Wortholic

AI Document Parsing

AI Document Extraction and Processing

Turn unstructured PDFs into structured data instantly. We build AI vision pipelines that automate manual data entry and document review.

TL;DR: Executive Summary

  • The Goal:Automate manual data entry. We build AI document extraction pipelines that instantly read unstructured PDFs, invoices, and contracts, converting them to structured database formats.
  • Timeline:3-6 Weeks
  • Tech Stack:Claude 3.5 Sonnet, AWS Textract, n8n

The Problem

Your back office receives hundreds of PDFs daily (invoices, purchase orders, medical referrals, customs forms) in completely different layouts. Human clerks have to read them and type the data into your ERP.

Impact

Extremely high administrative overhead, human data entry errors causing billing issues, and a 48-hour backlog just to process incoming paperwork.

Our Solution

Intelligent Document Processing (IDP). We use advanced Vision LLMs to 'read' the document like a human would, instantly extracting line items, dates, and names regardless of the visual layout.

Technical Approach

OpenAI Vision API, Anthropic Claude 3.5 Sonnet (for complex parsing), integrated with n8n and AWS Textract to map unstructured text directly into strict JSON schemas for your database.

Workflow Transformation

Before

A clerk opens an email, downloads an invoice PDF, reads it, and types the line items into QuickBooks. Time: 4 minutes.

After Wortholic

An email arrives. The AI instantly extracts the PDF, parses all 50 line items, and creates a draft bill in QuickBooks. Time: 4 seconds.

Data Privacy (GDPR/CCPA)

Strict adherence to global data privacy laws. We never train public AI models on your proprietary data.

HIPAA & SOC2 Ready

Architecture designed to meet rigorous healthcare and enterprise security compliance standards natively.

Enterprise Infrastructure

Scalable cloud-native deployments via AWS and Vercel Edge networks ensuring 99.99% uptime.

Frequently Asked Questions

Everything you need to know about our AI Document Parsing process.

Why is this better than traditional OCR (Optical Character Recognition)?

Traditional OCR breaks the moment a vendor changes their invoice template because it relies on exact coordinate mapping. Vision AI understands the 'meaning' of the document, so it can find the 'Total Due' regardless of where it is placed on the page.

Can it read handwritten documents?

Yes, modern Vision LLMs are exceptionally good at reading messy handwriting and transcribing it accurately.

Still typing data manually?

Let's automate your document processing.

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