP, or embed in your agent workflows. The ontologies meet you where your tools already are.
Evolve Together
Frameworks change. New standards arrive. The community maintains and extends the ontologies so the knowledge stays current.
50+ Frameworks. One Shared Vocabulary.
100+ ontology files across 20+ domains. IQ:NS cherry-picks the relevant models directly from `./ontologies/v1/` and maps them into a unified vocabulary so you can understand how concepts relate across standards.
20+ Domains. One Shared Structure.
AI & Machine Learning
EU AI Act, NIST AI RMF, ISO 42001, OWASP LLM Top 10, MITRE ATLAS — 30+ AI-specific frameworks.
Financial Services
Basel III, DORA, MiFID II, SOX, SR 11-7, EBA — model risk and regulatory reporting.
Healthcare
HIPAA, EU MDR, FDA AI/ML SaMD, ONC trustworthy AI.
Legal
UN Guiding Principles on BHR, cross-domain AI-legal alignments.
Government
FedRAMP, NIST CSF, ISO 38500 — public sector accountability.
Defence
DoD RAI Principles, NATO AI Principles — responsible AI in defence.
Enterprise
COBIT, ISO 27001, ISO 31000, ISO 45001, SOC 2 — enterprise risk and security.
Education
UNESCO AI Ethics — responsible AI in learning and assessment.
Employment
EEOC, EU Equal Treatment — fairness in hiring and workforce AI.
Energy
ISO 50001 — energy management and AI integration.
Insurance
Solvency II — underwriting, claims, and pricing fairness.
Media
EU Digital Services Act — content recommendation and platform governance.
Public Safety
ISO 22320 — emergency management and surveillance governance.
Transport
UN R157 — autonomous vehicles and automated driving.
SaaS & SKMS
Service knowledge management for AWS, Azure, GCP, DigitalOcean.
Startups
UN Global Compact — responsible AI from day one.
ITIL
ITIL 4 service management ontology and SKMS connectors.
Start exploring
The core ontologies are free and open source. Grab them from GitHub, query them with SPARQL, or connect them to your agents.
View on GitHub