Getting Started

Parse Sandbox

A shared trial environment for evaluating Pivotly Parse before you go live. Read the guidelines below before uploading your first document.

Please read before you begin. Following these guidelines is the fastest way to get accurate results.

How it works

Three steps from document upload to extracted insights.

1

Upload your document

Upload a PDF. Keep files under 500 pages for best performance. Split large documents into focused sections if needed, such as scope, schedules, pricing, and trades.

2

Extract text

Select the correct page range and run text extraction. Status updates appear at every step so you always know where you are in the process.

3

Analyze or ask questions

Run AI analysis on the extracted content, or use AI Chat to ask questions directly. No re-run required once text is extracted.

Status updates are shown at every step. If a process takes longer than expected, check the status indicator before re-submitting.

Four things to know before you start

These rules exist to help you get the most out of your evaluation time.

01

Keep documents under 500 pages

Large documents slow processing in the shared environment. If your document is longer, split it into focused sections before uploading.
  • Scope section
  • Schedules
  • Pricing and quantities
  • Trades and specs
02

This is a shared environment

Other customers use the sandbox at the same time. This is expected behavior, not a bug.
  • Processing speed may vary
  • Delays can happen during peak usage
  • Do not benchmark performance here
03

Your data is always private

The shared environment refers to compute resources only. Your files and results are never visible to other customers.
  • No customer sees another's files
  • No customer sees another's results
  • Only system resources are shared
04

Sandbox is not production

Production and private Parse environments are significantly faster. The sandbox is built for evaluation and feature testing, not performance benchmarking. Speed in production will be materially better.

What you can do in the sandbox

All core Parse features are available for your evaluation.

Upload PDFs and extract structured text

Identify scope items, dates, and deliverables

Extract and analyze financial terms

Flag missing or unclear information

View results linked back to source pages

Ask questions with AI Chat, no re-run required

About the AI used in this environment

The sandbox and production environments run on different AI models.

Sandbox

Older model

The sandbox runs on an earlier generation AI model. We use this to keep the shared trial environment cost-effective and accessible. For most evaluation purposes it performs well, but it may produce less precise results on complex or ambiguous documents compared to the current model.

  • Sufficient for testing core extraction workflows
  • May be less accurate on dense or non-standard documents
  • Not representative of production AI performance
Production

Latest model

Private production environments run on the latest available AI model. This means higher accuracy on complex documents, better handling of ambiguous language, and more consistent structured output across your real project files.

  • Latest model, updated as improvements are released
  • Higher accuracy on complex commercial documents
  • Available in your own private Parse environment

Interested in a private environment with the latest model? Reach out to your Pivotly contact to discuss options.

Wanna join the sandbox?

Reach out to us, pick the RFP nobody wants to touch and let's extract and analyze it all for you.

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