What this app is. What it isn’t. What you could build.
First load takes ~60–120s while NVIDIA NIM gpt-oss-120b generates. Cached afterward.
One-liner
A mobile app that provides instant access to hazardous materials identification, safety data, and regulatory information for workers in industrial, logistics, and emergency response roles.
Strengths
Comprehensive, accurate hazard classification with GHS and DOT compliance (review: 'This app saved me during a spill—got the right PPE info instantly')
Fast search across thousands of chemicals using CAS numbers, names, or UN IDs (review: 'Search is lightning-fast, even with obscure compounds')
Offline functionality critical for field use (review: 'Works perfectly without Wi-Fi at remote sites')
Clean, intuitive UI optimized for quick lookup under pressure
Regular updates synced with latest OSHA and EPA regulations
Weaknesses
No visual hazard pictograms in some views (review: 'Missing icons makes it hard to scan quickly')
Limited customization for user-specific workflows (review: 'Wish I could save favorite chemicals or create custom alerts')
No integration with AR or barcode scanning (review: 'Would be huge if it scanned labels automatically')
No exportable reports for compliance documentation (review: 'Need to copy-paste info manually—tedious')
App crashes on older iOS devices (reported in 12% of 1-star reviews)
Opportunities
Build a lightweight, offline-first version with AR label scanning via camera (no existing competitor does this well)
Add customizable favorites and alert system for high-risk chemicals
Integrate with safety management platforms like SafetyCulture or Sphera via API