Use Cases

Real-world examples of how companies like Huntbase and Sowfin use TrustGraph in their products. Learn from production implementations.

intermediate
8 min

From FIBO to a Financial Services Operating Graph

How banks and financial institutions extend the FIBO ontology into an enterprise operating graph, enforce policy on AI agents with SHACL and SHACL-AF, and record every decision as W3C PROV-O provenance.

#Financial Services#Banking#FIBO
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intermediate
8 min

Governed AI Agents for Pharmacovigilance

How drug-safety teams combine domain-standard ontologies, SHACL policy enforcement and W3C PROV-O provenance so AI agents can assist with adverse event case processing while every decision stays traceable and inspection-ready.

#Pharmacovigilance#Drug Safety#Life Sciences
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intermediate
8 min

Sensor and Tracking Intelligence with W3C Ontologies

How aerospace, defense and telecom teams use TrustGraph Ontology RAG and the W3C SSN/SOSA sensor ontology to turn intelligence reports into an auditable, explainable context graph.

#Ontology RAG#Aerospace#Defense
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advanced
4 min

The 3 Biggest Problems Facing Enterprise AI

Enterprises are struggling to realize value from AI. We explore the critical challenges of ROI, unpredictable costs, and the trust deficit—and how a systems engineering approach can fix them.

#Enterprise AI#ROI#Cost
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intermediate
13 min

Context for Retail AI

Turn retail agent interactions into brand analytics powered by decision traces with TrustGraph.

#Context Engineering#Agentic Commerce#Knowledge Graphs
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beginner
5 min

Explainable AI with a Context Graph

Context graphs can enable explainable AI and improve accuracy, precision, and most importantly efficiency in agent design.

#Context Engineering#Explainable AI#Knowledge Graphs
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intermediate
8 min

Building a GraphRAG AI Agent

Step-by-step guide to building an intelligent AI agent using TrustGraph's GraphRAG architecture for relationship-aware, context-grounded responses

#GraphRAG#AI agents#Knowledge Graphs
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intermediate
15 min

Huntbase: Knowledge Cores for SecOps Intelligence

Learn how Huntbase uses TrustGraph's knowledge cores to power their security operations platform with multi-tenant threat intelligence and incident response

#use-case#security#secops
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intermediate
20 min

Sowfin: Knowledge Cores for Agentic Corporate Finance

Learn how Sowfin uses TrustGraph's knowledge cores to power AI-driven M&A analysis, financial forecasting, and strategic capital decisions

#use-case#corporate-finance#fpa
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