Why Enterprises Fear Knowledge Graphs | GraphRAG Adoption Problems Explained
Автор: Make AI Easy
Загружено: 2026-01-30
Просмотров: 6
Описание:
Enterprise Knowledge Graphs and GraphRAG promise powerful multi-hop reasoning, explainability, and structured AI — yet most large companies hesitate to adopt them.
If you’re evaluating GraphRAG vs traditional RAG, this video will save you months of wrong architectural decisions.
In this video, we break down the real reasons enterprises fear Knowledge Graphs, beyond marketing hype.
You’ll learn:
Why Knowledge Graphs often become “forever platforms”
Technical challenges with schema, ontology, and Cypher
Scale and performance risks at enterprise size
True cost of deployment, maintenance, and operations
Governance, auditability, and data freshness concerns
Why Vector RAG is often “good enough” for 80% use cases
When GraphRAG actually makes sense — and when it doesn’t
#KnowledgeGraph
#GraphRAG
#EnterpriseAI
#AIAgents
#Neo4j
#EnterpriseArchitecture
#RAG
#LLM
#AIEngineering
#HealthcareAI
#TelcoAI
#AIInfrastructure
#DataEngineering
#AIForEnterprises
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