An AI estimate is most useful as a planning tool—for example, to organize your losses into buckets:
- Medical costs (ER, urgent care, follow-ups)
- Treatment-related expenses (prescriptions, wound care supplies, travel)
- Work impact (missed shifts, reduced earning if you can’t do the same duties)
- Non-economic impact (pain, fear of dogs, emotional distress)
However, online tools can’t reliably account for the details that insurers fight about in real Lino Lakes cases, such as:
- Whether the dog’s aggressive behavior was foreseeable to the owner
- Whether the bite happened in a context that makes causation clearer (or harder)
- Whether medical records match the story and timing
- Whether there are witnesses who can place the incident accurately
If you treat the output as a guaranteed number, you can end up undervaluing your claim.


