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Concept Python · OCR · LLM API · PostgreSQL · Accounting API

AI Document Processing Platform

Extracts structured information from business documents and sends it to the appropriate systems.

This is a concept project: an illustrative design showing how we would approach this problem. It is not a client case study, and the interface shown uses placeholder data.

The problem

Invoices, applications and forms arrive as PDFs and scans. Someone reads each one and retypes the details into other systems.

Our approach

Documents are classified and the relevant fields extracted into a structured format. Values are validated against business rules; anything uncertain goes to a review queue rather than straight into your systems.

Workflow

How it works, step by step

  1. 01

    Receive

    Documents arrive by email, upload or shared folder.

  2. 02

    Classify

    Document type is identified (invoice, application, contract…).

  3. 03

    Extract

    Key fields are pulled into a structured record.

  4. 04

    Validate

    Rules check totals, dates and required fields; low-confidence items are flagged.

  5. 05

    Deliver

    Approved data is sent to accounting, CRM or databases.

Architecture

System overview

Intake

  • Email inbox
  • Upload portal
  • Cloud folders

Extraction

  • OCR
  • LLM field extraction
  • Validation rules

Destinations

  • Accounting
  • CRM / ERP
  • Database

Key features

  • Side-by-side review of document and extracted data
  • Per-field confidence indicators
  • Configurable document types and fields
  • Full audit trail
  • Export and API delivery

What we'd measure

The metrics we'd agree with you up front to judge success.

  • →Documents processed per day
  • →Share needing manual review
  • →Processing time per document

Want something like this for your business?

We'll adapt the approach to your workflow, tools and budget.

Book a Free Discovery Call