Accounts Receivable Automation

Apply Cash Faster. See Cash Sooner. Operate with Confidence.

Cash shouldn’t sit unapplied because remittance data is incomplete, fragmented, or trapped in PDFs and bank files.

Itemize transforms accounts receivable by automating cash application with intelligent, line-item accuracy, whether payments come directly to you or through a bank lockbox.

By connecting payments, remittances, invoices, and customer context, Itemize eliminates manual matching, accelerates posting, and gives finance leaders real-time clarity into cash flow.

The result: faster DSO, lower unapplied cash, better forecasting, and AR teams freed from manual fire drills.

The Problem with Traditional AR Automation

Legacy AR solutions promise automation but still depend on:

  • Header-level data that misses critical line-item detail
  • Rigid rules that break when remittance formats change
  • Manual exception queues that grow as volume increases
  • Delayed visibility into what’s applied, pending, or stuck

Even when payments arrive on time, cash application lags, exceptions pile up, and forecasting confidence erodes.

That’s not automation.  It’s faster manual work.

The Problem with Traditional AR Automation
How Itemize Is Different

How Itemize Is Different

Itemize is an agentic finance operations platform powered by line-item intelligence.  Itemize is built to understand AR data, not just read it.

Unlike traditional OCR, workflow, or rules-based AR tools, Itemize:

  • Captures and interprets dramatically more usable remittance data
  • Connects documents, transactions, and customer entities
  • Applies risk-aware, autonomous decisioning to cash application
  • Delivers audit-ready, explainable outcomes, not black-box automation

This enables true straight-through cash application, even in complex, exception-heavy environments.

Cash Application Automated End to End

Apply Payments Received Directly

When you receive customers payments directly – via ACH, wire, check, or other channels – Itemize:

  • Extracts remittance detail from emails, PDFs, EDI, and attachments
  • Matches payments to open invoices at the line-item level
  • Automatically resolves common short-pays, splits, and deductions
  • Posts clean, validated entries to downstream systems

Apply Payments Received via Lockbox

When a bank receives and posts payments on your behalf, Itemize:

  • Ingests lockbox files and associated remittance documents
  • Enriches bank data with missing or incomplete detail
  • Improves match rates and reduces unapplied cash
  • Provides clear visibility into what’s applied, pending, or unresolved

Same intelligence.  Same automation.  Regardless of how payments enter the organization.

What Itemize Delivers for Finance Teams

Accelerated DSO
Faster, more accurate cash application means cash is visible and usable sooner.

Reduced Unapplied Cash
Line-item intelligence dramatically improves match rates, shrinking exception queues and clean-up work.

Stronger Cash Forecasting
Cleaner, timelier AR data improves confidence in short-term and rolling cash forecasts.

Streamlined AR Operations
Itemize deploys quickly using pre-trained models and proven financial-operations workflows with no long implementation cycles.

Higher Staff Productivity
AR teams spend less time fixing data and more time on collections strategy, customer relationships, and value-added work.

Built for Scale without Adding Headcount

Itemize processes transactions in seconds, not hours, and scales automatically during:

  • Month-end spikes
  • Seasonal volume swings
  • Business growth or acquisitions

As volume increases, automation holds, instead of creating more exceptions and more work.

Built for Scale without Adding Headcount
Designed for Control, Audit, and Trust

Designed for Control, Audit, and Trust

Every automated decision in Itemize is:

  • Traceable to its source data
  • Linked across documents, payments, and entities
  • Fully auditable: who did what, when, and why

Finance leaders gain automation without sacrificing control, and auditors get clean, defensible evidence without manual reconstruction.

Why It Matters to the Office of the CFO

Itemize doesn’t just speed up AR.  It strengthens the entire cash lifecycle.

  • Faster liquidity and improved working capital
  • Predictable, scalable operations
  • Reduced operational risk
  • A finance function that grows without growing cost

This is cash application built for modern finance operations, not legacy AR workflows retrofitted with AI.

Shared Services

Ready to See Cash Application Without the Chaos?

If unapplied cash, manual exceptions, and delayed visibility are holding your AR team back, it’s time for a different approach.

See how Itemize applies cash faster with intelligence you can trust.

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