AI tools usually work like this: they ask for a few facts, then output a generic range based on averages. In Shreveport, the gap between an estimate and reality is often driven by issues that calculators can’t “see,” such as:
- Disputed fault after crashes (for example, whether a driver was speeding, impaired, distracted, or failed to yield)
- Late or incomplete documentation from the days after the incident (medical records, employment verification, investigative reports)
- Causation questions—especially when the decedent had pre-existing conditions or complications after the initial injury
- Insurance posture—some adjusters focus on policy coverage and litigation risk, not just losses
An AI estimate can be a starting point for organizing questions. It can’t review incident reports, reconstruct events, or weigh how Louisiana fact-finders typically evaluate credibility.


