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Fluree Platform
Foundation
Get your data AI-ready
Activation
Put intelligence to work
Why We Exist
Fluree ITM is the taxonomy and ontology workspace built for business users, taxonomists, and domain experts. Create, govern, and publish the controlled vocabularies that power your knowledge graph, AI agents, content tagging, and data classification.
Trusted by
Every system in your enterprise describes the world differently. Salesforce calls them "accounts," your ERP calls them "clients," billing calls them "customers." Nothing in your data stack knows they are the same entity.
Fluree ITM creates a shared, governed language for your business — preserving each system’s vocabulary while building crosswalks across all of them, so any application finds what it needs, whatever terms it uses. The result: a semantic foundation that brings your knowledge graph, AI agents, and data classification to near-human precision.
Every change moves through one governed workflow — created in the workspace, reviewed and approved, then published to the knowledge graph and AI systems that rely on it.
Create
Tree view, whiteboard mode, search-first bulk editing, multilingual labels, and rich semantic relationships make model creation practical for business experts — not just engineers.
Govern
Maintenance workflows, candidate management, stable versus modified versions, lifecycle statuses, and complete audit trails keep the model trustworthy as it evolves.
Publish
Publish your semantic models to Fluree Core, guide extraction in CAM, drive classification in Sense, and expose your enterprise vocabularies through APIs and read-only portals.
The payoff of managing taxonomies and ontologies in one governed workspace — instead of spreadsheets, wikis, and tribal knowledge.
CRM “accounts,” ERP “clients,” and billing “customers” resolve to one governed concept — so any application finds what it needs, whatever terms it uses.
Governed vocabularies give your knowledge graph, AI agents, and data classification a shared semantic foundation — the difference between fuzzy retrieval and near-human precision.
Nothing goes live until it is reviewed and approved. Complete audit trails keep every create, update, and delete traceable to an actor and a timestamp.
Push governed vocabularies to Fluree Core, CAM, and Sense — or expose them through APIs and read-only portals — without re-engineering downstream systems.
Language-tagged labels and notes keep one concept consistent across English, French, German, Japanese, and every locale your teams work in.
SKOS, RDF, OWL, and ISO 25964 support — with full import and export across Excel, CSV, RDF, SKOS, OWL, and XML — keeps your vocabularies portable.
Tree view for exploring hierarchies, whiteboard mode for visual concept-building, and search-first results for bulk edits. No SPARQL, no schema migration tickets — just a governed workspace where the people who know the language can shape it.
Tree view
Whiteboard mode
Concept
Customer
Synonym
Client
Relation
owns contract
Class
Organization
OIDC, OAuth 2.0, SAML 2.0, LDAP, workspace roles — and your choice of on-premises, cloud, or hosted deployment.
Enterprise IAM support covers OpenID Connect, OAuth 2.0, SAML 2.0, SSO/SLO, LDAP and AD federation, and two-factor authentication. Roles can be assigned per workspace so readers, contributors, editors, and administrators all get the right level of access.
Deployment
Deploy in your environment with dedicated infrastructure, controlled access, and architecture designed for enterprise governance needs.
Deployment
Run fully dockerized in AWS, Azure, or GCP with infrastructure control and enterprise IAM integration.
Deployment
Use a managed deployment model with dedicated environments and no shared tenant data paths.
Governance workflows, native versioning, multilingual labels, and direct knowledge-graph publishing — side by side with the spreadsheets and adapted tools ITM replaces.
Articles and whitepapers on taxonomy governance, ontology design, and vocabulary-driven AI accuracy.
Where each shape of vocabulary fits, and why most enterprises need both governed in the same workspace.
Read the articleWalk through your existing vocabularies with a Fluree solutions architect.
Why governed taxonomies are the missing layer that makes enterprise AI accurate.
DownloadHow a governed vocabulary turns fuzzy retrieval into grounded reasoning across every agent and copilot.
Read the articleThe knowledge graph is only as good as the vocabulary it’s built on. ITM is where that vocabulary is created, governed, and published — the semantic foundation your entire AI and data stack depends on.
