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Applied · AI System Designsenior

Intelligent Document Processing & Workflow Automation

Intelligent Document Processing & Workflow Automation

Design an agent that processes incoming documents (invoices/claims), extracts and validates data, and pushes it downstream — replacing a manual team.

Key Requirements

  • Classify → parse/OCR → extract fields → validate (business rules)
  • Confidence-gated straight-through vs human-review routing
  • Threshold set by cost-of-error vs cost-of-review
  • Correction flywheel; audit trail; compliance
  • Fallback for unseen document types; error-escape monitoring

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