1

Document Upload

Regulatory documents uploaded to system (API, Web UI, Batch)

API Gateway, Cloud Storage
2

Format Detection

Document format automatically detected

Magic Bytes, MIME Detection
3

AI Processing

Parallel OCR on Vertex AI Infrastructure

Vertex AI Vision, Document AI
4

Data Normalization

Data cleaned and standardized

NLP Pipeline
5

Knowledge Node Creation

Structured knowledge nodes created

Graph DB