AI tools typically work by taking your inputs—like injury date, body part, treatment, and time missed—and producing a projected range based on patterns. That can feel helpful when you’re trying to answer the question, “What is my case worth?”
The problem is that settlement value in workers’ comp is rarely driven by a single factor. In Clarkston, adjusters often scrutinize the same themes:
- Whether the injury story matches the medical timeline (and whether there are gaps)
- Whether work restrictions are detailed enough to prove loss of earning capacity
- Whether wage information reflects your actual schedule (overtime, rotating shifts, or variable hours)
- Whether the condition is clearly tied to the work event, not just “something that happened around the same time”
A generic estimate can’t reliably account for those proof points—especially when your records contain inconsistencies that are common in fast-moving claims.


