Evidence is fragmented
Payments, remittances, emails, files, and portal downloads arrive across disconnected channels.
Agentic Lockbox
Better lockbox data without the legacy document stack.
Itemize replaces fragmented legacy tools and software—and the manual work required to hold them together—with one intelligent system for producing accurate, complete, customer-configured, and fully traceable Lockbox data.
Agentic Lockbox productionProcessing
DOCUMENTSLockbox imagesIncluding remittances, invoices, checks, EOBs, forms, and related documents
TRANSACTIONSPayment inputsBank, batch, and deposit metadata
CONFIGURATIONCustomer requirementsFields, rules, schemas, and outputs
ITEMIZEAGENTIC
Lockbox
Lockbox
STRUCTUREDComplete Lockbox recordStandard and specialized fields
VALIDATEDQuality-controlled dataRequirements and tests applied
DELIVEREDConfigured outputSource-linked and downstream ready
AccurateConfigurableFastAuditable
The Operating Reality
Lockbox is not simply payment capture.
The difficult work begins when payment information, remittance detail, customer context, and open receivables do not arrive together—or do not agree.
References are unreliable
Invoice numbers, account identifiers, payer names, and amounts may be incomplete, reformatted, or missing.
One payment can represent many events
Consolidated payments, deductions, partial payments, and adjustments require transaction-level interpretation.
Every customer operates differently
Rules, tolerances, approval requirements, and downstream destinations vary by program and client.
What Itemize Does
One intelligent workflow from evidence intake through validated delivery.
Itemize performs the preparation, reasoning, and resolution work required before licensed financial institutions or their customers complete downstream financial actions.
Collect
Unify payment records, remittance information, documents, correspondence, and connected data.
Relate
Identify relationships among payers, accounts, invoices, deductions, deposits, and receivables.
Resolve
Investigate missing, conflicting, and ambiguous information using financial context and customer policy.
Deliver
Produce validated records, exception treatments, and evidence for downstream systems and teams.
A New Production Model
Lockbox technology was assembled over decades. Itemize starts fresh.
Agentic Lockbox replaces a fragmented production chain with one system that understands lockbox content, applies customer requirements, validates the data, and preserves its source history.
A layered legacy stack
OCR extracts isolated fields
RPA moves data between tools
Workflow queues route uncertainty
People repair gaps and inconsistencies
Audit evidence remains scattered
→
One intelligent production system
Agents read files without templates or customer rules
One system coordinates the work
Customer fields and rules drive production
Validation focuses attention where needed
Every field remains source-linked
High accuracyField-level accuracy controls, built-in quality assurance, and contractual SLAs.
Diverse fieldsLine items, tables, transaction references, parties, dates, addresses, and 100+ structured fields.
Customer configuredFields, rules, schemas, and outputs.
FastResults in seconds, not hours.
AuditableField-level source traceability.
Why Itemize Is Different
Built to automate complex lockbox processing
FINANCIALINTELLIGENCEGRAPH™
Trusted Lockbox data for downstream financial workflows.
Cash ApplicationIntegrated ReceivablesDeposit OperationsWorkflow Processing
Production Complexity
The difficult work Agentic Lockbox is built to handle.
Real receivables operations are dominated by exceptions—not clean, one-payment-to-one-invoice examples.
Remittance arrives separately
Locate and relate remittance evidence received through email, portal, file, or another channel.
One payment covers many invoices
Decompose consolidated activity and connect line-item detail to the correct open receivables.
Payment and invoice amounts differ
Apply tolerances, deductions, credits, and customer rules to determine the appropriate treatment.
Payer and customer names do not align
Reason across aliases, account hierarchies, prior activity, and related transaction evidence.
References point to different records
Evaluate competing evidence and retain the basis for the selected relationship or exception.
No defensible match is available
Route the item with structured context, supporting evidence, and a clear reason for human review.
Transparent Outcomes
Every result carries its evidence.
Itemize retains what was received, what rules were applied, how an exception was resolved, who or what acted, and what was delivered downstream.
LOCKBOX DECISION RECORD● Complete
Payment and remittance sources linkedEvidence
Customer rules and tolerances appliedPolicy
Matching tests and relationships retainedReasoning
Exception and resolution path recordedResolution
Actor, changes, and downstream delivery attributedActivity
Enterprise Fit
Designed for existing lockbox and receivables environments.
Itemize works across the channels, systems, controls, and operating models already used by financial institutions and enterprise finance teams.
Connect the operating environment
Bank and deposit filesPayment platformsERP and receivables systemsEmail and document channelsCustomer portalsMaster and reference data
Improve the work that matters
More usable remittance dataAcross more incoming formats and channels
Fewer unresolved exceptionsWith evidence and context brought together
Faster downstream readinessWithout sacrificing validation or control
Stronger operational evidenceFor review, customer service, and audit
Move Beyond Legacy Lockbox Automation
Upgrade the quality of your Lockbox data.
See how Agentic Lockbox can improve accuracy, field coverage, configurability, speed, and traceability without adding another layer to the existing stack.