Teams lose hours copying dates, totals, vendors, and line items into spreadsheets.
AI Document Parser Concept · Demo by Egor Karpunin
Turn invoices and reports into clean operational data.
A fictional proof-of-skill prototype showing how finance and operations teams can upload documents, extract fields, review low-confidence values, export structured data, and keep an audit trail without manual spreadsheet chaos.
PDF/Invoice flow
Confidence scores
Manual correction
Export preview
Audit trail
Business pain
Manual document work burns time and creates expensive mistakes.
Automation only works if the product can flag uncertainty and route it to a human.
Finance workflows need processing history, corrections, and a clean handoff path.
Automation workflow
Extraction is only useful when the review loop is designed.
A real parser MVP should show the source document, extracted fields, confidence scores, manual correction, export shape, and audit log in one workflow. This demo simulates that structure with synthetic data.
LIVE DOCUMENT PARSER DEMO · EGOR KARPUNIN
Source preview
Vendor invoice
INVOICE
Use sample upload
No backend here. This simulates the frontend parser flow before real AI/API integration.
Extracted fields · Egor Karpunin demo
Review and correct
Threshold: 85%
END LIVE DOCUMENT PARSER DEMO
Automation rules
Owner controls for review, routing, and export.
Build package
Start with a parser prototype before wiring production systems.
First prove the document workflow, extraction schema, review rules, export format, and handoff. Then connect real AI, storage, auth, CRM/accounting APIs, deployment, and docs.
24-72h parser prototype / workflow audit.
Full build in 1-2 weeks depending on document variety, review logic, and integrations.
Schema notes, confidence rules, export docs, deployment notes, and next-step roadmap.
Fixed core package. Larger integrations, production hardening, billing, auth, custom APIs, multi-tenant systems, or advanced deployment are priced as separate expansion milestones after scope review.
Request build
Need invoices, PDFs, or reports turned into structured data?
Send the document type and target output. The first milestone can be a fixed-scope parser prototype so you can test extraction quality and review workflow before a full build.