In a lot of Stafford incidents, the dog attack happens close to home: a neighbor’s yard, a shared driveway, a school pickup route, or a family visit. When liability is questioned, insurers may push back on questions like:
- whether the owner had reason to know the dog could be aggressive
- whether the dog was properly restrained
- whether the bite caused the specific injuries documented by your treating provider
- whether your follow-up care supports the severity you’re claiming
AI calculators can’t “see” that proof. They’re built to produce a range based on inputs—yours. When important details are missing or guessed, the output can be misleading.


