What it is
FoxData covers ingestion, validation, transformation, indexing, and export patterns for teams that must respect residency and audit expectations.
Architecture
Stages are explicit: ingest → validate → transform → store → index → query → export. Metadata carries lineage notes so operators can answer “where did this field come from?”
Capabilities
- Schema validation patterns
- Lineage-oriented metadata
- Export control checklists
- Index strategies for operator search
Security
Datasets are access-scoped. Public JSON is never a substitute for authorization. Path isolation protects storage roots.
Research focus
What is the minimum lineage detail that still satisfies practical SME audits without drowning teams in metadata?