A Production-Ready Document Extraction API for Software Vendors

Turn documents into structured JSON without building or operating the infrastructure.

We provide an API that software vendors embed into their products to extract structured data from documents at scale. You send documents, we return normalized JSON—reliably and at predictable cost—so your team can focus on your core product instead of document infrastructure.

$3,000 / month for up to 100,000 document extractions

Talk to Us How It Works

From chaos to structure: Documents flow into the API and become predictable, structured data. Build vs Buy comparison showing $3,000/month pricing.

Built for Vendors Shipping Document-Driven Features

SaaS platforms ingesting customer documents
Vendors adding document intelligence as a paid feature
Teams that want structured data, not raw text
Products that need predictable costs and operational reliability

This is not a developer toy or a general-purpose AI API. It is designed for vendors embedding document extraction into production products.

Example Document Types

Extract structured data from complex financial documents. Map the returned JSON directly into your software.

📊 Investment Statements

📋 Tax Returns

🛡️ Insurance Policies

🏠 Mortgage Statements

Send a PDF, receive structured JSON with extracted fields ready for your application.

Example API Response — 401(k) Statement

{
  "document_type": "401k_statement",
  "provider": "Fidelity Investments",
  "account_number": "****-7842",
  "statement_date": "2024-12-31",
  "total_balance": 125550.00,
  "holdings": [
    {
      "fund_name": "Fidelity 500 Index Fund",
      "ticker": "FXAIX",
      "shares": 198.45,
      "balance": 37665.00
    },
    {
      "fund_name": "Fidelity Growth Company Fund",
      "ticker": "FDGRX",
      "shares": 112.30,
      "balance": 31387.50
    },
    {
      "fund_name": "Fidelity Total Bond Fund",
      "ticker": "FTBFX",
      "shares": 1842.15,
      "balance": 25110.00
    },
    {
      "fund_name": "Fidelity International Index Fund",
      "ticker": "FSPSX",
      "shares": 378.20,
      "balance": 18832.50
    },
    {
      "fund_name": "Fidelity Mid Cap Index Fund",
      "ticker": "FSMDX",
      "shares": 421.55,
      "balance": 12555.00
    }
  ]
}

You Can Build This Yourself. Most Teams Shouldn't.

Document extraction looks straightforward at first. In practice, it becomes permanent infrastructure that requires ongoing engineering, monitoring, and iteration.

Building In-House Means

Maintaining parsers as formats change
Handling retries, failures, and edge cases
Scaling for unpredictable document spikes
Supporting customers when extraction fails
Owning this system indefinitely

Using an API Means

Ship document features immediately
Offload scaling and operational complexity
Fixed, predictable monthly cost
Engineering focus stays on your core product

This is infrastructure work. For most vendors, it is not where differentiation should live.

How the API Works

Your system sends a document to the API

The document is parsed and processed

Extraction runs with retries and failure handling

You receive structured JSON in the API response

Results are ready to be mapped into your product

The API is designed for high-volume, production workloads. Send a document, get structured JSON back.

API workflow: 1. Ingestion - documents uploaded, 2. Processing - extraction and parsing, 3. Output & Delivery - structured JSON returned, 4. Integration - ready-to-use data in your product.

Structured JSON You Can Depend On

Output is normalized JSON, not raw text
Designed to map cleanly into downstream systems
Schema stability is a priority
New fields are additive, not breaking

The goal is not to guess your business logic, but to give you consistent, structured data that your systems can reliably consume.

Simple, Predictable Pricing

$3,000

per month — includes up to 100,000 document extractions

API access
Structured JSON output
Production-grade queueing and retries
Support for vendor integrations

Higher-volume plans and enterprise options are available. Pricing is designed to stay predictable as you scale.