Data Sources
The knowledge Quanta retrieves from. Retrieval health is monitored continuously, most 'hallucinations' are really retrieval misses.
Northforge Standards Library
healthyAzure AI Search·northforge-standards-v3
4,820
Documents
Current editions only
Edition
6h ago
Last sync
Retrieval health96%
Project Specifications (CSI)
healthyBlob Container·proj-specs-2026
1,340
Documents
Per-project
Edition
2h ago
Last sync
Retrieval health92%
ASTM / ACI / ASHRAE Reference
degradedAzure AI Search·consensus-standards
9,210
Documents
Mixed · superseded present
Edition
3d ago
Last sync
Retrieval health74%
Superseded standard editions detected in this index, correlated with wrong-standard failures. Quanta recommends a recency-boosted reindex.
Submittal History (SharePoint)
staleSharePoint·submittals-archive
18,400
Documents
Archive
Edition
5d ago
Last sync
Retrieval health88%