Reducto

Learn how to connect Reducto to JetAdmin to parse documents, extract structured data, classify files, and build document-processing workflows powered by AI.

Reducto is an AI-powered document processing platform that helps organizations transform unstructured documents into structured, usable data. It can classify documents, parse complex layouts, extract fields, split multi-document files, and edit documents programmatically. Reducto is designed for AI workflows, document automation, and Retrieval-Augmented Generation (RAG) applications.

Connecting Reducto

To connect your Reducto account:

1. Open the Data tab from the left sidebar.

2. Click Add Resource.

3. Select Reducto from the list of available resources.

4. Authenticate your Reducto account.

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Once connected, the Reducto resource becomes available anywhere JetAdmin supports external resources.

What can it do?

The Reducto integration gives JetAdmin access to advanced document processing capabilities.

From JetAdmin, you can:

• Upload documents for processing

• Classify documents by type

• Parse documents into structured content

• Extract specific fields into JSON

• Split large documents into logical sections

• Edit supported documents programmatically

• Use document data inside AI Agents and workflows

Reducto supports a wide range of document types including PDFs, images, spreadsheets, presentations, and scanned documents.

Where to use it?

Reducto is most useful whenever your application needs document understanding, data extraction, or AI-ready document processing.

You can use it in:

JetAdmin feature	Common use cases
AI Agents	Analyze documents, answer questions from files, extract structured information
Workflows	Automate document processing, route files, extract business data, process uploads
Internal tools	Build document review tools, contract analyzers, invoice processors, or knowledge systems

Typical business use cases include:

• Invoice processing

• Contract analysis

• Document classification

• Data extraction

• Knowledge base ingestion

• RAG pipelines

• Financial document processing

• Customer onboarding workflows

Available tools (Actions)

Action	Description
Upload File	Upload a document for processing by Reducto.
Classify Document	Categorize documents into predefined document types.
Parse Document	Convert documents into structured, AI-ready content including text, tables, and layout information.
Extract Data	Extract specific fields and return structured JSON based on a defined schema.
Split Document	Divide large documents into logical sections or separate documents.
Edit Document	Modify supported documents programmatically using instructions or structured inputs.

Example prompts for AI Agents

Extract invoice data

Upload this invoice to Reducto and extract the invoice number, vendor name, invoice date, and total amount.

Classify uploaded files

Classify all uploaded documents as invoices, contracts, bank statements, or tax documents.

Parse a contract

Parse this contract and summarize the key obligations, renewal terms, and termination clauses.

Build structured JSON

Extract customer information, billing details, and payment terms from this document and return them as structured JSON.

Split a document package

Split this 150-page PDF into separate documents based on document type and provide the page ranges for each section.

Process onboarding documents

Analyze the uploaded onboarding package and extract all customer details required for CRM creation.

Example

This example demonstrates how an AI Agent can process an uploaded document with Reducto and extract structured information.

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💡 Recommended use case

A great demo for this integration is an Invoice Processing Agent:

• Upload an invoice PDF

• Classify it automatically

• Extract invoice fields

• Return structured JSON

• Create a record in your database

This showcases nearly every Reducto capability in a single workflow.