5-Stage Ingestion Pipeline
Every document passes through five governed stages before entering the knowledge base.
Compliance scanning and PII masking happen at zero API cost.
📄
Parse
20+ file types
PDF, DOCX, CSV, Audio
340ms
➔
🔒
PII Mask
SSN, credit cards
health records, PII
180ms
Zero-Token
➔
✅
Compliance
23 frameworks
NIST, ISO, SOX, GDPR...
12ms
Zero-Token
➔
📦
Chunk
Optimal sizing
for vector search
520ms
➔
🗃
4-Tier Store
Redundant storage
across all tiers
890ms
🔍
Keyword
BM25 on disk
Always available
Always On
🧠
Semantic
Qdrant + embeddings
Local vectors
Lazy Init
☁️
Pinecone
Cloud vectors
Global scale
Cloud
⚖️
Azure Search
Enterprise search
+ Blob storage
Cloud
Total pipeline time: 1.94s • Zero API cost for PII + Compliance