Work / AI · Document intelligence

AI document intelligence platform

Structured extraction and classification over high-volume unstructured documents, cutting manual review down to exceptions only.

>80%Reduction in manual document review
1System replacing manual triage
100%Documents processed through structured extraction

The challenge

High-volume unstructured documents were being reviewed manually end to end, with no way to route only the documents that genuinely needed human attention.

What we built

A document intelligence platform that performs structured extraction and classification automatically, surfacing only exceptions and low-confidence cases for manual review.

The result

Manual document review dropped by more than 80%, with the remaining review effort concentrated on genuine exceptions.

How it works. The workflow, step by step.

Complete
ModelOpenAIClaudeOrchestrationLangChainStructured output
Extracted fields4 fields
  1. 1Party namep.1Northwind Logistics Ltd94%
  2. 2Reference numberp.1SA-2026-042899%
  3. 3Effective date§12026-03-0192%
  4. 4Total amount§2Needs reviewVerifiedUSD 52,400.0034%
Mapped to your schema1 field needs reviewAll fields verified · synced to schema
Avinya agentRun · just now

New contract in the inbox. Extract the key fields and flag anything you are unsure of.

  1. New document received

  2. Running structured extractionStructured extraction complete

  3. Classifying documentClassification complete

  4. Checking extraction confidenceLow-confidence field flagged

  5. Routing exceptions to manual reviewOnly the exception goes to review

Result >80% less manual document review
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At a glance.

>80% reduction in manual document review

Structured extraction applied across the full document set

Exception-only review, replacing full manual triage

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