Automated Invoice Matching Software

90% Automated Invoice Matching with Agentic AI.

  • 50% Lower Invoice Processing Cycle Time
  • 40% Improvement in Productivity
  • 100% Policy Adherence

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Risisng Star Report

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

Key Agents of Invoice Matching Software

Align Your Invoice Matching Automation With Business Outcomes

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Cut Invoice Processing
Costs By 50%

Eliminate manual tasks, reduce errors, & accelerate approvals with AI-driven data capture, 3-way matching, & seamless ERP integration.

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Boost Productivity
By 40%

Eliminate manual data entry, automate invoice matching, and streamline approvals with AI-driven workflows and real-time tracking.

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Ensure 100% Policy
Adherence

Enforce compliance by standardizing workflows, automating approvals, and ensuring every invoice aligns with company policies.

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.

Tailor-Made Invoice Matching 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 Core Systems

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 Dependence & Scalable Architecture
  • Secure, Compliant, and IT-Friendly Deployment

Must-Have Resources For AP Automation Success

11 Global Payment Formats

AI: The Key to AP Automation –
A Forrester Prediction

Your AP process may look fine—but you can easily automate 90% of it. Get actionable insights to choose the right automation solution for your needs.

Download Whitepaper
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.

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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.

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 | Automated Debt Collection | Cash Application Management | EIPP | Credit Risk Management | Automated Credit Scoring | Deduction Management | Electronic Invoicing | Order to Cash Solutions

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