AI tools can be useful as a starting point, but they can miss details that are common in coastal communities and visitor-heavy areas:
- Timing and reporting gaps (people delay medical care while they “watch it”)
- Unclear witness accounts (busy sidewalks, parks, and waterfront areas)
- Competing interpretations of what happened (walk-by encounters vs. provocation claims)
- Documentation problems (injury descriptions don’t match wound photos or follow-up notes)
In Gig Harbor, bites can happen in residential settings, around marinas, during seasonal tourism, or when people are walking dogs and kids in public spaces. Those circumstances don’t always fit neatly into generic calculator assumptions.


