# How much does document data extraction cost?

_The AI Build Index, published by VIZIO AI. Updated 2026-11-04. USD._

Document data extraction typically costs about $1,400. Half of the 423 priced job posts we tracked fall between $250 and $5,000, and one in ten reaches $11,900 or more.

## Key facts

- Typical cost: $1,400, with the middle half of posts between $250 and $5,000.
- That is 44% below the $2,500 median across all AI builds we track.
- Work expected to take under a month has a median of $360, against $24,000 for over six months.
- Fixed-price median $300; hourly estimate median $4,800.
- Hourly rates mostly run from $22 to $45 an hour.
- Most requested skills: Python, Automation and Artificial Intelligence.

## What it includes

Document data extraction reads forms, PDFs, IDs and other files and turns them into structured data, combining OCR with language models so staff no longer retype information.

- Document intake by email, upload or API
- OCR and AI field extraction
- Validation rules
- A review screen for uncertain results
- Export to your system of record

## What drives the cost

Work expected to take under a month has a median of $360, against $24,000 for over six months. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $300, while hourly posts work out at $4,800 on our estimate: 16 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.

| Expected length | Median cost | Priced posts |
| --- | --- | --- |
| Under 1 month | $360 | 149 |
| 1 to 3 months | $3,200 | 234 |
| 3 to 6 months | $10,800 | 19 |
| Over 6 months | $24,000 | 21 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | $220 | 14 |
| Intermediate | $1,000 | 229 |
| Expert | $2,250 | 180 |

- How many document layouts are in scope
- Scan quality and handwriting
- Accuracy targets, which decide how much review is needed

## Skills and rates

The skills named most often in these posts are Python (54%), Automation (24%), Artificial Intelligence (21%) and Data Extraction (18%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.

Hourly posts for this work typically offer $22 to $45 an hour, the middle half of posted rates. The median top of the range is $40 an hour across 204 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

42% of posts ask for expert-level talent. Buyers are most often based in the United States and India, with 45% in the United States. Among posts that state a company size, 93% come from companies of up to 10 people. A typical post draws about 15 applicants.

## What to check before you commit

- Test on your worst real documents, not samples
- Agree an accuracy target per field
- Check how sensitive documents are stored and processed

## Frequently asked questions

### How much does document data extraction cost?

Document data extraction typically costs about $1,400. Half of the 423 priced job posts we tracked fall between $250 and $5,000, and one in ten reaches $11,900 or more. That is 44% below the $2,500 median across all AI builds we track.

### How long does document data extraction take?

39% of posts expect the work done in under a month, 53% in one to three months and 8% over a longer stretch. Work expected to take under a month has a median of $360, against $24,000 for over six months.

### Why do estimates vary so much?

Fixed-price posts state a median of $300, while hourly posts work out at $4,800 on our estimate: 16 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how many document layouts are in scope and scan quality and handwriting move the price the most.

### What hourly rate should I expect?

Most hourly posts offer $22 to $45 an hour, with a median top rate of $40. Agencies and in-house specialists usually charge more than the open freelance market.

### What skills does this work need?

Posts most often ask for Python, Automation, Artificial Intelligence and Data Extraction.

### Do I need an expert?

Posts asking for expert-level talent have a median of $2,250, 2.3 times the $1,000 for intermediate talent. 42% of posts ask for experts.

### Where do these numbers come from?

From 423 public job posts published between December 2025 and November 2026: 219 fixed budgets as stated and 204 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.

## Source

The AI Build Index. "Document data extraction: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/document-data-extraction

Method: https://aibuildindex.com/methodology