Create models in seconds
Upload a payslip and Affinda instantly identifies the payroll data you need, helping you automate payslip data extraction in just a few clicks.
How to automate payslip processing with Affinda's AI
- 1
Upload your payslips, your way
Email, drag and drop or connect via API.
- 2
Watch as it extracts your payslip data
Affinda's AI reads your payslips 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 payslip or document 
Cleanse and transform data
Affinda automatically transforms extracted payslip data into the format your payroll software, HRIS or accounting system expects, making it ready for immediate processing. Need something custom? Just describe how you want the data structured using natural language.
Apply business logic
Use natural language to write validation rules and apply your business logic to the payslip data. This ensures accuracy, supports compliance requirements and enables straight-through payslip 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 payslip processing?
Payslip processing is the workflow organizations use to capture, validate and organize payroll data from employee payslips. Our AI payslip data extraction software automates this entire process to reduce manual effort, errors and processing time. It ensures payroll details like deductions, taxes, gross pay and leave balances are accurately captured and ready to integrate with payroll, HRIS and accounting systems.
What is payslip data extraction?
Payslip data extraction is the process of reading payslips and capturing key details like employee names, pay periods, gross and net pay, deductions, taxes, hours worked and leave balances. Our AI automates this process regardless of format or layout, transforming unstructured payroll documents into accurate, structured data ready for your HRIS, accounting systems and compliance platforms.
What is payslip extraction?
Payslip extraction is the automatic capture of key payroll data from payslips using AI. Our payslip extraction software combines reading order models, OCR, LLMs, RAG and more to convert payroll information with high accuracy and faster processing times.
What is a payslip parser?
A payslip parser is software that automatically reads and extracts data from payslips. It converts unstructured payroll documents into structured, machine-readable formats your systems can use. Our AI payslip parser handles any format or layout variation with ease, learns from every interaction and delivers data in exactly the format your payroll, HRIS and accounting platforms need.
What is payslip line extraction?
Payslip line extraction captures the itemized data within payslip tables – earnings, deductions, tax breakdowns and leave balances – and converts it into structured, usable data while preserving the relationships between each row. Our complex tables capability handles everything from straightforward pay grids to nested deduction structures and grouped line items with impressive contextual understanding.
What data fields can Affinda's AI payslip processing software extract?
Affinda's AI payslip processing platform can capture data from any field on a payslip. Standard data fields include:
Employee & Employer Details
- Employee Name: Full name of the employee receiving payment.
- Employee ID / Number: Unique identifier assigned to the employee within the organization.
- Employer Name: Name of the organization issuing the payslip.
- Employer ABN / TFN / Tax ID: Business registration and tax identification numbers.
- Employee Address: Residential address of the employee when provided.
- Department / Cost Center: Internal organizational unit the employee belongs to.
Pay Period & Payment Details
- Pay Period (From / To): Start and end dates covered by the payslip.
- Pay Date / Payment Date: Date when payment is issued or deposited.
- Payment Method: Bank transfer, check, or other payment type.
- Bank Account Details: Account number and BSB or routing information for direct deposit.
Earnings & Deductions
- Gross Pay / Gross Earnings: Total earnings before deductions.
- Net Pay / Take-Home Pay: Amount paid to employee after all deductions.
- Base Salary / Hourly Rate: Standard rate of pay.
- Hours Worked: Regular, overtime, and total hours for the period.
- Allowances / Bonuses: Additional payments like shift allowance or performance bonuses.
- Tax Withheld: Income tax deducted from gross pay.
- Superannuation / Retirement: Employer or employee contributions to retirement funds.
- Other Deductions: Insurance, union fees, salary sacrifice, or garnishments.
Leave & Balances
- Annual Leave Balance: Accrued vacation or holiday leave remaining.
- Sick Leave Balance: Available sick or personal leave hours.
- Long Service Leave: Accumulated long-term leave entitlements.
- Leave Taken: Leave used during the current pay period.
Other Fields
- Payslip Number / Reference: Unique identifier for the payslip document.
- Year-to-Date Totals: Cumulative earnings, tax, and deductions for the financial year.
- Employer Contact Details: Payroll department contact information when shown.
Need custom fields or specific payroll data unique to your organization? Simply define them in the UI or describe them in natural language and Affinda will extract and structure them automatically.
What file types does Affinda's AI payslip 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 payslips and extract payslip data?
Affinda's AI agents read, extract and validate payslip data. Our platform is intuitive to set up and easily integrates into your systems. Simply:
- Upload your payslips 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 payroll software, HRIS or accounting systems to ensure accuracy.
- Access structured payslip data directly within your systems.
The result? Faster, more accurate payslip processing with minimal manual input.
Can Affinda extract data from scanned or image-based payslips?
Yes. Our AI payslip 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 payslip automation platform support?
Our AI payslip processing platform can automatically detect and process payslips in 50+ languages, including multilingual payslips 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 payroll software and HRIS systems?
Yes. Our platform integrates with 400+ downstream systems, including payroll software, HRIS, accounting systems, loan origination platforms and compliance tools. You can create no-code integrations using our AI integrations agent, or build custom connections using our APIs – whatever fits your payslip processing workflow best.
What are some examples of AI payslip workflow automations?
AI payslip processing helps automate and optimize payroll workflows across teams and industries such as:
- Payroll and HR Teams: Speed up payroll processing and eliminate errors by extracting employee data, pay periods, deductions, taxes and leave balances from any payslip format. Business-rule validation flags discrepancies automatically – catching incorrect hours, tax calculation errors, missing reference numbers and duplicate entries.
- Staffing Agencies and Finance: Streamline income verification for loan applications by extracting gross pay, net pay and year-to-date totals with precision. Our AI adapts to varied payslip layouts across multiple employers, simplifying document review and approval.
- Compliance and Audit Teams: Ensure accurate tax reporting and regulatory compliance by feeding structured payslip data into compliance platforms. Create audit trails that track deductions, superannuation contributions and tax withholdings with complete visibility.
What is a payslip OCR data extractor?
A payslip optical character recognition (OCR) data extractor scans and accurately captures information from payslips, regardless of format or language. Upload payslip 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 employee names, pay periods, gross and net pay, deductions, taxes, hours worked, leave balances and reference numbers, transforming them into structured, usable data.
This automation eliminates manual data entry, reduces errors and saves time. Once the payslip data is captured and structured, our AI payslip processing pipeline can apply machine validation and post-processing to enable seamless integration with payroll software, HRIS, accounting and compliance systems.
Organizations across payroll services, HR, staffing agencies, finance and government rely on Affinda's AI for their payroll processing, income verification and compliance workflows, streamlining operations and improving overall accuracy.