Governance & compliance policy · catalog · ontology committee · GxP · NIST AI RMF · RBAC · least-privilege Observability · telemetry · GxP audit trails · cost BI · eval pipelines · anomaly alerts · token tracking Intelligence cluster write-back · operational read Source systems eLIMS · eELN · eQMS instruments · sensors · docs paper · unstructured Data storage tiers Bronze · Silver · Gold medallion architecture discrete + non-discrete structured + unstructured time-series + transactional immutable raw → AI-ready Analytics & semantic models BI · tabular · OLAP governed measures Semantic & knowledge ontology · knowledge graph · RAG vector store · MCP tool definitions OntoEurofins · AD Rule GraphDB AI capabilities LLM · SLM · classical ML computer vision · rules engines fine-tuned domain models registered · versioned · approved Agent runtime MCP invocation · orchestration durable execution · state perceive · reason · act · escalate HILO checkpoint human review · approval escalation · GxP audit low-risk auto-commits with trace Consumption surfaces lab apps (eLIMS · eELN · eQMS) BI dashboards · Power BI copilots · Q&A surfaces external APIs · partner systems citizen analyst self-service embedded intelligence CoA · LabAccess · regulatory output