AI document processing that actually replaces manual work.
PDFs, contracts, invoices, IDs, receipts, business cards. Structured fields out, citations in. Built for ops teams that need reliability, not demos.
What's included
Production-grade AI document processing that ships, not theater.
- GPT-4o Vision + classic OCR fallback
- Structured field extraction with validation
- Confidence scores + low-confidence review queue
- HEIC/HEIF, multi-page PDF support
- Multilingual document support
- Audit trail for compliance
What you walk away with
Deliverables you keep — code, infrastructure, and the runbook.
- Document API or batch pipeline
- Review queue UI
- Eval set + accuracy benchmark
- Cost per document analysis
Frequently asked
What accuracy can I expect?+
Depends on document type. Standard invoices/receipts: 95%+ on key fields. Messy/handwritten: 75-85% with confidence-routed human review on the rest. Eval set sets the bar before launch.
How does this compare to AWS Textract or Google Document AI?+
GPT-4 Vision wins on flexible/unstructured documents and multilingual. Textract/Document AI win on standardized forms at high volume. I often wire both — AI for messy, classic OCR for structured high-volume.
Can it handle handwritten documents?+
Yes, with reduced accuracy. Real-world handwriting is 70-85% on key fields. I always pair with a human review queue routed by confidence score.
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From $7,500Ready to scope your AI document processing?
Email me what you're building. I'll respond with a quote, scope questions, and a clear next step.