AI-based numbers often look precise, but they’re only as accurate as the inputs you provide. Many riders who use a calculator discover later that their estimate didn’t reflect:
- The true severity of soft-tissue and concussion-type injuries. Symptoms may develop after the initial shock.
- The timeline of treatment. In Minnesota, insurers scrutinize whether care was timely and consistent with the reported mechanism of injury.
- Comparative fault arguments. Even a small percentage of fault can reduce recovery.
- Local evidence realities. Some crashes happen in areas with limited lighting or fewer witnesses, which can affect how liability is established.
In other words: the estimate may be a rough “math model,” but settlement value in Alexandria depends on the story your records and evidence can prove.


