Our Approach

The Intelligence Stack for Enterprise AI

Transform scattered data into conversational intelligence. Deploy hallucination-free AI agents that executives trust in 6 weeks.

Layer 1: Foundation

Semantic
Layer

One language for all your data

Stop fighting the “client vs customer” battle. The semantic layer creates a single source of truth across every system, automatically resolving entity conflicts and discovering hidden relationships.

Core Cabilities:
Model & Ontology

Living, breathing data models that evolve with your business—never static, always synchronized.

Auto-Classification

AI maps structured and unstructured data to your ontology automatically—no manual tagging required.

Relationship Linking

Automatic entity resolution and relationship discovery across all your connected systems.

Entity Resolution

Match entities across systems and maintain golden records—one source of truth for every customer, product, and asset.

Layer 2: Intelligence

Knowledge Graph + GraphRAG

Zero Hallucinations. By Design.

Traditional RAG matches keywords. GraphRAG understands relationships. That’s the difference between guessing and knowing.

Core Cabilities:
Grounded Retrieval

AI only accesses actual data—no statistical guessing allowed.

Complete Lineage

Every answer traces back to its source with full audit trail

Policy Enforcement

Security embedded at the data tier. GDPR, HIPAA, SOC2 ready.

Full Explainability

Show auditors exactly where every piece of data came from.

Layer 3: Activation

Conversational Analytics

Just-in-Time Business Intelligence: Ask questions. Get answers.

The traditional BI stack is dying. Static dashboards can’t answer follow-up questions. SQL expertise is a bottleneck. Days turn into weeks waiting for insights. Conversational analytics changes everything.

One Platform to Deploy the Entire Intelligence Stack

Deploy the intelligence stack with Fluree Serverless, a single solution that brings together Fluree’s Semantic Layer, Knowledge Graph, GraphRAG, and Conversational Analytics capabilities.

A visual diagram representing the ‘Fluree Data Agent’ system architecture. On the left, a dark blue box features the Fluree Data Agent logo, which includes a stylized monster silhouette in a gradient circle. The diagram is divided into sections. The top section lists ‘Chat Interface,’ ‘API,’ and ‘Apps, Agents’ as interaction layers. Three core functionalities are displayed in dark blue boxes: ‘Security/Governance’ (with ‘Data Policies and Control’), ‘Knowledge Graph’ (with ‘Classified, Clean, and Connected Data’), and ‘Data Vocabulary’ (with ‘Continuously Updated Data Model’). The lower section categorizes data sources into three groups: ‘Data Sources’ (Structured Data, Unstructured Data, Enterprise Apps), ‘Your Cloud’ (AWS, Azure GCP, DataBricks, Snowflake), and ‘Our Cloud’ (file uploads including CSV, PDF, JSON, XLS, DOCX). The background has a gradient of light purple and blue.

Talk to our experts

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