AI tools typically work by asking a set of questions and generating a range based on generalized assumptions. That can be helpful—but it often misses the realities that show up in East Bay trucking incidents, such as:
- Delayed symptom reporting (common when injuries flare after adrenaline fades)
- Causation disputes (insurers claiming pre-existing conditions or unrelated incidents explain your symptoms)
- Multiple responsible parties (driver + employer + maintenance contractors + sometimes cargo or equipment issues)
- Documentation gaps (missing imaging reports, incomplete discharge summaries, or inconsistent work restriction notes)
In other words, the number the tool produces is only as accurate as the facts you can prove. And in California, proof and timing strongly influence what insurers offer and how negotiations move.


