Zero setup, zero training
No templates, no labeled data, no schema files. Drop the document in and Docusift returns clean structured data.
Expense Reports extraction
Extract Expense lines from Expense Reports
Pull every expense lines value out of any expense reports — including scans and multi-page variants — into clean structured JSON. Each value carries a confidence score and a citation back to its source pixel.
Pulling expense lines out of an expense report by hand is slow, and it is exactly where a mistake slips through. An expense report bundles a dozen receipts into one document — each line with a date, category, merchant, and amount plus attached receipt images — and finance has to check every line against policy before reimbursing, a slow line-by-line read.
Docusift reads the employee, report period, and every expense line with its date, category, merchant, and amount into structured rows that reconcile against policy and the attached receipts, so reimbursement review starts from clean data.
Each extracted value ships with a per-field confidence score and a citation back to the exact spot on the page it was read from, so low-confidence expense lines route to review automatically — and the clean data pushes to Google Sheets, a webhook, QuickBooks, or Xero.
| Date | Category | Merchant | Amount |
|---|---|---|---|
| 2026-04-03 | Airfare | Delta Air Lines | 412.00 |
| 2026-04-03 | Lodging | Marriott | 268.40 |
| 2026-04-04 | Meals | Blue Bottle Coffee | 14.32 |
Example structured output
{
"document_type": "expense_report",
"employee": { "name": "J. Rivera", "employee_id": "E-1180" },
"period": "2026-04-01 to 2026-04-30",
"expenses": [
{ "date": "2026-04-03", "category": "Airfare", "merchant": "Delta Air Lines", "amount": 412.00 },
{ "date": "2026-04-03", "category": "Lodging", "merchant": "Marriott", "amount": 268.40 }
],
"reimbursable_total": 694.72,
"confidence": 0.97
}Why teams choose Docusift
A confidence score on every field
Every value ships with a confidence score and a citation back to the source pixel in the original document, so low-confidence fields route to review instead of landing unchecked.
Fast turnaround
Seconds per document, not minutes. Built for production pipelines, not batch jobs.
Privacy first
Workspace-isolated processing, encrypted in transit and at rest, and one-click data deletion.
Frequently asked questions
How do I extract expense lines from expense reports?
Upload the expense reports to Docusift via the dashboard, the REST API, or by emailing it to your workspace inbox. Docusift returns structured JSON with every expense lines value, its confidence score, and a citation back to the source pixel — typically in under a second per page.
What is the best way to pull expense lines from expense reports automatically?
The best way is a tool that reads layouts visually rather than matching templates. Template tools break when a vendor changes their format; Docusift parses each expense report from scratch, so it works on multi-page, multi-currency, and scanned variants without per-vendor configuration.
Does it work on scanned expense reports?
Yes. OCR, layout analysis, and field extraction run in a single pass, so scans, mobile photos, and native PDFs use the same endpoint and reach the same accuracy bar.
Can I push the extracted expense lines into my own system?
Yes. Receive structured JSON via REST, hit a webhook, or sync directly into Google Sheets, your data warehouse, or your accounting tool.
How accurate is Docusift at extracting expense lines?
Docusift reads each expense report visually rather than matching a template, and every extracted value ships with a per-field confidence score and a citation back to the source pixel — so low-confidence expense lines route to human review automatically instead of landing unchecked.
Do I need to train a model first?
No. Docusift recognizes hundreds of document types out of the box. Custom fields are configured with a single sentence — no labeled training data required.
How is pricing calculated?
Pay per page processed. There is a free tier for evaluation and volume discounts for production workloads. No seat fees.
Can Docusift handle scanned or photographed documents?
Yes. The pipeline runs OCR + layout analysis + extraction in one pass, so scans, mobile photos, and native PDFs all flow through the same endpoint.
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