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Aptix Technology
Concept ProjectAI Development

AI Document Intake Assistant

A concept for an assistant that reads incoming invoices and forms, extracts key fields and routes them for approval, with a person reviewing anything uncertain.

Concept illustration. Not a screenshot of a deployed product.

The problem

Operations teams often receive hundreds of PDFs and emails each month. Staff open each one, copy fields into a system and forward it for approval, which is slow and prone to typing errors.

Our proposed solution

An intake pipeline that classifies each document, extracts fields with a language model, checks them against business rules and sends confident results straight to the approval queue. Low-confidence extractions are flagged for a person to confirm.

Key features

  • Email and upload intake for PDFs and scans
  • Field extraction with confidence scores
  • Validation against supplier and purchase-order records
  • Review screen for flagged documents

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