Many people in Wixom work in settings where schedules can be tight—shifts, overtime, seasonal production demands, and commuting from nearby communities. When your claim is built around that reality, an AI tool may undervalue your case if it assumes a generic work pattern.
Common reasons AI ranges come in low:
- Wage loss isn’t documented the way Michigan insurers expect. If overtime, differentials, or irregular schedules aren’t captured in payroll records, the estimate can miss real earning impact.
- Your medical timeline may not match the tool’s assumptions. If your symptoms worsened later, improved briefly, or required additional follow-up, a calculator that assumes a “typical” course may miss the turning points.
- Work restrictions matter more than “pain reports.” In Michigan workers’ comp disputes, the practical question is what you could do and what you were limited from doing—not only what you felt.
Instead of treating AI output as a prediction, treat it as a prompt: What evidence is the insurer going to look for, and what’s missing from your file?


