Flint’s workforce includes many jobs where injuries can be tied to heavy equipment, repetitive tasks, shift-based demands, and safety-critical environments. Those details tend to show up in the evidence—incident reporting, supervisor notes, witness statements, and the consistency of your medical documentation.
AI tools typically can’t see those case-specific pieces. They also generally can’t weigh how Michigan adjusters treat common friction points, such as:
- Gaps between the injury event and the first medical visit (even when the injury is real)
- Inconsistent work restriction notes across visits
- Confusion about what you could do at work versus what you were actually required to do on modified duty
- Disputes over causation when symptoms are similar to pre-existing issues
An estimate may sound reassuring, but it can be misleading if it doesn’t account for what the insurer is likely to argue using your file.


