Document Classification Helper

Problem It Addresses

Community workers may need to sort documents before a trained person reviews them.

Who It Helps

Nonprofits, legal clinics, small businesses, and students learning legal operations.

Tiny Prototype Idea

Create a classifier for mock documents such as ID proof, lease, notice, receipt, agreement, or correspondence.

Tools Needed

• AI chat tool
• Sample or mock document names
• Spreadsheet
• Category definitions

Step-by-Step Starter Activity

1. Create a list of mock document names.
2. Define simple categories.
3. Ask AI to classify each item.
4. Add confidence and uncertainty notes.
5. Include a human review status column.

Mock/Sample Data Reminder

Use sample filenames or fictional summaries only. Do not upload real IDs, contracts, notices, receipts, or case documents.

Responsible AI Caution

Classification errors can hide important documents. Always include an uncertainty category and human review.

Portfolio Artifact

Create a document classification table with categories, examples, confidence notes, and human review status.

LinkedIn/Public Learning Prompt

I built a mock document classification helper and learned that organizing documents is useful only when uncertainty is visible.

Next Step

Try the Case-Note Organizer to practice structuring messy information.