1

Document Upload

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

API Gateway, Cloud Storage
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2

Format Detection

Document format automatically detected

Magic Bytes, MIME Detection
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3

AI Processing

Parallel OCR on Vertex AI Infrastructure

Vertex AI Vision, Document AI
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4

Data Normalization

Data cleaned and standardized

NLP Pipeline
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5

Knowledge Node Creation

Structured knowledge nodes created

Graph DB
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