Accelerate AP Processing With Our Intelligent Invoice Matching Software

Eliminate manual errors, ensure faster approvals, and achieve seamless financial operations with an advanced invoice matching solution.

  • Reduce manual effort with touchless invoice-matching software.
  • Ensure accuracy with automated two-way and three-way matching.
  • Gain complete control over invoice validation and exception handling.

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Risisng Star Report

HighRadius Named A ‘Leader’ in the IDC MarketScape: Worldwide Embedded Payment Applications 2024–2025.

Key Features Of Invoice Matching Software

Manual invoice matching draining time and resources? AI can do it in seconds.

See how automated invoice matching streamlines AP and improves financial accuracy.

How Invoice Matching Automation Works

  • Multi-Channel Capture: Ingest invoices from email, EDI, and Supplier Portal across varying formats.
  • AI-Based Data Extraction: Use OCR and AI models to extract structured header and line-level data.
  • Document Classification: Identify valid invoice documents and tag them as PO or non-PO.
  • Duplicate & Compliance Check: Flag duplicates and missing/incorrect fields based on business rules.
  • ERP Sync: Uses real-time API calls to retrieve PO data from the ERP system.
  • Fuzzy PO Matching: Applies fuzzy logic to identify likely PO matches based on supplier, amount, and item descriptions.
  • Multi-PO Handling: Detects and links invoices with multiple POs if line items span across them.
  • Supplier-Purchase Validation: Ensures PO belongs to the invoicing supplier.
  • Data Standardization: Standardizes PO data structure to align with extracted invoice data for matching.
  • PO & GRN Import: Fetches open PO and GRN data from ERP in real-time via API.
  • Line-Level Matching: Matches invoice lines to PO/GRN using parameters like item code, description, price, and quantity.
  • Variance Checks: Flags mismatches in price, quantity, freight, tax, and overall amount.
  • Auto GL Coding: Applies GL codes for unmatched tax and freight based on PO data.
  • Balance Update: Updates PO and GRN balance trackers after successful matching.
  • Mismatch Reasoning Engine: Diagnoses the root cause of each exception (missing GR, price variance, etc.).
  • Suggested Match Preview: Displays top match candidates and lets users take action directly.
  • Override Learning: Captures user overrides to refine future ML-based match predictions.
  • Workflow Routing: Sends unresolved exceptions to designated AP reviewers or business approvers.
  • Audit Trail Capture: Logs all user actions and system recommendations for compliance and analytics.
  • Auto-Routing Logic: Routes matched invoices to GL coding/posting workflows.
  • Exception Queue Management: Assigns unresolved invoices to AP analysts for resolution, according to approval workflows.
  • Dispute Triggering: Flags unmatched lines for supplier or buyer-side dispute initiation.

Benefits of Automated Invoice Matching Software

1

Cut Processing Costs by 50%

Automated invoice matching eliminates manual effort, reduces data entry errors, and accelerates validation. Enterprises save time, lower labor costs, and achieve a more efficient accounts payable process.

2

Boost AP Productivity by 40%

AI-driven 2-way and 3-way matching automates validation and approvals. This streamlines invoice processing, reduces exceptions, and helps AP teams handle higher volumes without adding headcount.

3

Eliminate 99% Payment Errors

Automation ensures every invoice is verified against purchase orders and contracts before payment. Enterprises prevent duplicates, overpayments, and fraud while safeguarding financial accuracy.

4

Ensure 100% Policy Adherence

Invoice matching software enforces compliance by standardizing workflows, applying built-in checks, and maintaining audit-ready trails. This minimizes regulatory risks and avoids costly penalties.

5

Gain Real-Time AP Visibility

CFOs get instant dashboards on invoice status, exception rates, and vendor payments. This enables better cash flow management and more informed strategic decisions.

6

Seamless ERP Integration

Automated invoice matching connects directly with ERP and financial systems for accurate data flow. Enterprises eliminate manual reconciliations and foster smoother collaboration across finance functions.

Tailor-Made AP Automation for Every Finance Leader

From managers to CFOs, HighRadius helps the entire AP team to achieve their targets.

Leave The Manual, Repetitive Work To Us

HighRadius empowers your team with Agentic AI to eliminate repetitive tasks, auto-resolve exceptions, and fast-track invoice processing—so you can focus on what really matters.

  • 90% Touchless Invoice Processing
  • 3X Faster Exception Resolution
  • 2X Lower Invoice Processing Cycle Time

Turn AP Into A Cash Flow Driver

HighRadius transforms AP from a cost center into a strategic lever with real-time data, discount capture, and complete control over working capital.

  • Real-Time Cash Flow Visibility
  • Capture More Early Payment Discounts
  • 100% Policy Adherence

Modernize AP Without Disrupting Your ERP

HighRadius offers ERP-native, API-first integration with minimal IT lift—so you can modernize AP workflows without disrupting your core systems.

  • Real-Time, Two-Way ERP Integration
  • Minimal IT Dependance & Scalable Architecture
  • Secure, Compliant, and IT-Friendly Deployment

Must-have Resources For Invoice Matching Automation Success

11 Global Payment Formats

The CFO Guide to Automating
3-Way Invoice Matching

Discover how leading enterprises prevent errors, fraud, and delays with automated three-way invoice matching. Download the guide to see why this automation is now a must-have for future-ready AP teams.

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Maximize Revenue: Step-By-Step Guide to Implementing an Automated Billing System

AP Vendor
Evaluation Template

Ready-to-use scorecard that highlights both key and overlooked features, enabling you to effectively compare AP solutions and select the optimal fit for your business.

Download Template
The Ultimate Guide to Adopting B2B Payment Processing Solutions in 2024

Ultimate Buyer’s Guide
for AP Automation

Spot hidden AP inefficiencies, choose tools with 90%+ automation, and cut processing costs by up to 50%.

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The Value of Invoice Matching Software

90% Line Item Capture Rate
90% PO Invoices Automatched
100% Non-PO Invoices Auto-Coded
2X Lower Invoice Processing Cycle Time

Our Invoice Matching Automation Integrates With 50+ ERPs & Systems

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What Is Invoice Matching Software?

Invoice matching software is a crucial component of modern accounts payable (AP) departments. It automates the meticulous process of comparing invoices with corresponding purchase orders (POs) and, in many cases, receiving reports.

By leveraging advanced technologies like Optical Character Recognition (OCR) and Artificial Intelligence (AI), invoice matching automation streamlines data extraction, ensuring accurate and efficient comparison of key details such as quantities, prices, and terms. This meticulous verification minimizes the risk of overpayments, duplicate payments, and human errors that can plague manual processes, ultimately leading to a more robust and efficient AP workflow.

Automated credit scoring

From Manual Checks to Autonomous Matching: How Agentic AI Is Redefining Invoice Matching Automation

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Autonomous 3-Way Matching, Not Just Rule-Based Checks

Agentic AI replaces rigid matching rules with dynamic, self-learning agents that intelligently link invoices to POs and GRNs. It evaluates item codes, descriptions, quantities, and pricing using machine learning and heuristics—resolving variances without waiting for human action.

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Multi-Dimensional Variance Analysis

The AI agent conducts granular checks on price, quantity, freight, taxes, and total amounts. If mismatches exceed tolerance thresholds, it flags exceptions instantly. Where policy allows, it auto-applies freight thresholds or recommends GL coding for missing components—ensuring accurate accounting.

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ERP Integration and Real-Time Updates

Agents pull open POs and goods receipt data directly from the ERP, match them in real-time, and automatically update PO and GRN balances post-match. This creates a continuous loop of data validation, consumption tracking, and error-free matching across documents.

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Human-In-Loop for Complex Overrides

When anomalies need manual attention, the agent flags them clearly and enables AP teams to override and complete the match—while capturing the override behavior to improve future accuracy through iterative learning.

Manual vs. Automated Invoice Matching - Why Businesses Need to Switch?

Manual invoice matching is error-prone, time-consuming, and costly. Automated matching ensures accuracy, reduces risk, and speeds up processing - here’s how it stacks up against manual methods.

Feature Automated Invoice Matching Manual Invoice Matching
Invoice Processing Speed Invoice matching software instantly validates invoices against POs and receipts, reducing cycle times. Manual matching requires line-by-line checks, slowing down approvals and payments.
Error Reduction AI-powered invoice matching automation ensures accuracy and flags discrepancies in real time. Prone to human errors, missed mismatches, and duplicate payments.
Scalability Handles high volumes of invoices seamlessly across entities and geographies. Limited by staff availability and manual effort.
Compliance & Audit Trail Automated invoice matching ensures policy compliance with built-in audit trails. Manual processes lack consistency and make audits harder.
Cost Efficiency Reduces operational costs by eliminating rework and minimizing labor-intensive tasks. High overhead costs from manual checks and frequent corrections.
Visibility & Control Provides real-time insights into exceptions, discrepancies, and approval status. Limited visibility makes issue tracking and reporting difficult.
Value Creation

From Manual to Autonomous—Real Bottom-Line Impact in 6 Months

With HighRadius' Agentic AI-powered AP automation software, invoice processing cycle time is 2X faster, and overall productivity improves by 40%.

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FAQs on Invoice Matching Automation Software

What is invoice matching?

Invoice matching is the critical foundation of accurate and efficient accounts payable process. It involves meticulously comparing invoice data with corresponding purchase orders (POs) and, in many cases, receiving reports. This meticulous comparison ensures the accuracy of invoices, verifying that the goods or services received align precisely with the original order and that the invoiced amount is correct.

How does invoice matching work?

Invoice matching typically involves a multi-step process that leverages key data points from various documents. These data points include invoice numbers, vendor information, dates, line items (including descriptions, quantities, and unit prices), and total amounts. The system meticulously checks for inconsistencies, such as:

Quantity discrepancies: Comparing the quantity ordered on the PO to the quantity received and invoiced. For instance, if 100 units were ordered but only 95 units were received, the system flags this discrepancy.
Price discrepancies: Verifying that the unit price on the invoice aligns precisely with the agreed-upon price on the PO. Any deviations, such as unexpected surcharges or discounts, are immediately identified.
Terms and conditions discrepancies: Ensuring compliance with agreed-upon payment terms (e.g., net 30 days), discounts for early payment, and any other contractual obligations outlined in the purchase order.

What is the difference between 2-way and 3-way invoice matching?

Two-way matching and three-way matching represent different levels of verification within the invoice matching process.
Two-way matching: This method compares invoices directly to purchase orders. It essentially verifies that the goods or services ordered were indeed invoiced. While effective for certain scenarios, two-way matching may not always catch discrepancies that arise between the order and the actual goods or services received.
Three-way matching: This more comprehensive approach compares invoices to both purchase orders and receiving reports. By incorporating the receiving report into the verification process, three-way matching ensures that the goods or services received match both the order and the invoice. This provides a higher level of accuracy and control, minimizing the risk of paying for goods or services that were never received or were received in a different quantity or condition.

What is invoice matching software?

Invoice matching software automates the tedious and time-consuming process of invoice matching by leveraging advanced technologies such as Optical Character Recognition (OCR), Artificial Intelligence (AI), and Machine Learning 1 (ML).

Instead of relying on manual data entry and cumbersome manual comparisons, the software efficiently extracts data from various sources, including invoices received via email, EDI, or even scanned documents. The invoice matching software then intelligently compares this data with the information in the corresponding purchase orders and receiving reports (if applicable). By automating these tasks, invoice matching software significantly reduces the risk of human error, improves processing speed, and frees up valuable time for AP staff to focus on more strategic initiatives.

What features should you look for in invoice matching software?

When selecting invoice matching software, consider these key features:

  • AI-powered data extraction: Accurately extracts data from various document formats, including PDFs, images, and emails, with minimal human intervention.
  • Two-way and three-way matching capabilities: Supports both levels of matching to ensure comprehensive and accurate invoice verification based on your specific business needs.
  • Intelligent exception handling: Automatically flags and routes exceptions (discrepancies) to the appropriate approvers for swift resolution, minimizing delays and ensuring timely processing.
  • Workflow automation: Automates the routing of invoices for approval based on pre-defined rules and hierarchies, streamlining the approval process and ensuring timely payments.
  • Seamless ERP integration: Integrates seamlessly with your existing Enterprise Resource Planning (ERP) system for smooth data flow and reduced manual data entry, ensuring a streamlined and efficient workflow.
  • Robust reporting and analytics: Provides comprehensive reports and dashboards with key performance indicators (KPIs) to track invoice processing efficiency, identify bottlenecks, and gain valuable insights into AP performance.

What is the impact of automated invoice matching software on businesses?

Automated invoice matching software revolutionizes the accounts payable process by significantly improving efficiency, accuracy, and speed. By automating data entry and comparison, it reduces labor costs and frees up valuable time for AP staff to focus on more strategic initiatives, such as vendor relationship management, financial analysis, and process optimization.

  • Accelerated invoice processing: Streamlined workflows and automated matching enable faster processing times, leading to quicker payments to vendors. This improves cash flow, maximizes early payment discounts, and strengthens vendor relationships.
  • Enhanced accuracy and reduced risk: By minimizing human error and identifying discrepancies early on, automated invoice matching reduces the risk of overpayments, duplicate payments, and fraudulent activities, safeguarding your company’s financial health.
  • Improved compliance: Automated audit trails and built-in controls help ensure compliance with internal policies and external regulations, reducing the risk of penalties and fines.
  • Data-driven decision making: Real-time data and insights provided by the software empower finance leaders to make informed decisions regarding AP processes, identify areas for improvement, and optimize overall financial performance.

By implementing robust invoice matching software, businesses can significantly enhance their AP function, improve operational efficiency, reduce costs, and gain a significant competitive advantage.

Accounts Receivable Solutions

Accounts Receivable | Collection Software | Cash Application Automation | Credit Risk Management | Credit Management | Credit & Collection | EIPP | Electronic Invoicing | Invoice to Cash | Invoice Collection | B2B Payments | Order to Cash | O2C Analytics | Integrated Receivable | Deduction Management | Credit Application | Credit Scoring | Exception Management | Dispute Management | Trade Promotion | Dunning Management | Financial Data Aggregation | Remittance Processing | Collaborative Accounts Receivable | Remote Deposit Capture | Credit Risk Monitoring | Credit Decisions Engine

Accounts Payable Solutions

AP Automation | Invoice Processing | Invoice Scanning & Capture | Invoice Coding | Invoice Approval | Invoice Matching | Invoice Management | Supplier Management | Supplier Onboarding | Dynamic Discounting

Financial Reconciliation & Close Solutions

Account Reconciliation | Financial Close | Bank Reconciliation | Balance Sheet Reconciliation | Payment Reconciliation | Transaction Matching | SOX Software | General Ledger Reconciliation | Journal Entry | Variance Analysis| Financial Consolidation | Financial Reporting

Treasury & Cash Management Solutions

Treasury Management | Cash Flow Forecasting | Cash Management | Cash Flow Management | Revenue Recognition | Liquidity Management

Resources

What Is Accounts Payable | Accounts Payable Process | Accounts Payable Reports | Accounts Payable Reconciliation | Managing Accounts Payable | Accounts Payable Audit | Accounts Payable Goals | Accounts Payable Internal Controls | Accounts Payable Department | Accounts Payable Automation ROI | Accounts Payable Workflow | Benefits Of AP Automation | What Is Invoice Processing | Three Way Invoice Matching | What Is Dynamic Discounting | Accounts Payable Vs Accounts Receivable | Accounts Payable Forecasting | Accounts Payable Metrics | AI In Accounts Payable | AP Automation ERP Integration

Ebooks, Templates, Whitepapers & Case Studies

AP Buyers Guide | AI in Accounts Payable Use Cases | AP Vendor Evaluation Template | AP Forrester Prediction | AP Automation Datasheet