An AI estimate is usually built on patterns from past cases—not your exact medical proof, wage history, and procedural posture.
In Garfield, common friction points can include:
- Inconsistent reporting timelines after a shift-related injury (especially when people try to “push through” at first).
- Work restriction gaps—for example, a doctor note that doesn’t clearly translate into specific limitations the employer can accommodate.
- Second-guessing of causation when symptoms develop after the incident, such as back, neck, or shoulder pain that worsens over days.
- Wage documentation questions where hours, overtime, or shift changes affect how lost income is calculated.
That’s why a calculator can’t reliably predict what the insurer will accept, contest, or negotiate.


