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Automated Document Sorting Pipeline for a Print Shop

A scanned-document processing system running on the client's own local server: it automatically sorts incoming scanned jobs and routes each file straight to the right printer, replacing hours of daily manual sorting.

Client

Hungarian print shop (name withheld on request)

Technologies

PythonOCRLinuxLocal server deployment

Challenges

  • Staff spent hours every day manually sorting and routing scanned documents to production printers
  • The system had to run entirely on-premise, on the shop's own local server, no cloud dependency
  • Incoming scans arrived in inconsistent formats and naming schemes
  • The pipeline had to integrate directly with physical production printers

Solutions

  • Custom Python processing pipeline deployed on the client's local server
  • Automatic classification and sorting of every incoming scanned document
  • Direct routing of each job to the correct production printer
  • Simple monitoring so staff can see and override the queue at any time

Results

  • Hours of daily manual sorting work eliminated entirely
  • Runs on the shop's own hardware, one-time cost, no subscription, no per-page fees
  • Staff time redirected from sorting to production work
  • Full source code and documentation handed over to the client

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