What is AI invoice and receipt data extraction?
AI data extraction reads receipts and invoices and pulls out structured information — vendor name, date, line items, totals. TRO Matcher is receipt scanning software that uses Google Gemini AI to extract data in about 60 seconds. Supports all popular formats: PDF, PNG, JPEG, HEIC, WebP, CSV, XLSX, DOCX. Every field gets a confidence score so you know what to double-check.
What is invoice OCR?
Invoice OCR (optical character recognition) reads invoice images and extracts text data. Traditional OCR requires templates for each vendor format. TRO Matcher uses AI-powered OCR that handles any layout without configuration. Processing takes about 60 seconds.
How accurate is invoice OCR?
AI-powered OCR like TRO Matcher hits 95%+ accuracy on clear documents. Each field shows a confidence score so you know what to verify. Clean PDFs score highest; blurry phone photos or faded thermal paper score lower but still usable.
How do I automate invoice processing?
Upload invoices to TRO Matcher. AI extracts vendor, line items, amounts in 60 seconds. Review confidence scores, edit if needed, push to Xero or Sage with one click. Processing 50 invoices takes under an hour vs 8+ hours manual entry.
What is invoice processing automation?
Invoice processing automation uses AI to read invoices, extract data, and push to accounting software without manual typing. TRO Matcher automates the workflow: upload invoice, AI extracts in 60 seconds, review confidence scores, push to Xero or Sage.
How accurate is the extraction?
Google Gemini AI handles most invoice layouts, currencies, and languages. Every extracted field shows a confidence score (85%+ auto-approved, below flagged for review). You always verify the data before using it—no black-box automation.
What file types are supported?
Eight formats: PDF, Excel (.xlsx), CSV, Word (.docx), and images (PNG, JPEG, WebP, HEIC). Scanned documents and phone photos work too—the AI handles messy or poorly-lit images.
What can TRO Matcher do?
Seven main things: (1) Extract data from invoices automatically—works with PDFs, Excel, Word, CSV, images, even phone photos of paper invoices. (2) Compare up to 5 invoices side-by-side. (3) Handle 8 file formats. (4) Get AI recommendations on which vendor has better pricing. (5) Review everything before you trust it—confidence scores flag uncertain extractions. (6) Export to Excel, CSV, or push to accounting software with one click. (7) Export to PDF or CSV for QuickBooks, FreshBooks, and other accounting software.
Is there a demo video?
Yes. A 2-minute demo showing the complete workflow (upload, extract, compare, export) is at tro-matcher.com/features#video. It covers extracting data from any invoice format, comparing vendor quotes side-by-side, and exporting to QuickBooks/Xero.