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A pharmacy group

Document data extracted by AI, validated by people

Data was being typed out of scanned PDFs, historical and incoming. Now AI extracts it and routes it for validation, with approve or reject before anything is exported.

What changed

  • Extraction replaces manual typing for both historical and newly received documents
  • Every extracted record is reviewed and explicitly approved or rejected before it counts
  • Approved records export to Excel on demand, by date range
Zoho Creator

Where they started

Data was being read off scanned PDF documents and typed into a system by hand — a backlog of historical files as well as everything newly arriving. Manual entry at that volume is slow, and the errors it produces are the kind nobody notices until much later.

What we built

Documents are uploaded into Zoho Creator, where AI extracts the required information and routes it for review. A validation step puts a person in front of every extracted record, with an approve or reject decision.

Only approved records move on, and they export to Excel for a selected date range — so extraction speeds the work up without anyone losing control of what is accepted.

SOURCE SYSTEMS BUILT AND RUN BY US WHERE IT GOES Scanned documents DOCUMENT UPLOAD 1 PDF uploads ZOHO PLATFORM Zoho Creator 2 AI data extraction Validation queue Approve or reject workflow Date-range export Operations EXCEL EXPORT 3 approved records Used by: Data team, Reviewers, Operations
Scanned documents are uploaded to Zoho Creator where AI extracts the data, routes it for human validation through an approve or reject workflow, and exports approved records to Excel.

All work