Operations & DocstrackingworkflowShippedVerified by us

Data from PDFs and Scans

Document → verified fields before writing to system

A robot inspector extracts document fields and transfers doubts to a person

In short

Amounts, dates, and details are manually transferred from documents, and silent errors are discovered too late.

Outcome

The system extracts typed fields, marks uncertainties, and shows a verification card to a human before any write.

How the automation runs

Trigger

A new document from a known family appeared

Automation steps

  1. Identifies document family and applies appropriate field schema
  2. Extracts values by type; leaves missing as empty, not guessing
  3. Compares critical amounts, dates, and names between documents
  4. Assembles a verification card with original fragments

Human check

A person confirms questionable and critical fields; without confirmation, writing to the production system is prohibited.

Outcome

The system extracts typed fields, marks uncertainties, and shows a verification card to a human before any write.

Automation diagram

The overall logic is public
Input
TriggerA new document from a known family appeared
System
Step 1Identifies document family and applies appropriate field schema
System
Step 2Extracts values by type; leaves missing as empty, not guessing
System
Step 3Compares critical amounts, dates, and names between documents
System
Step 4Assembles a verification card with original fragments
Human
Human controlA person confirms questionable and critical fields; without confirmation, writing to the production system is prohibited.
Outcome
Observable outcomeThe system extracts typed fields, marks uncertainties, and shows a verification card to a human before any write.

Using it

When to use it

When data is regularly transferred from similar PDFs or scans, and the cost of a silent error is high.

How to verify

For a test batch, each field is either correct or explicitly marked as questionable; nothing is recorded without confirmation.

Tools

pythonocrllm

Recipe details

Time1 evening for the first diagramDifficulty2 of 5Steps5Prerequisites3
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