Semantic Arts
Semantic Arts is a US-based professional services firm that helps large enterprises implement data-centric architecture, ontologies, and knowledge graphs using open semantic standards and its proprietary gist upper ontology. It serves enterprise clients across pharmaceuticals, financial services, manufacturing, government, and publishing.
- Company typePrivate
- Founded2000
- HeadquartersFort Collins, United States
- Headcount11–50
- GTM typeB2B
- OfferingServices
What Semantic Arts does
Semantic Arts is a US-based professional services firm founded in 2000 and headquartered in Fort Collins, Colorado. The company helps large enterprises overcome integration debt by implementing data-centric architecture, ontologies, and knowledge graphs built on open W3C standards (RDF, SPARQL, OWL). Its core delivery is a consultative engagement model where two to three Semantic Arts consultants work alongside client teams using a proprietary "Think Big, Start Small" methodology, typically contracted over multi-year periods at quoted, formulaic rates.
The firm's technical foundation is its proprietary gist upper ontology — a minimalist enterprise ontology of approximately 100 classes and a comparable number of attributes and relationships, free under Creative Commons Attribution 4.0 — supplemented by vertical accelerators such as gistPharma (R&D, clinical, manufacturing, regulatory compliance; aligned to BFO, CDISC, Allotrope, IDMP-O, HL7 FHIR) and gistBFO (BFO bridge ontology). Semantic Arts builds knowledge graphs primarily on partner stacks from Franz, Stardog, Ontotext, TopQuadrant, and Oxford Semantics, and pairs engagements with an apprenticeship program intended to transfer methodology to client teams.
The business is a bootstrapped, self-sustaining consulting practice with approximately 30+ technical staff. In 2025 the founders transitioned ownership to an irrevocable trust, making the firm employee-governed and structurally unable to accept outside investment or be acquired. Customer logos span pharma (Amgen, AstraZeneca), financial services (Morgan Stanley, Goldman Sachs, Citi, JP Morgan, Capital One, Broadridge), consumer products (Procter & Gamble), manufacturing (Schneider Electric), government (IMF), healthcare (MD Anderson), data publishing (LexisNexis), energy (Chevron), and telecom (Verizon). Marketing is content- and event-led through DCAF and EDTS, books authored by co-founders, a YouTube library, and the gist community forum.
Semantic Arts firmographics
Firmographics- Name
- Semantic Arts
- Legal name
- Semantic Arts, Inc.
- Website
- https://semanticarts.com
- Company type
- Private
- Founded year
- 2000
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Semantic Arts is a US-based professional services firm that helps large enterprises implement data-centric architecture, ontologies, and knowledge graphs using open semantic standards and its proprietary gist upper ontology. It serves enterprise clients across pharmaceuticals, financial services, manufacturing, government, and publishing.
- Ownership category
- akta.pro rank
Semantic Arts industry classification
Industry- Product category
- Enterprise Data Management Consulting
- NAICS
- Management, Scientific, and Technical Consulting Services (5416), Computer Systems Design and Related Services (54151), Management Consulting Services (54161)
- SIC
- Services-Management Consulting Services (8742), Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Enterprise Architecture & IT Operating Model (BPAHAEAB)
- akta.pro secondary industries
- Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ), Enterprise Architecture & Technology Roadmapping (BPAEAAAC), Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)
Keywords
Where Semantic Arts is headquartered
LocationHeadquarters
- HQ city
- Fort Collins
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Semantic Arts business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Professional Services - Data-Centric Transformation: Consulting engagements for data-centric architecture implementation. Projects typically involve 2-3 consultants working alongside client teams to build ontologies, implement knowledge graphs, and guide enterprise transformation. The company uses a methodology-based approach with documentation and training included.
- Ontology Development Services: Custom ontology design and development tailored to specific industry domains including life sciences, financial services, publishing, manufacturing, and government. Includes requirements gathering with subject matter experts and alignment with business objectives.
- Training and Apprenticeship Programs: The company has developed an apprenticeship program to ensure client self-sufficiency, providing full methodology documentation and ontology development training.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Enterprise consulting engagements |
Go-to-market motion2 records
Distribution channels1 record
Marketing channels8 records
Semantic Arts product offering
Product offeringCore offering
Semantic Arts is a professional services firm that helps enterprises overcome integration debt by implementing data-centric architecture based on semantic web standards (RDF, SPARQL, OWL), ontologies, and knowledge graphs. Engagements typically involve 2-3 consultants working alongside client teams to design and build enterprise ontologies, harmonize data across systems, and deploy knowledge graphs using the firm's proprietary "Think Big, Start Small" methodology. The firm also develops and freely distributes open-source ontology products (gist, gistPharma, gistBFO) under Creative Commons to accelerate adoption and feed its consulting pipeline.
Product overview
Semantic Arts is a professional services firm specializing in data-centric transformation for enterprises. The company's core offering is consulting services structured around Data-Centric Transformation, which encompasses service modules for Data-Centric Architecture, Ontology Development, Semantic Data Modeling, Data-Centric Deployment, and Consulting and Training. In addition to services, Semantic Arts develops and distributes open-source ontology products including gist (their minimalist upper ontology for enterprises), gistPharma (a pharmaceutical-specific ontology accelerator), and gistBFO (a BFO-compatible bridge ontology). The portfolio centers on using semantic standards, knowledge graphs, and ontologies to help organizations overcome integration debt and achieve data interoperability.
Differentiator
Problem solved
Functional benefit
Products and services
- Data-Centric Transformation Services Professional consulting services helping enterprises become data-centric through semantic knowledge graphs and ontologies. Includes assessment, design, implementation, and governance services. Each project typically involves 2-3 Semantic Arts consultants working alongside client teams.
- Ontology Development Expert knowledge representation and ontology engineering services tailored to specific domains including life sciences, financial services, publishing, and manufacturing. Uses the proprietary gist upper ontology as an accelerant.
- Semantic Data Modeling Service that infuses data with semantic meaning to enable intelligent and contextual decision-making, integrating data from disparate sources including both structured databases and unstructured text.
- Data-Centric Deployment Structured methodology for integrating knowledge graphs with existing infrastructure to ensure production readiness. Includes data pipeline management, normalization, annotation, testing, and query interface development.
- Consulting and Training (Apprenticeship Program) Apprenticeship program ensuring client self-sufficiency, providing full methodology documentation and ontology development training to enable client teams to operate independently.
- gist Upper Ontology Minimalist upper ontology for the enterprise, freely distributed under Creative Commons Attribution 4.0 license. Provides maximum coverage of typical business concepts with minimal primitives and ambiguity, defining approximately 100 classes and similar number of attributes and relationships.
- gistPharma Knowledge graph accelerator built for pharmaceutical and clinical use cases. Covers R&D, Chemistry Quality Control, Manufacturing, Clinical Trials, and Regulatory Compliance. Compliant with BFO, CDISC, Allotrope, IDMP-O, and HL7 FHIR standards.
- gistBFO Open-source bridge ontology that supplements gist to provide alignment with Basic Formal Ontology (BFO), available on GitHub for public use.
Quantifiable outcome
- 40-60% IT cost reduction potential by eliminating data integration waste
- +2 more outcomes
Companies that use Semantic Arts
Customer profileNamed customers15 records
Segments6 records
Ideal customer profiles4 records
Semantic Arts technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature4 records
Semantic Arts partnerships and signals
Strategic signalPartnerships
15 partnerships are on record, tiered core, secondary and minor.
- Franz InccorePartnership on client projects including MD Anderson and IBB for Industry Knowledge Graph development. Their Allegro Graph Triple Store is used internally by Semantic Arts for over a decade, running timekeeping and project management systems.
- StardogcorePremier semantic knowledge graph supplier. Partnered with professional services and product teams during implementation and tool enhancement with two of Semantic Arts' largest clients: Morgan Stanley and IDA.
- OntotextcoreGlobal leader in enterprise knowledge graph technology and semantic database engines. GraphDB is their leading RDF database. They have open-sourced front-end and engine plugins to empower knowledge graph solutions.
- TopQuadrantsecondarySemantic Arts has taught their ontology course at least six times using TopBraid and Maestro tools. Also used on ontology-building projects with P&G, Sallie Mae, and LexisNexis.
- FlureecoreDeveloped joint service offering in pharmaceutical and life sciences domain to accelerate eCTD filings. Also worked with Semantic Arts on student credentialing project at Arizona State University.
- PwCcoreThree-mode partnership: PwC can subcontract Semantic Arts on semantic technology projects; Semantic Arts can subcontract PwC for domain expertise or resource scaling; joint bidding on combined skills projects. Partnered on Morgan Stanley engagement and internal projects.
- Coherent KnowledgesecondaryPartnered on Schneider Electric project to create semantic rule-based approach to electric product configuration.
- Be InformedsecondaryWorked together on P&G project to redefine material tracking and approval processes. Be Informed is an independent software vendor for business process transformation.
- LymbasecondaryCollaborated on extracting triples from Equity Analyst Research Reports and conforming to ontology; also worked on chatbot automation and question rewriting. K-Extractor product used for RDF triple extraction from unstructured documents.
- ProgresssecondaryWorked with Progress team at Sallie Mae to convert ontology into canonical message model using DXSI tool, then built SOA messages for new line of business integration. Currently evaluating Corticon suite for compatibility.
- ROI TrainingminorCollaborated on workshop for JP Morgan in Bournemouth, England.
- Soal TechnologiesminorWorked on enterprise architecture and long-range plan for Texas Teachers Retirement System.
- GraphwisesecondaryWorking together to develop enterprise semantic search capabilities for organizations using SharePoint, including taxonomy and ontology development.
- Global IDssecondaryMSA recently signed to follow systematic approach for cost reduction in data ecosystem. Joint project planned.
- Oxford Semantics (RDFox)secondaryWorking with RDFox at Payzer, a software services firm for the HVAC contractor space. RDFox is high-performance knowledge graph and semantic reasoning engine spun out from University of Oxford.
Scale indicators5 records
Recent moves7 records
Expansion highlights6 records
Semantic Arts competitors and assessment
Company assessmentDirect peers
- Stardog: Enterprise knowledge graph platform vendor with a services arm; co-delivered Semantic Arts' Morgan Stanley engagement and competes for the same ontology+KG deployments.
- Ontotext: Provider of GraphDB and semantic technology services for enterprise data integration; competes head-to-head for the same data-centric transformation programs as Semantic Arts.
- PoolParty Semantic AI: Semantic AI platform combining knowledge graphs, ontology tooling, and consulting for enterprise taxonomy and metadata management, mirroring Semantic Arts' core offering.
- Cambridge Semantics: Boston-based provider of semantic graph and knowledge graph technology with professional services for enterprise data integration, very similar in offering and target customer to Semantic Arts.
- TopQuadrant: Ontology tooling vendor (TopBraid) and ontology consulting practice that Semantic Arts already partners with; directly comparable in semantic modeling services and enterprise ontology delivery.
- Franz Inc: AllegroGraph triple store vendor that has been Semantic Arts' internal platform of choice for over a decade; competes for the same enterprise knowledge graph delivery work.
Others
- Enterprise Knowledge Graph Foundation: Industry foundation co-founded by Semantic Arts advisor Michael Atkin; shapes enterprise KG standards and produces demand signals for Semantic Arts-style consulting.
Broad incumbents
- Neo4j: Larger graph database and analytics platform with a professional services practice; overlaps with Semantic Arts on knowledge-graph deployment, though focused on property graphs rather than RDF/OWL.
- Palantir Technologies: Large enterprise data integration and ontology platform vendor (Foundry/Ontology); addresses the same enterprise data harmonization problem at much larger scale.
- Accenture: Global systems integrator with large data and analytics practice increasingly bundling semantic/KG services; competes for the same enterprise transformation RFPs that Semantic Arts and its SI partners pursue.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Semantic Arts social profiles
Digital presenceSemantic Arts financial estimates
Financial estimateRevenue estimate
Valuation estimate
Semantic Arts leadership team
Management profileNumber of profiles
Profiles29 records
Semantic Arts funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Semantic Arts M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Semantic Arts
What does Semantic Arts do?
Semantic Arts is a professional services firm that helps enterprises overcome integration debt by implementing data-centric architecture based on semantic web standards (RDF, SPARQL, OWL), ontologies, and knowledge graphs. Engagements typically involve 2-3 consultants working alongside client teams to design and build enterprise ontologies, harmonize data across systems, and deploy knowledge graphs using the firm's proprietary "Think Big, Start Small" methodology. The firm also develops and freely distributes open-source ontology products (gist, gistPharma, gistBFO) under Creative Commons to accelerate adoption and feed its consulting pipeline.
Is Semantic Arts a public or private company?
Semantic Arts is a private company. It is classified as management employee owned and is currently operating.
When was Semantic Arts founded?
Semantic Arts was founded in 2000. It employs 11 to 50 people.
Where is Semantic Arts based?
Semantic Arts is headquartered in Fort Collins, United States, in the North America region.
How does Semantic Arts make money?
Three revenue lines are on record. Professional Services - Data-Centric Transformation is the primary driver. The others are ontology Development Services and training and Apprenticeship Programs.
Who are Semantic Arts's main competitors?
Direct peers on record are Stardog, Ontotext, PoolParty Semantic AI, Cambridge Semantics, TopQuadrant and Franz Inc. Enterprise Knowledge Graph Foundation is listed as an others. Broad incumbents are Neo4j, Palantir Technologies and Accenture.
Does Semantic Arts have an API?
No public API is recorded for Semantic Arts.
What industry is Semantic Arts in?
Semantic Arts's product category is Enterprise Data Management Consulting. Its primary akta.pro industry code is BPAHAEAB, Enterprise Architecture & IT Operating Model, with a secondary code of HDAEABAJ, Metadata, Catalog & Semantic Layer for Data Platforms. Its NAICS code is 5416 and its SIC code is 8742.