SureCentric Platform

Technical developer documentation for the SureCentric platform — an AI-native system for centralized clinical intelligence that unifies knowledge graphs, data lakehouses, and AI-native operations.

Sections

• SureCentric Overview — Connect to, collect, analyze — any apps, any data, any AI
• Platform Foundation — Deployment modes, layer model, and core infrastructure
• Tech Architecture — Full architecture diagram and layer breakdown
• Schema Builder — Visual JSON-LD schema workbench: developer reference, plugin system, and translator API

SureNetwork Integration

• SureNetwork for SureCentric — Integration overview: tech stack, Docker topology, Project Desktop, APISIX, Logto
• Nuxeo LTS 2025 Stack — Nuxeo 2025 server, GCP images, APISIX config, SureDMS extension porting
• SureNetwork Stack — SureNetwork microservice, SureArchive, API contract with Nuxeo
• SureCentric Analytics Stack — Superset, DuckDB, Card API
• SC Legacy Stack (Nuxeo 5.6) — Current production SC stack and its retirement path
• Platform Roadmap — Database consolidation, Nuxeo 5.6→2025 retirement, Docker unification, SureDrive→SureArchive

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Platform Architecture

┌───────────────────────────────────────────────────────────────────────┐
│  SureCentric Desktop — Import, View, Report, Query, Explore           │
│  ┌────────────┐ ┌──────────────┐ ┌───────────┐ ┌───────────────────┐ │
│  │ Dashboards │ │ Query &      │ │ Explorer  │ │ Schema Builder    │ │
│  │ (Superset) │ │ Reports      │ │ & Viewer  │ │ (JSON-LD Editor)  │ │
│  └────────────┘ └──────────────┘ └───────────┘ └───────────────────┘ │
├───────────────────────────────────────────────────────────────────────┤
│  Dynamic Data Warehouse / Lakehouse (DuckDB · PostgreSQL · Iceberg)   │
│  ┌─────────────────────────────────────────────────────────────────┐  │
│  │ Dynamic Schema — auto-generated from JSON-LD                    │  │
│  │ CREATE TABLE · VIEW · INDEX · FK · CHECK                        │  │
│  └─────────────────────────────────────────────────────────────────┘  │
├───────────────────────────────────────────────────────────────────────┤
│  Schema Layer (JSON-LD Canonical)                                      │
│  Schema Builder → Mappers/Translators → OWL · DDL · JSON Schema       │
├───────────────────────────────────────────────────────────────────────┤
│  AI Layer — SureAgent · SureIntel · SureLLM · SureIndex               │
├───────────────────────────────────────────────────────────────────────┤
│  Data Sources — SureDrive apps · External DBs · SureConnect (OpenAPI) │
└───────────────────────────────────────────────────────────────────────┘

Key Concepts

Concept	Description
JSON-LD	Canonical schema format — W3C JSON-LD 1.1. The single source of truth for all schema authoring
Plugin System	ES-module plugins extend Schema Builder with custom translators, panels, importers, and validators
DDL Pipeline	JSON-LD → Mapper View → Plugin Translator → PostgreSQL / DuckDB CREATE TABLE
OWL Sidecar	Spring Boot service for OWL/RDF-XML import and export (future)
SureDrive	Document management system hosting JSON-LD schemas in SureCentral archives