From your raw company data, we design custom ontologies and production knowledge graphs — the governed, explainable foundation that makes GraphRAG and AI agents actually trustworthy. Consultancy, engineering, and a library of ready-to-license ontologies.
We're a senior-led, boutique consultancy. Every engagement is run by architects with 15+ years in semantic technology — from strategy through to production systems your team can run independently.
We study your company data and business domain, then design formal ontologies tuned to how your organization actually works — the single source of truth from which apps, APIs and AI reason.
We connect fragmented systems — databases, documents, ERP, CRM, legacy — into a unified, queryable knowledge graph, with resolved entities and relationships that make cross-system questions answerable in days.
We ground your LLMs and agents in the knowledge graph, so every answer is traceable to a fact and every agent action is validated against your ontology — explainable AI, not a black box.
Not sure where to start? We assess your data landscape, semantic maturity and goals, then deliver a costed, best-practice roadmap and a vendor-fit analysis — technology-agnostic and honest.
We turn your ontology into a governed semantic layer over existing data — a shared, auditable definition of every business concept that keeps BI, AI and operations consistent and compliant.
We don't create dependency. Through workshops and an apprenticeship approach, we transfer the methodology so your architects and data teams can extend and own the knowledge graph.
Whether you have documents, spreadsheets, databases or none of it modelled, we combine expert knowledge engineering with modern LLM-assisted extraction to build an ontology that mirrors your domain — for any category: finance, cyber, healthcare, supply chain, real estate, manufacturing and more.
Company documents, DBs, APIs │ concept extraction (LLM + expert) @prefix acme: <.../acme#> . acme:Customer a owl:Class . acme:Policy a owl:Class . acme:holds a owl:ObjectProperty ; rdfs:domain acme:Customer ; rdfs:range acme:Policy . # + SHACL shapes, taxonomies, governance ▼ load into knowledge graph Queryable · explainable · AI-ready
Think big, start small. We prove value on a focused use case first, then scale — so you see results before committing to a large program.
We map your architecture, data landscape and goals, and deliver findings with clear, costed recommendations.
We design the ontology, integration patterns, governance and deployment — documented and approved before we build.
We build a working proof of concept against your real data — a First Implementable Version that demonstrates value.
We move from POC to production, deliver governed software, and train your team to iterate independently.
A best-practices roadmap plus a First Implementable Version knowledge-graph prototype on your data — everything you need to align stakeholders and move forward with confidence.
An intensive working session where our architects and your subject-matter experts scope the domain, sketch the starter ontology and define clear next steps.
Our knowledge engineers work alongside your team through design, build and scale — senior expertise on demand, with full knowledge transfer built in.
Every ontology we ship conforms to W3C foundations and the recognised standards of your industry — so your knowledge graph is interoperable, portable, and future-proof. No proprietary lock-in.
The foundational graph data model. Everything is a triple: subject → predicate → object. Universal, mergeable, machine-readable.
Rich formal semantics for classes, properties and axioms — enabling automated reasoning, inference and consistency checking.
The standard for thesauri, taxonomies and controlled vocabularies. Broader / narrower / related concept hierarchies.
Validates graph data against declarative shapes — the data-quality guardrail that keeps your knowledge graph trustworthy.
The query language for graphs. Pattern-match across relationships, federate across endpoints, power GraphRAG retrieval.
Linked data in developer-friendly JSON. The bridge between REST APIs, web apps and the semantic graph world.
Our domain ontologies don't reinvent the wheel — they extend the reference models your industry already trusts.
The EDM Council's semantic standard for financial instruments, legal entities and business concepts. Our finance ontologies are FIBO-aligned.
The global insurance industry's standard for policies, coverages and claims. Our insurance ontology follows the ACORD model end-to-end.
Global supply-chain identification keys and the EPCIS visibility event model. Our supply-chain ontology also aligns to the SCOR process model.
The healthcare interoperability standard, with SNOMED CT and LOINC terminologies, underpinning our clinical and patient ontologies.
The ISO/IEC 21838 top-level ontology and mid-level Common Core, giving every domain model a rigorous, upper-ontology foundation.
MITRE ATT&CK, STIX 2.1 and UCO/CASE for explainable cyber-defense knowledge graphs and digital-forensic investigation.
Select an ontology to explore its class hierarchy as a live knowledge graph, powered by Cytoscape.js. Free ontologies download instantly. Premium ontologies unlock with a subscription or one-time license.
Start free. Upgrade when your knowledge graph goes to production. Every paid plan includes commercial licensing, updates, and SPARQL-ready downloads.
Prefer to own a single ontology outright? Every premium ontology is also available as a one-time license — select it in the library above and click License.
Formal models of your domain that machines can reason over — the conceptual foundation for intelligent systems.
Enterprise knowledge connected into intelligent networks with resolved entities and traceable relationships.
LLMs made enterprise-intelligent by grounding retrieval in governed, structured knowledge.
Living, queryable models of your enterprise powering decision intelligence and autonomous workflows.
Threat graphs aligned to STIX, MITRE ATT&CK and UCO for explainable defense.
Risk, capital markets and regulatory intelligence on FIBO-aligned ontologies.
Clinical AI, patient intelligence and medical knowledge graphs.
Digital supply networks and logistics optimization at graph scale.
Industrial digital twins connecting assets, process and telemetry.
Enterprise architecture and cloud knowledge graphs.
No sales script. We'll listen to your use case, tell you honestly whether an ontology or knowledge graph is the right fit, and outline what a first engagement could look like — then help you pick a time that works.
Share your details and pick a time on our booking page. Confirmation lands in your inbox within one business day.
Partner with the team building the semantic intelligence layer for regulated, mission-critical enterprises.