AI-Powered Cash Allocation Software

Acheive 90%+ Cash allocation automation with 11 AI agents

  • Eliminate 100% bank key-in fees through automated check processing
  • Resolve exceptions 40% faster with AI-driven recommendations
  • Fastrack payment matching with 90%+ Item automation rate
Gartner Report

HighRadius Named as a Leader in 2024 Gartner Magic Quadrant for Invoice-to-Cash Applications

Key AI Agents For Automated Cash Allocation Software

HighRadius is the ONLY Vendor named a Leader in all 3 major analyst reports for Accounts Receivable

Gartner logo 2024 Gartner Magic Quadrant
Hackett logo Digital World Class
idc logo IDC MarketScape Leader

How Does AI-Powered Cash Allocation Solution Work?

  • Standardized File Retrieval: Automatically secures bank statements and lockbox files in formats like BAI2, EDI820, EDI823, MT940, and CAMT.053 via direct bank connectivity and secure SFTP protocols.
  • Portal-Based Remittance Capture: Employs RPA and API-based agents to navigate customer AP portals, bypass Multi-Factor Authentication (MFA), and secure payment advice in PDF or Excel formats.
  • Unstructured Remittance Extraction: Utilizes AutomationGPT to parse data from email bodies, attachments, and scanned check images, extracting granular invoice numbers and amounts using character-level OCR.
  • Banking Attribute Mapping: Identifies the correct payer by cross-referencing MICR, IBAN, and payer name parameters from the bank statement against the customer master.
  • Heuristic Identity Validation: Validates the customer identity on separate remittances by analyzing invoice numbers, email domains, and subject line keywords.
  • Parent-Child Logic: Automatically links related customers using alternate payer and customer grouping heuristics to ensure payments are applied to the correct sub-ledger.
  • Payment-Remittance Linking: Connects standalone payments to separate remittances received via email or portal using amount, date, and reference number clusters.
  • Multi-Reference Reconciliation: Matches payment details to open ERP invoices using identifiers such as Invoice#, Purchase Order#, and Sales Order#.
  • Automated Payment Splitting: Splits bulk payments across multiple customers or invoice counts based on predefined parameters and historical user patterns.
  • ML-Based Recommendation: Suggests probable customers and remittances for unmatched payments based on historical patterns to reduce manual research time.
  • Automated Reason Coding: Maps customer-specific short-pay reason codes to internal ERP GL codes and automatically calculates earned/unclaimed discounts.
  • Programmatic Correspondence: Triggers automated remittance request emails to customers when payments arrive without sufficient details for allocation.
  • Direct File/API Transmission: Transmits enriched payment data to the ERP in BAI2, EDI820, CSV, or JSON formats for automated invoice clearance.
  • On-Demand Posting: Allows for the manual transmission of enriched payment feeds to the ERP to meet specific business needs or period-end close requirements.
  • Late Remittance Processing: Utilizes heuristics to apply late-arriving remittance details against payments that have already been posted to customer accounts in the ERP.

Top Benefits of Cash Allocation Software

90%+

Straight-Through Processing

Eliminate manual reconciliation and achieve same-day cash allocation with AI agents that automate payment matching and ERP synchronization across all global entities.

100%

Key-in Fees Elimination

Stop paying banks for manual data entry. AI agents capture data directly from digital check images and bank feeds to eliminate lockbox fees and ensure total ledger accuracy.

2x

Exception Productivity

AI agents eliminate manual research by providing analysts with intelligent, pattern-based recommendations for unmatched payments to help your team handle exceptions quickly.

HighRadius Automated Cash Allocation Software Case-Studies

Redbull Logo
96% Automated Cash Allocation
Achieved 56% improvement in productivity for automatching payments to invoices.
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Loreal Logo
96% Straight-Through Cash Allocation
Achieved 1.7 day faster cash allocation via payment invoice matching agent.
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ResMed Logo
96% Hit-Rate with Agentic Automation
Saved 13 hours by reallocating employees to high-value tasks.
Read more

ERP Integration for Cash Allocation Software

HighRadius builds solid partnerships and offers robust integration capabilities by integrating with 110+ banks, 40 credit agencies, 50+ ERPs, and 15+ billing systems globally.

ERP Solutions

Ready to Connect HighRadius with Your ERP?

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Must-Have Resources For Cash Allocation Success

Cash Allocation ROI Calculator

Cash Allocation ROI Calculator

Use the calculator to see how much cash application automation actually saves.

Download Calculator
Sample RFP Template

Sample RFP for Cash Allocation Automation

A ready-to-use RFP template to accelerate your cash allocation automation journey.

Download e-Book
Cash Application Automation Guide

Cash App Automation Guide for AR Leaders

Find out how AI & ML can help you cut down costs, effort, and time!

Download e-Book

From Manual Matching to Machine Intelligence: How Agentic AI Is Redefining Automated Cash Allocation

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Intelligent Cash Allocation

Agentic AI transforms cash allocation by eliminating manual remittance review, bank file interpretation, and invoice matching delays. By autonomously capturing, mapping, and reconciling payments in real time, it ensures same-day cash allocation, even across fragmented remittance formats and incomplete data.

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Smart Handling of Complex Exceptions

When remittance is missing or incorrect, Agentic AI doesn’t just flag the issue, it proactively suggests the most likely match, emails customers for clarification, and reroutes unresolved exceptions to the right analyst. This reduces resolution cycles from hours to minutes and increases straight-through posting.

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Purpose-Built for End User Adoption

Forget clunky dashboards and rigid workflows. Agentic AI platforms are built for simplicity, with intuitive layouts, role-based views, and guided resolutions. Teams across cash allocation, collections, and AR get up to speed quickly, enabling faster onboarding and quicker outcomes.

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Cross-Team Visibility, Real-Time Transparency

Every action taken by the Agentic AI, whether a match, exception, or denial, is logged, shared, and visible across functions. Sales, collections, and customer service teams gain instant access to payment statuses, helping prevent miscommunication, duplicate outreach, and delays in dispute handling.

What Is Cash Allocation Automation Software?

Cash allocation automation software streamlines the matching of incoming payments to customer invoices. It uses AI and machine learning to automatically identify and apply real-time payments, reducing manual efforts. The software eliminates errors, speeds up cash posting, and improves cash flow visibility.

Automated credit scoring

Key Challenges of Manual Cash Allocation Process

Manual cash allocation creates bottlenecks that slow operations and drain resources. It’s a process plagued by inefficiencies that modern businesses can no longer afford.

Slow and Tedious Workflow

Matching payments to invoices manually takes hours, creating backlogs and delaying critical cash flow updates. The time wasted on repetitive tasks could be better spent on strategic finance initiatives.

Error-Prone and Risky

Human errors in payment matching can lead to missed invoices or incorrect allocations. These mistakes not only impact financial accuracy but also damage client relationships when discrepancies go unresolved.

Unnecessary Costs

Manual cash allocation isn’t just inefficient, it’s expensive. From bank key-in fees to money sent on resources, hidden costs add up, cutting into profits unnecessarily.

Lack of Real-Time Insights

Without automation, finance teams operate with outdated information. This lack of visibility makes it harder to forecast, plan, and make informed decisions about working capital and liquidity.

How to Choose the Right Cash Allocation Automation Software for Your Business?

Choosing the right cash allocation automation software is critical to ensuring efficient cash flow management, fostering stronger client relationships, and enabling informed decision-making. Since no single solution fits all, here are some key factors to consider when selecting cash allocation solution tailored to your business needs:

AI-Driven Automation
AI-Driven Automation for Greater Accuracy

Manual data entry and error-prone processes can slow down operations and increase costs. Opt for AI-driven software that continuously learns from historical data to enhance its ability to match payments with invoices. This reduces errors, accelerates processing, and ensures more accurate results.

Exception Management
Intelligent Exception Management

Not all transactions are straightforward. Look for software that goes beyond automating basic tasks and offers intelligent exception management. The ideal cash allocation system should categorize exceptions by severity, provide clear workflows for resolution, and minimize the time spent addressing mismatches or disputes.

User-Friendly Interface
User-Friendly Interface for Faster Adoption

A cash allocation system must be intuitive to ensure quick adoption and minimal training time. Complicated platforms can lead to frustration and inefficiencies, so prioritize solutions with streamlined navigation and user-friendly designs for smoother onboarding and faster deployment.

Data Transparency
Data Transparency Across Teams

Cash allocation impacts multiple departments, from finance to sales and customer service. Select a cash allocation system that provides real-time, shared data views, enabling cross-functional teams to stay informed and aligned. Transparency reduces friction, enhances collaboration, and ensures everyone has the information they need.

Real-Time Collaboration
Real-Time Collaboration with Clients & Partners

Cash allocation involves various stakeholders. Choose a solution that facilitates real-time communication with clients and partners through integrated portals. This enables timely payment updates, faster issue resolution, and stronger relationships, ultimately improving collections and cash flow.

Value Creation

From Confusion to Clarity: How Teams Unlocked Cash in Just 6 Months

Finance teams streamlined cash allocation with Agentic AI, automating payment capture, invoice matching, and resolving exceptions across every source. The result? Faster allocations, improved accuracy, and millions in recovered cash within six months.

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FAQs: Cash Allocation Software

What is cash allocation?

Cash allocation is the process of matching incoming payments to outstanding customer invoices. It ensures accurate posting in accounting systems, improves cash flow visibility, and supports timely decision-making in accounts receivable.

Why is a good cash allocation system important?

It ensures accurate, timely application of payments, improves cash flow visibility, reduces manual effort, and minimizes errors, helping finance teams reconcile faster and serve customers better.

Can cash allocation be fully automated?

Yes, with AI and OCR, cash allocation can be over 90% automated, handling remittance capture, payment matching, exception handling, and ERP posting with minimal human intervention.

What are the different types of cash allocation measures?

Common measures include same-day cash posting rate, match rate percentage, exception backlog, unapplied cash volume, and automation rate, all reflecting efficiency, accuracy, and processing speed.

How does AI improve the cash allocation process?

AI learns from past matches to predict and automate complex payment scenarios, boosts match accuracy, reduces exceptions, and ensures faster, smarter cash application decisions.

How does the cash allocation tool impact enterprise businesses?

Enterprise businesses benefit from cash allocation tools by automating complex payment processes across multiple departments. The system ensures accurate payment matching, enhances reporting, improves cash flow visibility, and reduces administrative costs, supporting larger-scale operations efficiently.

How does this automated cash allocation solution handle complex email remittances?

Automated cash allocation software leverages AI agents to monitor inboxes, extract unstructured data from PDF or Excel attachments, and programmatically match it to bank payments without human intervention.

How do I get started with HighRadius cash allocation software?

Simply book a discovery call. Our team will assess your current process, recommend a solution fit, and guide you through a fast, low-risk implementation.

Will HighRadius cash allocation technology integrate with my ERP system?

Yes, HighRadius integrates with 50+ ERP systems via APIs and file-based connections, ensuring seamless cash posting and real-time updates without disrupting existing workflows.

Accounts Receivable Solutions

Accounts Receivable Software | 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

Days Sales Outstanding | Collection Dispute Letter | Accounts Receivable Days Formula | Credit Dispute Letter | Accounts Receivable Days Outstanding | Accounts Receivable Collections | Accounts Receivable Report | Accounts Receivable Aging Report | Accounts Receivable Process | Credit Scoring Model | Dispute Management | Debt Collection Call Script | Credit Risk Management Techniques | Accounts Receivable Department | 609 Credit Dispute Letter | Order to Cash Automation | Collections Performance Metrics | How to Determine Credit Worthiness | B2B Credit Application | Credit & Collection Technology | Accounts Receivable Automation | Accounts Receivable Solutions | Electronic Invoicing Process

Ebooks, Templates, Whitepapers & Case Studies

Accounts Receivable Dashboard | Credit and Collection Goals | DSO Calculation Template | Accounts Receivable Aging Report Template | Business Credit Scoring Model | AR Aging Worklist Prioritization | Collection Email Templates | Strategies to Reduce DSO | Collection Maturity Model Template | Credit & Collection Email Templates | Credit Policy Sample | Credit Application Checklist Spreadsheet Template | Collection Email Automation with Excel