## Platform

### Platform Architecture  
Four-tier component hierarchy, event-driven communication, AI-driven routing, and core platform components.

### Deployment Architecture  
On-premise, private cloud, air-gapped, and edge/offline deployment topologies with progressive disclosure.

### Agentic Context Engineering  
Data ingestion pipeline, knowledge fabric, precompiled context products, and agentic retrieval workflows.

### Ontology Framework  
Entity types, relationship types, ontology-driven retrieval, aligned embeddings, and forecasting applications.

## Capabilities

### Predictive Forecasting  
Three-agent architecture for long-tail parts forecasting using ontology, statistics, and LLM validation.

### Evaluation Framework  
Continuous evaluation pipeline, eval dimensions, three-layer architecture, and production monitoring.

## Infrastructure

### Data Sovereignty & Security  
On-premise deployment, air-gapped environments, model ownership, audit trails, and AI governance.

### System Integration  
Integration partners, connector types, data source connectivity, and legacy system integration.