Zero setup, zero training
No templates, no labeled data, no schema files. Drop the document in and Docusift returns clean structured data.
1040 Tax Returns extraction
Extract Income figures from 1040 Tax Returns
Pull every income figures value out of any 1040 tax returns — 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 income figures out of a 1040 tax return by hand is slow, and it is exactly where a mistake slips through. A 1040 return and its schedules spread income, adjustments, deductions, credits, and total tax across numbered lines that shift between tax years, and a lender spreading a borrower needs the AGI, total income, and total tax pulled from exactly the right lines.
Docusift maps the 1040 line numbers to their labels for the filing year, pulls filing status, total income, AGI, taxable income, and total tax into structured fields, and flags a low-confidence line for review — so an analyst spreads the return instead of transcribing it.
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 income figures route to review automatically — and the clean data pushes to Google Sheets, a webhook, QuickBooks, or Xero.
| Line | Label | Amount |
|---|---|---|
| 1a | Wages | 84,200.00 |
| 9 | Total income | 91,540.00 |
| 11 | Adjusted gross income | 89,140.00 |
| 22 | Total tax | 12,410.00 |
Example structured output
{
"document_type": "form_1040",
"tax_year": 2025,
"filing_status": "single",
"total_income": 91540.00,
"adjusted_gross_income": 89140.00,
"taxable_income": 75290.00,
"total_tax": 12410.00,
"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 income figures from 1040 tax returns?
Upload the 1040 tax returns to Docusift via the dashboard, the REST API, or by emailing it to your workspace inbox. Docusift returns structured JSON with every income figures 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 income figures from 1040 tax returns 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 1040 tax return from scratch, so it works on multi-page, multi-currency, and scanned variants without per-vendor configuration.
Does it work on scanned 1040 tax returns?
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 income figures 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 income figures?
Docusift reads each 1040 tax return 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 income figures 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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