Process complex content without rigid templates.
Handle invoices, remittances, checks, statements, forms, correspondence, claims, EOBs, purchase documents, and other structured or unstructured business content across varying layouts and formats.
Agentic Document Processing
Turn complex documents into structured, actionable data.
Itemize captures, classifies, extracts, validates, and enriches complex business documents with line-item precision, then delivers clean data and source evidence into your systems, workflows, and AI agents. Use it as a standalone intelligent document processing layer or embed it directly through APIs and batch interfaces.
Documents & Data InStructured Intelligence Out
PDFs
Images
Email & Attachments
Spreadsheets
Scans
APIs
↓
Document content → Validated Data
CaptureClassifyExtractVerifyEnrichStructureValidateDeliver
↓
Structured Data
Evidence & Confidence
APIs & Files
Workflows & Agents
Beyond Traditional IDP
Traditional IDP extracts fields. Itemize prepares data for downstream action.
01IngestReceive documents and files from any supported channel.
02ClassifyIdentify document type, purpose, and required handling.
03SeparateSplit and organize multi-document files and packages.
04ExtractCapture required fields and line-item detail.
05ValidateCheck data against rules, relationships, and source evidence.
06EnrichAdd normalized entities, financial context, and derived intelligence.
07StructureMap results into customer-specific schemas and outputs.
08DeliverSend clean data and evidence to systems, workflows, or agents.
Capture the detail downstream finance workflows actually need.
Extract and normalize headers, tables, line items, totals, identifiers, dates, terms, and relationships while preserving the source evidence behind every result.
Configure outputs around your data requirements and rules.
Apply customer-specific document types, schemas, validation rules, confidence thresholds, normalization logic, and downstream delivery requirements without rebuilding the underlying platform.
From Capture to Intelligence
Documents are the entry point — not the end state.
Itemize can stop at clean structured output when that is what your application needs, or carry the same data and evidence forward into matching, reconciliation, coding, screening, exception resolution, and other agentic finance workflows.
Business Outcomes
Make document processing faster, cleaner, and easier to scale.
Agentic Document Processing turns high-volume, variable business documents into validated structured data while reducing manual work and improving downstream readiness.
Reduce manual data entry
Automatically classify documents and capture required data without relying on operators to key, reformat, or normalize routine content.
Fewer Manual TouchesImprove data quality
Validate extracted values against document evidence, financial context, and customer rules before delivering them downstream.
Cleaner Structured DataAccelerate downstream processing
Deliver normalized, validated information quickly so applications, workflows, and AI agents can begin the next step sooner.
Faster Time to ActionScale document operations
Support growing document volumes, formats, customer requirements, and use cases without proportional increases in processing headcount.
More Capacity, Less OverheadWhy Itemize Is Different
IDP built for financial intelligence — not just field extraction.
ItemizeAgenticFinanceOperations
Traceability
Implementation & Integration
Use it as a standalone service or embed it into your product and workflows.
Connect
Ingest through APIs, batch files, email, uploads, shared storage, and other existing document channels.
Configure
Define document classes, extraction schemas, validation logic, confidence thresholds, and output requirements for each use case or customer.
Operate
Monitor throughput, confidence, exceptions, connectivity, and production performance with full source evidence and traceability.
Scale
Launch quickly, add new document types and customers progressively, and expand without redesigning the processing layer.
Agentic Document Processing