Parse(k) - Document Parser

Plan Extraction Results

Review the extracted data below. Certified values are verified from the source document.

Trust Level

100% or Silent

Waiting for PDF upload and analysis...

Analyzing document...

âª Saving you hours of manual data entry

Export Options

Certified values only

📖 How to Use Parse(k)

🎯 What is Parse(k)?

Parse(k) is an AI-powered tool that automatically extracts structured data from 401(k) documents including adoption agreements, recordkeeper proposals, and fee schedules. Upload a PDF and get structured data in seconds—no manual data entry required.

            🔒 Trust Contract: If Parse(k) returns a value, it's certified correct. You don't need to double-check. Empty fields mean we couldn't verify with 100% certainty.
          

📋 How to Extract Plan Data

Step 1: Select your preferred LLM model (GPT-5.2 recommended)
Step 2: Click the upload area and select your PDF document
Step 3: Wait for the extraction to complete
Step 4: Review certified values and click "Source" to see evidence

âœ… Understanding Status Badges

CERTIFIED

Value verified directly from document text. Safe to use without review.

AMBIGUOUS

Document uses unclear language like "may provide" or "at discretion".

CONFLICT

Multiple conflicting provisions found. Requires manual review.

SILENT

Document doesn't address this provision at all.

💡 Pro Tip: Click the "Source" button on any certified field to see the exact document text that supports the extracted value.

âœ¨ What's New

🔒 Certification System

Every extracted value now comes with a certification status. If Parse(k) returns a value, you can trust it's correct—no double-checking needed.

            100% Correct or Silent: We'd rather leave a field blank than give you uncertain data.
          

📋 Source Evidence

Click the "Source" button on any certified field to see exactly where in the document we found that information, including page number and verbatim quote.

📊 Coverage Bar

The new coverage bar shows at a glance how many fields were certified, need review, or are silent. Track extraction quality instantly.

Coming Soon: Batch processing, custom field mapping, and integration with your existing TPA workflows.