Technical Architecture

Enterprise Knowledge Pipeline

From raw data to actionable intelligence

Data Sources

Databases, APIs, Documents, Cloud Storage

Connectors & Ingestion

Semantic Analysis

NERRelationsContext

Business Ontology

gist + Custom Domain Models

Dynamic Updates

Semantic Enrichment

Entity linking, classification, embeddings

Unified Knowledge Graph

Inference

ML-powered reasoning

Time-Aware

Historical versions

Federated

Data stays at source

Query Processing

Hybrid Search

RAG

Vector + LLM

BM25

Keyword search

Graph

Traversal queries

Natural Language Interface

Human Users

Natural language queries, dashboards, reports

AI Agents

Autonomous tasks, workflows, automation

Semantic Governance Layer

Role-based access, audit trails, concept-level permissions

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