Damage Code Classifier

Classify defect and damage descriptions into standardised damage codes using keyword NLP

Sample data — import your own data to get started Template
Select a CSV or TXT file to upload

Paste CSV data directly — useful when file uploads are blocked by corporate proxy (Zscaler, etc.)

Paste a JSON array of objects. Keys become column headers.

Publish your Google Sheet first: File → Share → Publish to web → CSV, then paste the URL below. You can also paste a normal edit URL and we'll try to convert it.

Damage Code Configuration

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Damage / Defect Description

Classifying...

Try a sample

Enter a description and click Classify Damage

Results show primary and secondary damage codes, confidence, matched keywords, and reasoning

Batch Damage Classification

Upload a CSV with a description column.

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Sample Damage Code Demo

See how the classifier handles various damage scenarios — no upload needed.

Classifying samples...