AI tools typically work from simplified inputs: bite severity, medical treatment, and the presence of visible scarring. That can be helpful for understanding categories of damages. However, Aurora dog bite disputes often hinge on facts an AI tool can’t “see”—for example:
- Whether the dog’s behavior was known or foreseeable based on prior reports
- Whether the owner’s control or containment failed in a way that’s consistent with the location
- Whether the medical record clearly ties your symptoms to the bite (not just “treatment happened”)
In neighborhoods with dense housing and shared outdoor spaces, insurers may argue that the scenario is unclear or that the injury was not as serious as it appears. If the evidence isn’t strong, your payout can be pushed down—even when your medical care was legitimate.


