SPARTA Pipeline Best Practices

Hard-won lessons from building the SPARTA compliance mapping pipeline.

Data Model Overview

SPARTA xlsx (v3.1)
       ↓
Stage 00-04: Ingest → sparta_controls (11K+ docs)
       ↓
Stage 08: Build edges → sparta_relationships (261K+ edges)
       ↓
/create-evidence-case: Query crosswalk chains
       ↓
/create-qras: Generate QRAs → sparta_qra

ArangoDB Collections