AI tools can sometimes be helpful as a first-pass reality check. In workplace injury files, insurers often look at patterns such as:
- Whether treatment was consistent (regular follow-ups tend to be easier to explain than gaps)
- Whether work restrictions were documented by a treating provider
- Whether wage impact can be shown with payroll records
- Whether the claim reached a stable point (for example, after maximum medical improvement opinions)
If your situation lines up with common patterns, an AI estimate may feel “in the ballpark.”
In Columbia, that matters because many injuries occur in fast-paced, commuting-heavy environments—plant work, warehouses, construction sites, and service roles—where people may feel pressure to “push through” symptoms. When treatment or restrictions aren’t recorded clearly early on, later settlement discussions can become harder.


