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Upload a purchase order and watch as Affinda instantly predicts the data fields you need, helping you automate purchase order data extraction in just a few clicks.
How to automate purchase order processing with Affinda's AI
- 1
Upload your purchase orders, your way
Email, drag and drop or connect via API.
- 2
Watch as it extracts your purchase order data
Affinda's AI reads your purchase orders 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 purchase order or document 
Cleanse and transform data
Affinda automatically converts extracted purchase order data into the format your business system recognizes, ensuring it's ready for downstream processing. Need something custom? Use natural language to describe how you want the data to appear.
Apply business logic
Use natural language to write validation rules and apply your business logic to the data. This ensures the output meets your organization's requirements and enables straight-through purchase order processing.
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
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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 purchase order processing?
Purchase order processing is the workflow businesses use to receive, capture, validate and approve data from purchase orders. Our AI purchase order processing software automates this entire process to reduce manual effort, errors and processing times. It ensures that orders are accurate, properly matched to invoices and recorded correctly in procurement and inventory systems.
What is purchase order data extraction?
Purchase order data extraction is the process of capturing critical data from purchase orders – including PO numbers, line items, quantities, prices, supplier details and delivery dates. Our AI platform automates purchase order data extraction, reading documents in any format and turning them into accurate, structured data that's ready for your ERP, procurement systems and accounting workflows.
What is purchase order extraction?
Purchase order extraction is the AI-powered capture of data from purchase orders using advanced technology. Our purchase order extraction software combines reading order models, OCR, LLMs, RAG and other AI techniques to automatically extract and structure information – delivering high accuracy and faster processing times across any purchase order format.
What is a purchase order parser?
A purchase order parser is software that automatically reads and extracts data from purchase orders. It transforms POs into structured, machine-readable formats ready for your systems. Our AI purchase order parser adapts instantly to different suppliers, layouts and formats – learning from every document it processes and delivering the exact output structure your ERP, procurement or accounting systems require.
What is purchase order line extraction?
Purchase order line extraction captures the item-level data within your purchase order tables – quantities, descriptions, unit prices and totals – and turns it into structured, actionable information while preserving the relationships between each row. Our complex tables capability reads and interprets your line items with strong contextual understanding, handling everything from straightforward grids to nested item groups.
What data fields can Affinda's AI purchase order processing software extract?
Affinda's AI purchase order processing platform can extract data from any field on a purchase order. Standard data fields include:
Purchase Order Details
- PO Number: Unique identifier assigned to the purchase order.
- PO Date / Issue Date: Date the purchase order was created or issued.
- Buyer Information: Name, address, contact details and department of the purchasing organization.
- Supplier Information: Vendor name, address, contact person and identification numbers.
- Billing Address / Shipping Address: Where invoices should be sent and where goods should be delivered.
- Payment Terms: Agreed terms such as Net 30, Net 60 or other payment conditions.
- Delivery Date / Required Date: Expected or requested delivery timeframe.
Line Items
- Item Description / Product Name: Detailed description of each ordered item or service.
- Item Number / SKU / Part Number: Unique product identifier or stock keeping unit.
- Quantity Ordered: Number of units requested for each line item.
- Unit of Measure: Measurement unit such as pieces, boxes, kilograms or hours.
- Unit Price: Price per individual unit before discounts or taxes.
- Line Total: Total cost for each line item (quantity multiplied by unit price).
- Product Category / GL Code: Classification or general ledger code for accounting.
- Discounts / Adjustments: Any line-level price reductions or modifications.
Financial & Approval
- Subtotal: Sum of all line items before tax and additional charges.
- Tax Amount / Tax Rate: Applicable sales tax, VAT or GST amounts and rates.
- Shipping Costs / Handling Fees: Additional charges for delivery and logistics.
- Total Amount: Final purchase order value including all charges.
- Currency: Currency in which the purchase order is denominated.
- Approval Status / Authorized By: Approval stage and name or signature of authorizing person.
- Budget Code / Cost Center: Internal codes for expense allocation and tracking.
Additional Details
- Shipping Method / Carrier: Preferred delivery method or logistics provider.
- Special Instructions / Notes: Custom requirements, handling instructions or terms.
- Reference Numbers: Related requisition numbers, project codes or contract references.
- Signatures / Checkboxes: Captured approvals, confirmations or acknowledgments.
Need to capture custom fields unique to your suppliers or procurement workflow? Define them in the platform or describe them in plain language and Affinda will extract and structure them automatically.
What file types does Affinda's AI purchase order 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 purchase orders and extract purchase order data?
Affinda's AI agents read, extract and validate purchase order data. Our platform is intuitive to set up and easily integrates into your systems. Simply:
- Upload your purchase orders via drag-and-drop, email or API.
- Configure business logic to match your organization's procurement rules and workflows.
- Let Affinda check and validate extracted data against your business logic and ERP, procurement or inventory systems to ensure accuracy.
- Access structured purchase order data directly within your systems.
The result? Faster, more accurate purchase order processing with minimal manual input.
Can Affinda extract data from scanned or image-based purchase orders?
Yes. Our AI purchase order 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 purchase order automation platform support?
Our AI purchase order processing platform can automatically detect and process purchase orders in 50+ languages, including multilingual purchase orders 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 ERPs and procurement systems?
Yes. Our AI purchase order processing platform integrates with 400+ downstream systems, including major ERPs, procurement platforms, inventory management systems, accounting software and supplier portals. 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 purchase order workflow automations?
AI purchase order processing automates and streamlines procurement workflows across departments such as:
- Procurement Teams: Automate order entry and eliminate manual data capture by extracting PO numbers, line items, quantities and supplier details from any format. Validate against contracts and budgets, flag exceptions and accelerate supplier collaboration.
- Supply Chain / Inventory: Feed structured purchase order data directly into inventory systems to improve demand planning, track delivery dates and ensure stock levels align with incoming orders.
- Finance / Accounts Payable: Match purchase orders to invoices automatically, catch discrepancies early and push validated data into your ERP – reducing manual reconciliation and improving spend visibility.
What is a purchase order OCR data extractor?
A purchase order optical character recognition (OCR) data extractor scans and accurately captures information from purchase orders, regardless of format or language. Upload purchase order 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 handwriting) is captured. Affinda's AI models then identify and extract key fields such as PO numbers, supplier details, line items, quantities, unit prices, delivery dates and totals, transforming them into structured, usable data.
This automation eliminates manual data entry, reduces errors and saves time. Once the purchase order data is captured and structured, our AI purchase order processing pipeline can apply machine validation and post-processing to enable seamless integration with ERP, procurement or inventory management systems.
Businesses across manufacturing, retail, logistics and supply chain management rely on Affinda's AI for their procurement, order entry and supplier collaboration processes, streamlining workflows and improving overall efficiency.