Research, Reports, and Guides
for Enterprise AI Leaders
Benchmark studies, technical whitepapers, implementation guides, and case studies — all grounded in real enterprise deployments.
Case Studies
View allBuilding Marketing Intelligence Sovereignty
A governed AI Agent Factory for marketing intelligence, product knowledge, and social response workflows.
Streamlining Distribution and Access to Trends through a Data Portal
An AI-driven data portal architecture that automates semantic tagging, topic discovery, and search relevance.
Making 30 Years of Biodiversity Data AI-Ready — in a Single Platform
A biodiversity knowledge platform that unifies structured records and field content into one governed GraphRAG-ready graph.
Latest from the Blog
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How to Build a Semantic Layer for Enterprise AI
Only 7% of enterprises have AI-ready data. A knowledge graph semantic layer breaks the 80% accuracy ceiling — and here is the architecture to build one.

Introducing Business Intelligence Without the BI Software
For all of its advanced capabilities and $30 billion market size, business intelligence (BI) still doesn’t get used much by companies with less than 5,000…

GraphRAG vs. Vector RAG: When Knowledge Graphs Outperform Semantic Search
Vector RAG fails when answers live in connections, not content. Seven scenarios where GraphRAG traversal decisively outperforms semantic similarity search.
Whitepapers, Guides & Reports
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AI Playbook for Regional Banks
How regional and community banks can deploy AI grounded in their own customer, transaction, and servicing data — with governance and provenance built in.

Semantic GraphRAG: A Complete Overview
The full story on Semantic GraphRAG — why knowledge graphs outperform vector-only RAG, the architecture behind Fluree’s approach, and how to put it into production.

Knowledge Graphs for Analytics
How knowledge graphs extend traditional analytics pipelines — enabling cross-source queries, richer context, and AI-ready semantic data.
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