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Workplace safety · incident intelligence

Classify safety incidents in seconds.

Write an incident narrative and the classifier returns its risk category, model confidence and the controls in play — routing low-confidence calls to a human reviewer before anything is accepted.

20 risk categories RoBERTa fine-tuned Human-in-the-loop
Incident description
Classification result
Run the classifier to see results.
Incident intake
Report an incident
Log a workplace safety incident with a short title and description. Submit it to the register, or submit and classify it straight away to get a risk category and confidence.
New incident
Submission
Submit an incident to see confirmation and, if classified, its risk category.
Incident register
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Workflow
Upload & review
Upload a CSV or Excel file to classify multiple incidents at once , review low-confidence predictions, and manage the retraining queue
Upload incident file
Excel or CSV — needs a WHAT_HAPPENED_ENGLISH column
Analytics
Model performance dashboard
Classification statistics, category distribution, and confidence breakdown
Total records
Safety Risk Category distribution
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