Build your own document intelligence pipeline

A self-serve API for developers to parse, extract, evaluate, correct, and deploy document AI applications.

IDP Forge

Turn Any PDF, Scan, or Image into Clean, Structured Markdown with the Parse API

Parse reads the layout, tables, and text of every page, detects the language, and ties each piece of text back to its exact position on the page. Get Markdown, typed blocks, and RAG-ready chunks in a single API call.

Parse Turns Documents Built for Eyes into Data Built for AI

PDFs and scans are made for people to look at. They are not structured data. Parse reads a document the way a person would. It finds the regions on each page (text blocks, tables, figures, headers, footers, and formulas), detects the language, and reads the text with OCR, recording where every piece of text sits on the page. Before an LLM or a search index can use a document reliably, it needs exactly this: clean text in reading order, with tables kept intact and every piece of text tied back to its position.

CORE CAPABILITIES / PARSE

Everything You Need to Make a Document Readable by AI

Each sub-stage has its own switch, engine and settings, so you turn on only what you need.

PARSE CAPABILITY

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Highest-Performance Extraction APIs, Flexible Enough for Your Tech Stack

Document type detection
Identify whether a file is a loan document, insurance form, claims document, or another document type, then route it to the appropriate knowledge model.
Format recognition
Recognize the document format and identify every field available for extraction.
Industry-specific routing
Route each document to an API trained for its specific industry and document category.
Large-document splitting
Split files containing more than 2,000 pages while preserving document order and accuracy.
Bundle segmentation
Separate a complete loan file bundle into applications, pay stubs, W-2 forms, bank statements, and other document types.
Intelligent boundary handling
Detect document boundaries, including boundaries that appear mid-page, while preserving the surrounding context.
Automatic labeling
Classify each subdocument and assign the correct document-type label.
Structured output
Organize classified documents into structured outputs for downstream processing.
High-volume processing
Process up to 10,000 pages per day.
Data-driven accuracy
Use field-level confidence scores to measure extraction reliability and identify uncertain values.
Model flexibility
Choose your preferred models and define your own extraction fields, or run multiple models in parallel to improve accuracy.
Continuous improvement
Learn from reviewer corrections and improve future extraction results on similar documents.
Automatic review routing
Send fields below your selected confidence threshold directly to the review queue.
Flexible correction
Correct flagged fields yourself or assign them to specific team members for review.

No Long Onboarding. Build Your Extraction API in 6 Steps

Create a custom extraction model, define the fields you need, configure your preferred LLMs, and start processing documents without waiting through a traditional IDP implementation.

01

Start and choose the right model for each stage

02

Process the document

[Parse, Split, Extract]

03

Route uncertain fields to human review

04

Capture corrections and improve future accuracy

05

Evaluate the new model against the golden data

06

Deploy only when performance improves

Recognised by Leading Industry Analysts

Infrrd Wins Best IDP Innovator 2025 by Deep Analysis

We’re proud to be recognized as the most innovative IDP platform. Dive into the full analyst report to learn why Infrrd leads the future of document automation.

IDC MarketScape Assessment: Worldwide Unstructured IDP Software Vendors, 2024

Infrrd has leveraged AI and LLMs integration across the IDP platform to understand document variations and are able to help business solve unstructured document complexities.

Quadrant SPARK Matrix: Intelligent Document Processing (IDP) Q3 2024

Recognized for exceptional contributions to the IDP market, consistently pushing the envelope with cutting-edge technologies that solve real-world business problems

Infrrd Named a Leader in the Everest Group PEAK Matrix® for IDP 2025

See why Everest Group recognized Infrrd as a top performer in Intelligent Document Processing. Download the report to explore our strengths, capabilities, and what sets us apart.
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IDP Forge

Processing fewer than 10,000 documents?

Build your first pipeline in IDP Forge, make your first API call in under 15 minutes, and start on the free tier.

Processing more than 1M documents?

Get BYOK, private or air-gapped deployment, dedicated support, advanced governance, and volume pricing for production workloads.

Frequently Asked Questions

What is Evaluation Mode?

Evaluation Mode lets you run ground-truth tests against your own labeled data and get back an F1 report, so you can validate accuracy on your actual document types before deploying a pipeline to production — rather than relying only on general benchmark numbers.

Who is IDP Forge for?

Primarily developer teams building document pipelines, RAG systems, or AI agents that need reliable structured output from documents — rather than back-office teams looking for a no-code review-and-approval workstation.

What is IDP Forge?

IDP Forge is a document AI platform built for developers who need to turn unstructured documents — PDFs, scans, forms, contracts — into structured, machine-usable data. It's built around a Parse API (document → structured JSON/markdown) and an Extract API (schema-based field extraction), with additional Split and Classify capabilities for routing mixed document batches.

How is IDP Forge different from a traditional IDP tool?

Traditional IDP platforms are built around human review queues, validation workflows, and case management. IDP Forge is API-first: it's designed to be embedded directly into software and AI pipelines, with a developer-facing evaluation and confidence-scoring layer instead of manual review stations.

What are per-field confidence scores?

IDP Forge returns a confidence score for each extracted field, not just an overall document-level score. This lets you build auto-approval workflows where high-confidence fields pass through automatically and low-confidence fields get flagged for review.

Build your first document AI workflow in minutes.