In a suburban community like Metuchen, burns frequently occur in everyday settings:
- Home and rental incidents (kitchen grease, malfunctioning appliances, unsafe heating devices)
- Workplace injuries tied to commuting and shift work (hot surfaces, steam, electrical issues, chemical handling)
- Property-related fires where maintenance and safety policies are questioned
When insurers respond, they often focus on whether the injury severity matches the story and whether treatment was timely and consistent. That’s where AI tools fall short. A calculator may estimate potential damages, but it can’t review:
- ER records and wound descriptions
- follow-up treatment plans and prognosis notes
- photographs that track how scarring developed over time
- documentation of functional limitations (including dexterity or mobility issues)


