AI tools are built to predict ranges from patterns. But Warren cases often involve real-world variables that an online calculator can’t fully weigh, such as:
- Where the incident happened (front yard, driveway, apartment complex common areas, or while entering a home)
- Whether the dog was restrained or left unattended
- Whether there were witnesses (neighbors, kids playing outside, passersby)
- How quickly treatment began and how consistently symptoms were documented
- Conflicts in the story—for example, the owner’s version versus what medical records and photos show
The result: two people can enter similar details into an AI calculator and see very different ranges. That doesn’t necessarily mean one tool is “wrong”—it means your outcome is tied to evidence quality and Michigan claim handling.


