$ open ./projects/intelligence-warehouse

CORE PLATFORM

Intelligence Warehouse

The foundational AI infrastructure that solves context fragmentation — a unified intelligence graph so agents query understanding, not raw data.

PythonNeo4jGraphRAGFastAPIVector DB

CLIENT
QuesttAI · Core
ROLE
Architect & EM
YEAR
2025—Present

// problem

Enterprises sit on data fragmented across ERPs, spreadsheets and tribal knowledge. AI agents built directly on raw tables inherit that fragmentation and produce shallow, disconnected answers.

// approach

01Modeled business ontologies, decision rules and constraints into a single unified knowledge graph.

02Fused the graph with vector retrieval (GraphRAG) so agents traverse relationships and semantics together.

03Exposed one query layer that powers every downstream decision agent.

04Engineered multi-tenant isolation and data security for parallel enterprise deployments.

// impact

unified knowledge layer

enterprise domains

Multi

tenant isolation

✓A single source of decision-ready context across supply chain, sales and planning.
✓Powers all downstream agent deployments from one knowledge layer.
✓Cut new-domain onboarding from months to days.

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Morrie — Knowledge Builder

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