IDP Forge vs. Landing.ai

IDP Forge extracts accurate data from even the most complex documents, routing each one to the model best suited for the job.

No more stitching together tech stacks to cover single-LLM limitations. Enable multi-model flexibility, or bring your own API key, for traceable extraction, all through one API.

 Try IDP Forge

Top 3 Reasons Why High-Performing Developers Choose Infrrd’s IDP Forge

Built to Process 10M+ Pages a Day

IDP Forge handles large-scale document processing, processing over 10M pages a day, backed by confidence-scored accuracy for every extracted field.

Continuous Learning via Feedback Loop

IDP Forge gets smarter with every extraction. Corrections made to extracted fields feed an automatic feedback loop, allowing the system to learn from its mistakes and continuously improve.

Custom Flexibility with LLM Models: BYOK and API Keys

IDP Forge routes each pipeline stage to the best-fit LLM model instead of settling for one-size-fits-all. Developers can also bring their own LLM provider keys and agreements to keep billing, data terms, and control fully in-house.

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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Data extraction API built to give you the cleanest RAG input

Here’s what Infrrd IDP Forge delivers:

  • A Single API That’s Ten Tools' Worth of Power.

    No more stitching together separate tools for every step. IDP Forge handles Parse, Extract, Split, and Edit, all from one platform.

  • Confidence Scores You Can Actually Trust

    Every extracted field ships with a confidence score, validated across all document types and formats, so accuracy isn't a guess; it's a measurement.

  • Know Exactly Where Your Data Came From

    Every value IDP Forge extracts is fully accountable: page reference, bounding box, confidence score, and field-level provenance, all traced back to the source document.

  • Template-Free Data Extraction

    Templates break the moment a layout changes. IDP Forge doesn't need them — define one schema, and it holds up across even the most complex document variations.

IDP Forge vs. Landing.ai: At a Glance

Feature

IDP Forge

Landing.ai

Data Extraction Accuracy

Field-level confidence scores and source provenance, with automatic page rotation

Field-level confidence scores and source provenance, without automatic page rotation

Source Traceability

Bounding boxes, page-level citations, and every extracted field is traceable back to its exact source location

Bounding boxes, page citations, and confidence scores

AI Model Architecture

Multi-LLM routing with per-stage model selection

Single proprietary model, fully vendor-managed

Custom API Key Integration (BYOK)

BYOK option is available, letting  you route processing through your own account, keeping billing and data terms in-house

No BYOK option; all processing runs through Landing.ai's managed model

Self-Learning Capability

Feedback API and continuous learning module available

Limited  feedback loop or continuous learning

Workflow Completion (Edit API)

Edit API detects and fills blank fields, table cells, checkboxes, and dropdowns to complete the data extraction workflows

No document-completion capability; extraction only

Predeployment Accuracy Testing

Supports ground-truth datasets, field-level accuracy metrics, and model comparison before deployment

No no-code studio or ground-truth evaluation tooling

Enterprise Credibility

Gartner & Everest Group Leader recognition, 12+ patents, 10+ years enterprise deployments

Not currently listed in major analyst reports or patent filings

Throughput Capacity

Built for 10M+ pages/day at scale

No stated throughput capacity

No-Code Studio / UI

Visual Studio for pipeline building and evaluation

Limited no-code tooling; more developer-console driven

Output Formats

LLM-ready Markdown, structured JSON and RAG-optimized chunking

LLM-ready Markdown and structured JSON, no RAG-optimized chunking

Dealing with 2,100 insurance companies, each with multiple versions of their own company-specific forms, called for a powerful and flexible solution. Infrrd is providing a solution that is configured to fit State National’s unique vision for process excellence.

David Crawford

Vice President of Strategy and Innovation

We’re thrilled at the opportunity to empower our users with the capability to leverage state-of-the-art innovations like Infrrd that lead to improved efficiency in QC reviews and, ultimately, enhanced loan quality.

Trevor Gauthier

CEO for ACES

With Infrrd's Intelligent Document Processing, we are able to get the best of both: large volumes with accurate results. The team is always happy to assist and responsive, which makes it a fruitful partnership.

Lee-Ann Watters

Technical Product Owner

Trusted by global enterprises for 95%+ accurate document processing.

RECOGNIZED BY LEADING ANALYSTS

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.