What It Does
The Data Engine is a sophisticated pipeline that handles every step of the content lifecycle, from initial ingestion to making it available for retrieval-augmented generation (RAG).Data Ingestion
Supports multiple ingestion methods: file uploads, web scraping, YouTube channels, and RSS/ONIX feeds to bring diverse ministry data into the platform.
Metadata Management
Edit and organize content metadata including titles, tags, summaries, and custom fields to make content searchable and contextually rich.
Ontology & Taxonomy
Reveals inferred relationships between data points and maps them to publisher metadata for a deeper contextual understanding.
Search & Discovery
Enables high-fidelity search tuned for ministry-specific queries with transparent relevance scoring.
How It Benefits Developers
The Data Engine is designed to be a transparent and extensible foundation for building powerful applications.- Contextual Intelligence: Provides a rich layer of metadata and ontology mapping so applications can surface insights that are ministry-ready.
- Extensibility: Designed to be integrated into custom workflows—whether you’re building search tools, dashboards, or content licensing systems.
- Transparency: Every data transformation and enrichment step is auditable, ensuring that developers can trace how insights are generated.