AI tools generally work by taking the details you enter—like bite location, treatment, and whether you have scarring—and generating a range. That can be useful for planning, especially when you’re trying to gauge whether a claim is worth pursuing.
But Philadelphia cases often hinge on real-world evidence that calculators can’t reliably model, such as:
- Whether there was an identifiable owner and whether the dog was under control
- How quickly you obtained Pennsylvania medical documentation after the bite
- Photos of injuries taken soon after the incident (important in urban settings where people move on quickly)
- Whether witnesses can describe the dog’s behavior—especially in crowded areas like Center City sidewalks
If an AI tool assumes facts that aren’t supported in your record, the estimate may be too low—or too optimistic.


