AI tools are built from patterns. They can be useful for education, but they’re not a substitute for case-specific analysis. In Oxford, OH, the facts often turn on details like:
- Where the bite happened (a neighbor’s property vs. a public sidewalk vs. a rental property shared by multiple households)
- Whether the incident occurred during a busy commute or event schedule
- How quickly treatment was sought and documented
- Whether there are photos, witness statements, or video
- Whether the dog’s owner had notice of prior aggressive behavior (or whether the defense argues they didn’t)
Because an insurer may dispute causation or the extent of damages, an AI range may be directionally helpful—but it can also lead people to underestimate what the evidence supports.


