Reducto

Agentic document platform for parsing, extraction, splitting, and form filling.

Advanced API
Screenshot of Reducto, Agentic document platform for parsing, extraction, splitting, and form filling

What is Reducto?

Reducto is an image analysis tool. Reducto parses, extracts, splits, and fills documents using its r-1 model, with layout-aware outputs, bounding-box citations, and enterprise-grade compliance for AI pipelines.

Reducto is an agentic document platform built for teams that need to turn messy PDFs, scanned forms, and long reports into clean, structured data. The core of the product is a parsing model called r-1, which reads layout, text, tables, figures, and formatting together in context. It returns document structure with bounding-box citations, so every extracted value can be traced back to its source on the page. The platform also includes dedicated tools for extraction, splitting, and editing, which together cover the common pipeline stages that usually require stitching multiple services. Extract pulls schema-defined fields from documents such as invoices, onboarding forms, and financial disclosures. Split separates multi-document files or long forms into individually useful units using layout-aware heuristics, which removes manual pre-processing. Edit fills in detected blanks, tables, and checkboxes with supplied data, without needing predefined templates or bounding boxes. Additional features include intelligent chunking, figure summarization, graph extraction, automatic page rotation, and embedding optimization, all aimed at making document data ready for downstream language model workflows. Reducto is aimed at AI engineering teams and enterprises in finance, healthcare, insurance, and legal, as well as startups building document-heavy applications. Its public references include Harvey, Scale AI, Vanta, Legora, and JLL, which suggests a strong presence in legal and financial document processing. The platform is positioned as production infrastructure rather than an end-user app, with claims of 99.9%+ uptime, SOC2 and HIPAA compliance, and the option to deploy inside your own environment for strict data residency requirements. Among alternatives, Reducto differentiates by combining parsing, extraction, splitting, and form filling in one platform, with a single model (r-1) replacing multi-tool pipelines. The r-1 model is priced at 1 cent per page, all-in, and is available in preview. Teams that want a managed API for document intelligence with strong table handling and citation-level grounding will find it a close fit; those seeking a lightweight browser tool for occasional PDF conversion may find it heavier than needed.

How do you use Reducto?

  1. 1Open Studio and upload a document
    Go to Reducto Studio and sign in. Upload a PDF or scanned form to start a parsing job with the r-1 model.
    Reducto — Open Studio and upload a document
  2. 2Review parsing output and citations
    Inspect the parsed structure, including tables and figures, and check the bounding-box citations that link each element back to the source page.
  3. 3Define an extraction schema
    Use the Extract tool to specify the fields you need, such as invoice numbers or form entries, and run extraction against your uploaded document.
    Reducto — Define an extraction schema
  4. 4Split multi-document files
    When a file contains several documents, run Split to separate it into individual units using layout-aware heuristics before further processing.
    Reducto — Split multi-document files
  5. 5Fill forms with Edit
    Use Edit to populate detected blanks, checkboxes, and tables with your data. No template or bounding boxes are required.
    Reducto — Fill forms with Edit
  6. 6Move to production
    For deployment at scale, contact Reducto to discuss enterprise support, SLAs, and self-hosted options that fit your security requirements.

Pros and cons

Pros

  • r-1 model handles complex layouts, tables, and figures in a single pass with bounding-box citations.AI
  • Combines parsing, extraction, splitting, and form filling in one platform, reducing pipeline complexity.AI
  • Clear enterprise posture: SOC2 and HIPAA compliance, 99.9%+ uptime claim, and self-hosted deployment option.AI
  • Publicly referenced by notable companies including Harvey, Scale AI, Vanta, Legora, and JLL.AI
  • Pricing for the r-1 model is stated at 1 cent per page, all-in, which is easy to model.AI

Cons

  • The r-1 model is in preview, so production stability and long-term support are not yet proven.AI
  • Pricing beyond the r-1 per-page rate is not detailed on the homepage, leaving total cost unclear for other features.AI
  • The platform is developer-oriented, so non-technical users may need engineering help to integrate.AI
  • Public information on integrations and API specifics is thin, which complicates evaluation for some teams.AI

How much does Reducto cost?

Free trial

A free trial is available through Reducto Studio, where users can try r-1 on their own documents. No trial duration or usage limits are specified on the homepage.

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Pricing

The homepage states that the r-1 parsing model costs 1 cent per page, all-in. No other pricing tiers or plan details are listed on the homepage.

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Support

Enterprise support and SLAs are offered, including hands-on forward deployed support. Security policies are documented separately.

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Features

Core tools include Parse (layout-aware parsing with bounding-box citations), Extract (schema-level structured data), Split (separating multi-document files), and Edit (filling blanks and checkboxes without templates). Additional capabilities include intelligent chunking, figure summarization, graph extraction, automatic page rotation, and embedding optimization.

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Frequently asked questions about Reducto

  • How much does Reducto cost?
    The homepage states that the r-1 parsing model costs 1 cent per page, all-in. No other pricing tiers or plan details are listed on the homepage.
  • Does Reducto offer a free trial?
    A free trial is available through Reducto Studio, where users can try r-1 on their own documents. No trial duration or usage limits are specified on the homepage.
  • Does Reducto have an API?
    Yes, Reducto offers an API.
  • How do you use Reducto?
    The walkthrough on this page covers 6 steps: 1. Open Studio and upload a document 2. Review parsing output and citations 3. Define an extraction schema 4. Split multi-document files 5. Fill forms with Edit 6. Move to production.
  • What platforms does Reducto support?
    Reducto is available on Web App.
  • What are the limitations of Reducto?
    The r-1 model is in preview, so production stability and long-term support are not yet proven. Pricing beyond the r-1 per-page rate is not detailed on the homepage, leaving total cost unclear for other features. The platform is developer-oriented, so non-technical users may need engineering help to integrate.

Status

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Added10/21/2026

Platforms

Web App

Pricing

FreemiumPaid