AP Reconciliation

Structured Data Extraction for Vendor Balance Statements

Transition from manual reconciliation to automated statement parsing. Xtract PDF AI uses document templates and custom schemas to turn recurring PDF statements into clean, spreadsheet-ready datasets for your AP team.

Schema-based data structure
Split-screen review interface
Reusable vendor templates
Clean Excel-ready exports
Template-ready
Reusable layouts for recurring vendors
Review-first
Human-in-the-loop validation workflow
No-code
Setup without engineering intervention

How the workflow works

1

Define your schema

Map the specific headers, dates, and line items required for your internal reconciliation process using our no-code schema builder.

2

Process and review

Upload statements and use the split-screen viewer to verify extracted data against the original PDF side-by-side.

3

Export to Excel

Download your verified data in a structured spreadsheet format designed for immediate use in your financial workflows.

Manual vs structured workflow

Manual process

Transcribing line items from PDF to Excel by hand

Structured workflow

Instant parsing of statements using pre-defined templates

Manual process

Toggling between windows to verify balances

Structured workflow

Side-by-side review with original document and extracted data

Manual process

Inconsistent formatting across different supplier layouts

Structured workflow

Standardized schema output for all recurring vendor statements

Common finance use cases

  • Automating monthly supplier reconciliations
  • Standardizing data from multiple vendor statement formats
  • Identifying discrepancies in outstanding balances
  • Accelerating period-end financial closing

Frequently asked questions

How does Xtract handle different vendor layouts?

You create a reusable template for each recurring vendor. This ensures consistent data extraction even when different suppliers use different document structures and layouts.

Can we review the data before exporting?

The platform includes a split-screen review interface. You can verify every extracted field against the original PDF document side-by-side before finalizing the export.

Can I review vendor balance statements data before exporting?

Yes. The workflow is built around reviewing extracted values before sending the output to Excel.