An AI-based calculator can be useful for one thing: organizing the facts you’ll need for a real claim. For example, it may prompt you to list:
- when symptoms began (and whether they worsened)
- what treatment you’ve had so far
- how the injury affected work, concentration, sleep, and mood
But AI outputs often miss the way insurers evaluate cases in the real world—especially when injuries are described as “mild” at first or when symptoms overlap with other common conditions.
In Algonquin-area claims, a common problem is delayed documentation. Someone may return to normal activities quickly, then later discover ongoing headaches, memory issues, or difficulty focusing. If the record doesn’t match that timeline, the defense may argue the symptoms aren’t caused by the incident.


