Skip to main content
This section explains the standard workflow creation flow. You can create workflows:
  • From scratch
  • From document templates

Creating a workflow from scratch

The easiest way to start is from the home. On the home screen, you’ll find a text box similar to a chat interface. Here, you can:
  • Describe the type of document you want to parse
  • Explain what you want to extract
  • Upload documents
You can upload documents by:
  • Dragging and dropping
  • Clicking Add document
Our recommendation: Upload both a description and a document. This gives the best starting point.
Once ready, send the prompt to start the creation process. Creating a workflow from the home screen

The workflow lifecycle

Every workflow goes through three steps:
1

Define

Define what data you want to extract
2

Refine

Check and improve quality
3

Publish

Make the workflow available for use at scale
You always move in this order. From Define to Refine

Step 1: Define

This is where you define what data you want.

The workspace layout

During definition, the screen is split into two areas:

Document viewer (left)

  • Displays the uploaded document
  • Shows one document at a time
  • Supports multi-page documents
You can scroll through pages, switch pages, zoom in/out, and search within the document.

Fields panel (right)

  • Add fields manually
  • Ask AI to suggest fields
  • Edit existing fields
Each field has a name, a type, and instructions.

AI suggestions

Suggestions are generated based on:
  • The prompt
  • The document
  • Or both
You can:
  • Add suggested fields
  • Edit them later
  • Ignore them completely
Suggestions are optional helpers.

Adding fields manually

To add a field:
  1. Click New field
  2. Choose:
    • Field name
    • Field type (see Field types)
    • Instructions (or let AI generate them from the name)
You can also:
  • Duplicate fields
  • Delete fields (from the three-dot menu on the field card)
Creating a field Editing or deleting a field

Special field types

For some field types:
  • Select / Multiselect - define option names and descriptions
  • Object (Subtable) - define subfields
When editing a field:
  • Click the field
  • View its properties in the card preview
  • See options or subfields directly

Before moving on

Before continuing:
  • Make sure all fields are saved
  • You can edit fields later, but saving now avoids issues

Step 2: Refine

This step is about checking and improving quality.

Running the workflow

  • Processing runs automatically
  • It may take a few moments to complete

Reviewing results

You can review results using:
  • The document view
  • The Markdown representation
Markdown helps verify that parsing worked correctly.

Visual grounding

Each extracted field is linked to its location in the document:
  • Highlighted in a single color in the document viewer
  • Clicking a field highlights it in the document — and clicking an area in the document highlights the corresponding field
This helps you understand where values came from.

Step 3: Publish

Once you’ve reviewed the results and they look correct:
  • You can publish the workflow
After publishing:
  • Upload additional documents
  • Apply the workflow at scale
  • Start generating data
Publishing a workflow

After publishing

Published workflows:
  • Appear in the home
  • Appear in the Workflows section
  • Can be reused and run multiple times

What’s next?

Running Workflows

Learn how to run workflows on documents

Validation & Review

Review and validate extracted data at scale