Create models in seconds
Upload a receipt and watch as Affinda instantly predicts the data fields you want to extract, helping you automate receipt data extraction in just a few clicks.
How to automate receipt processing with Affinda's AI
- 1
Upload your receipts, your way
Email, drag and drop or connect via API.
- 2
Watch as it extracts your receipt data
Affinda's AI reads your receipts with impressive contextual understanding. It splits and classifies documents, extracts and validates data, then transforms the output to match your business needs.
- 3
Automatically route the data to your systems
No manual data entry required. Affinda integrates seamlessly into your existing tech stack.
Extract any information from any document, fast
Affinda's AI reads, understands and extracts data from any receipt or document 
Cleanse and transform data
Affinda automatically converts extracted receipt data into the format your accounting or business system recognizes, ensuring it's ready for immediate use. Need something custom? Use natural language to describe how you want the data structured.
Apply business logic
Define validation rules in plain language and apply your business logic to receipt data. This ensures every output aligns with your requirements and enables smooth, automated receipt processing workflows.
Combine the best of artificial and human intelligence
1B+ documents processed
10+ years of IP combined with the latest AI innovations
800+ customers
95% reduction in manual processing achieved
No need to talk to sales. Get started now
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No sales calls, no credit cards and no hidden features. Get all the power in your hands from day one.Upload documents
Drag and drop, email or upload via API. Affinda can handle any document, any file type and any layout with ease.See the magic
Watch as the platform predicts the information you want to extract, letting you build models in minutes, not months.Automating their document processes with AI
Frequently asked questions
What is receipt processing?
Receipt processing is the workflow businesses use to capture, extract and validate data from sales receipts – including items purchased, prices, payment details and transaction information. Our AI receipt data extraction software automates this process to eliminate manual entry, reduce errors and speed up reconciliation. It ensures that transaction data is accurate and recorded correctly in your accounting, POS and ERP systems.
What is receipt data extraction?
Receipt data extraction is the process of reading a sales receipt and capturing key data points – like receipt numbers, dates, items purchased, prices, payment methods and transaction details. Our receipt parser uses AI to automate this process, transforming unstructured receipts into structured data that's ready for your accounting software, POS systems and other downstream workflows.
What is receipt extraction?
Receipt extraction is the automatic capture of data from sales receipts using AI. Our receipt extraction software combines reading order models, OCR, LLMs, RAG and more to pull transaction details with high accuracy and faster processing times.
What is a receipt parser?
A receipt parser is a software tool that automatically reads and extracts data from sales receipts. It converts receipts into structured, machine-readable formats that integrate directly with your systems. Our AI receipt parser learns from every interaction, handling variations in layout, language and format with accuracy before transforming the output into exactly the structure your accounting, POS and ERP systems need.
What is receipt line extraction?
Receipt line extraction captures the itemized data within receipt tables – turning each line item, price, quantity and related details into structured formats while preserving the connections between rows. Our complex tables capability interprets your receipt data with strong contextual understanding, handling everything from simple item lists to complex nested tables with grouped items.
What data fields can Affinda's AI receipt processing software extract?
Affinda's AI receipt processing platform can capture data from any field on a sales receipt. Standard data fields include:
Receipt Header
- Merchant Name / Store Name: Name of the business or retail location issuing the receipt.
- Merchant Address / Contact Details: Store location, phone number and email when provided.
- Receipt Number / Transaction ID: Unique identifier for the transaction or purchase.
- Date / Time: Transaction date and timestamp of purchase.
- Store Number / Terminal ID: Specific store location code or POS terminal identifier.
- Cashier / Sales Associate: Employee name or ID when included on the receipt.
Line Items
- Item Description / Product Name: Name or description of each purchased item.
- SKU / Product Code: Unique product identifier or barcode number.
- Quantity: Number of units purchased for each item.
- Unit Price: Price per individual item.
- Line Total: Total amount for each line item (quantity × unit price).
- Discounts / Promotions: Applied discounts, coupon codes or promotional adjustments.
- Item Category / Department: Product category or department classification when shown.
Payment & Totals
- Subtotal: Sum of all items before tax and fees.
- Tax Amount / Tax Rate: Sales tax charged and applicable tax percentage.
- Total Amount / Grand Total: Final amount paid including all charges.
- Payment Method: Credit card, cash, digital wallet or other payment type used.
- Card Type / Last Four Digits: Payment card brand and masked card number.
- Change Given: Change returned for cash transactions.
Other Fields
- Loyalty Program Number: Customer rewards or membership ID when present.
- Return Policy / Terms: Return window or terms printed on the receipt.
- Reference Numbers: Authorization codes, batch numbers or additional transaction references.
Need custom fields or a specific layout? Simply define them in the UI or describe them in natural language and Affinda will extract and convert them automatically.
What file types does Affinda's AI receipt processing solution support?
Our AI agents can process any file type. Supported file types include PDF, JPG/JPEG, PNG, TIFF, DOC/DOCX (Word), XLSX (Excel), HTML and TXT/CSV.
How does Affinda process receipts and extract receipt data?
Affinda's AI agents read, extract and validate receipt data. Our platform is intuitive to set up and easily integrates into your systems. Simply:
- Upload your receipts via drag-and-drop, email or API.
- Configure business logic to match your organization's rules and workflows.
- Let Affinda check and validate extracted data against your business logic and accounting, POS or ERP systems to ensure accuracy.
- Access structured receipt data directly within your systems.
The result? Faster, more accurate receipt processing with minimal manual input.
Can Affinda extract data from scanned or image-based receipts?
Yes. Our AI receipt processing platform combines OCR with retrieval augmented generation (RAG), LLMs, agentic workflows, proprietary reading order algorithms and more, to automatically detect and process data from scanned or photographed invoices (PDF, JPG, PNG). Even low-quality images are automatically enhanced for reliable data capture and processing.
What language does Affinda's AI receipt automation platform support?
Our AI receipt processing platform can automatically detect and process receipts in 50+ languages, including multilingual receipts containing more than one language. Supported languages include: Afrikaans, Albanian, Amharic, Arabic (Standard, Egyptian, Sudanese, Algerian, Moroccan, Levantine), Bahasa Indonesian, Bengali, Bhojpuri, Bulgarian, Burmese, Chinese (Mandarin [PRC/Taiwan], Cantonese, Wu, Min Nan, Jinyu, Xiang, Hakka), Croatian, Czech, Danish, Dutch, English, Estonian, Finnish, French, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Italian, Japanese, Javanese, Kannada, Korean, Latvian, Lingala, Lithuanian, Macedonian, Malayalam, Marathi, Nepali, Norwegian, Odia, Persian (Farsi), Polish, Portuguese, Punjabi (Western and Eastern), Romanian, Russian, Slovak, Slovenian, Somali, Spanish, Swahili, Tagalog, Tamil, Telugu, Thai, Turkish, Ukrainian, Urdu, Vietnamese, Yoruba.
Does Affinda integrate with accounting, POS and ERP systems?
Yes. Our receipt processing platform integrates with 400+ downstream systems, including major accounting, POS and ERP platforms. You can build no-code integrations using our AI integrations agent or connect via API – whatever fits your workflow best.
What are some examples of AI receipt workflow automations?
AI receipt processing helps automate and streamline data workflows across business units such as:
- Accounting Teams: Speed up reconciliation and eliminate manual entry by extracting transaction details from any receipt format. Business-rule validation automatically flags discrepancies, catching duplicate transactions, mismatched dates, missing payment details and incorrect totals before they reach your books.
- Retail Operations: Process high volumes of receipts from multiple store locations with AI that adapts to different POS formats and receipt layouts. Feed structured data directly into your ERP and inventory systems to improve sales reporting, refund processing and financial visibility across your retail network.
- Hospitality and Expense Management: Capture itemized receipt data from restaurants, hotels and vendors to simplify expense tracking and reimbursement workflows. Self-learning AI handles everything from simple coffee shop receipts to complex multi-page hotel bills, automatically categorizing expenses and validating against company policies.
What is a receipt OCR data extractor?
A receipt optical character recognition (OCR) data extractor scans and accurately captures information from sales receipts, regardless of format or language. Upload receipt documents in PDF, JPG or PNG formats. The OCR technology first converts the documents into a text layer, ensuring all text (even from scans, photos or handwritten receipts) is captured. Affinda's AI models then identify and extract key fields such as merchant names, receipt numbers, dates, line items, totals and payment methods, transforming them into structured, usable data.
This automation eliminates manual entry, reduces errors and speeds up reconciliation. Once the receipt data is captured and structured, our AI receipt processing pipeline can apply business-rule validation and post-processing to enable seamless integration with accounting, POS or ERP systems.
Businesses in retail, accounting and hospitality rely on Affinda's AI for their expense management, financial reporting and reconciliation processes, streamlining workflows and improving accuracy.