Most AI tools generate a range based on generalized patterns. The problem is that Lubbock claim files often turn on details that a calculator can’t reliably “see,” such as:
- How quickly symptoms were documented after an incident (delayed reporting can trigger disputes).
- Whether your medical notes match the type of work you do locally—lifting, repetitive motion, equipment operation, or outdoor labor in heat/wind.
- Your work restrictions and whether they were consistent over time (insurers look for credibility and continuity).
- Wage history that doesn’t match what’s entered into an online form (overtime patterns, differing weekly hours, or shift-based pay).
When these factors don’t line up, AI estimates can look reasonable but still be wrong—sometimes by a lot.


