Commercial truck collisions tend to escalate quickly—sometimes because of how these crashes happen in local traffic (merge zones, long sight lines on highways, and congestion near shopping corridors). But the bigger issue is that AI estimates usually assume a simplified case.
Here’s what an AI tool typically can’t do reliably:
- Account for Louisiana comparative fault arguments (even if you believe you’re not at fault)
- Reflect disputes over causation—whether your symptoms truly match the crash timeline
- Adjust for missing documentation that insurers often challenge (photos, treatment notes, or work restrictions)
- Capture the impact of trucking-specific proof, like maintenance and inspection records
A number can feel certain, but in real negotiations, the value turns on proof—especially proof that survives scrutiny.


