Rancho Mirage families often contact us after an event where the initial story is still changing—reports are amended, witnesses remember details differently over time, or investigators are waiting on technical results. AI tools generally don’t account for those real-world variables.
Here are common ways an estimate goes off track:
- Fault is contested early. In California, liability often turns on who breached a duty and whether that breach caused the death. If the defense disputes causation or intervening factors, an AI “range” may not reflect the fight that’s coming.
- Local traffic and visibility issues complicate narratives. Glare, road geometry, speeding, distraction, and timing can all become central disputes—especially in high-activity areas where drivers and visitors mix.
- Insurance posture drives timing and value. Even when losses are clear, insurers may delay or resist based on perceived litigation risk and policy limits. A calculator can’t model that negotiation strategy.
Bottom line: an AI calculator may help you organize questions, but it should not be treated as a prediction you can safely rely on.


