Use Cases
Discover how TrustGraph transforms AI capabilities by connecting knowledge into reasoning-ready graphs.
Aggregate wikis, PDFs, tickets, emails, and databases into a single knowledge graph so agents can answer questions that span multiple systems.
- Use graph-anchored retrieval to reduce hallucinations and show reasoning paths back to specific entities
- Break down data silos by connecting fragmented information across your organization
Build an internal AI assistant that understands org structure, systems, projects, and owners—not just text snippets.
- Let agents traverse relationships (teams → services → incidents → SLAs) for richer answers
- Provide more actionable responses than standard enterprise search
Let SaaS vendors embed TrustGraph as the "knowledge layer" for their own agents, with per-tenant knowledge cores and strict isolation.
- Run multiple agent workflows (support, analytics, recommendations) in parallel on one cluster
- Native multi-tenancy with isolated namespaces and security boundaries
Capture and structure expert knowledge into graphs before attrition, enabling "expert agents" that outlive staff changes.
- Provide transparent reasoning over preserved knowledge
- Build trust with non-technical stakeholders through auditable responses
Connect product docs, incident postmortems, release notes, and customer history into a support knowledge graph for precise, context-aware responses.
- Use the graph to explain "why" an answer is given
- Link workarounds to affected versions and impacted customers automatically
Build agents that reason over customers, contracts, tickets, usage metrics, and entitlements as connected entities.
- Answer complex multi-hop questions about customer relationships
- Identify at-risk accounts by traversing support history, usage patterns, and contract terms
Use knowledge cores to represent users, hosts, alerts, detections, and threat intel across tenants, then let agents correlate them to uncover security vulnerabilities.
- Connect disparate security signals into unified threat graphs
- Enable analysts to ask natural language questions about security posture
Model regulations, policies, controls, systems, and evidence as a graph so agents can map compliance obligations to your infrastructure.
- Use graph embeddings to support legal workflows like mapping new legislation to existing obligations
- Identify compliance gaps automatically when regulations change
Build a questionnaire/RFP responder over a graph of policies, controls, architecture diagrams, and audit evidence.
- Reduce hallucinations by grounding answers in your actual security posture
- Show exactly which artifacts and relationships support each answer
Represent companies, deals, financial statements, covenants, and scenarios as a graph so agents can explore complex "what if" questions.
- Support target screening, synergy analysis, and risk assessment
- Traverse relationships instead of reading isolated files
Connect market data, competitors, product lines, customers, and news for agents that reason about trends and strategic options.
- Identify competitive threats by connecting product launches, partnerships, and market movements
- Enable strategic planning with relationship-aware analysis
Turn research papers, patents, and lab notes into a research knowledge graph where agents identify non-obvious links across projects.
- Run "research-flow" pipelines in isolated namespaces so teams can experiment safely
- Discover connections between methods, findings, and applications
Why Graph-Based Context Matters
Traditional RAG approaches rely on vector similarity alone, which can miss critical relationships. TrustGraph’s GraphRAG approach:
- Shows reasoning paths — Trace answers back to specific entities and relationships
- Enables multi-hop questions — Answer queries that require traversing multiple connections
- Reduces hallucinations — Ground responses in verified knowledge structures
- Supports complex queries — Handle “what if” scenarios and impact analysis that span systems
Getting Started
Ready to build knowledge-powered agents? Start with our Quickstart Guide to deploy TrustGraph and begin connecting your enterprise knowledge.