Document Understanding Pipeline

Enterprise

OCR agent extracts text, entity recognition agent identifies key data, relationship agent maps connections, knowledge graph agent structures output.

agentdbsystem
Why OSOP matters here

Document processing pipelines have compounding errors. OSOP tracks accuracy at each stage — so when final output is wrong, you know exactly which model introduced the error.

Workflow Steps (5)

1
OCR Extraction Agent
agent
2
Entity Recognition Agent
agent
3
Relationship Mapping Agent
agent
4
Knowledge Graph Agent
agent
5
Structured Output
api

Connections (5)

OCR Extraction Agent→Entity Recognition Agentsequential
Entity Recognition Agent→Relationship Mapping Agentsequential
Relationship Mapping Agent→Knowledge Graph Agentsequential
Knowledge Graph Agent→Structured Outputsequential
Entity Recognition Agent→OCR Extraction AgentfallbackLow confidence entities, re-OCR with enhanced preprocessing
5
Steps
5
Connections
2
Node Types
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