Controlled Document Processing System
AI-assisted document processing with human review built in
Classifies and extracts information from operationally sensitive documents, then requires validation and human review before that information moves into the next operational process.
What was happening
Sensitive operational documents needed consistent processing without removing human oversight.
The operational problem
Automated classification and extraction did not by themselves ensure that information was ready for the next operational process.
What Brunova built
Brunova built an AI-assisted document process in which validation and human review are required before information can move forward.
What the system controls
AI prepares structured information; validation and human review determine whether it proceeds.
What changed
Documents can be processed with AI assistance while human judgment remains part of the operation.
Technical detailHow the system works, its decisions and safeguards
System architecture
- Document intakeOperationally sensitive source documents
- Classification + extractionAI-assisted structured processing
- Validation + reviewControl boundary with human judgment
- Downstream workflowReviewed information enters the operating process
Key engineering decisions
- Separate classification and structured extraction from validation.
- Keep human review inside the system boundary rather than treating it as an exception outside the workflow.
- Integrate reviewed outputs with the downstream operational process.
Reliability and safeguards
- Structured validation before downstream use
- Human review for operationally sensitive documents
- A defined handoff into the downstream workflow
Capabilities involved
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