In smaller communities like Pontiac, many exposures connect to familiar settings—workplaces, older buildings, maintenance/renovation projects, and recurring household or facility issues. The common thread is that the story can be fragmented:
- Symptoms appear after a shift, a weekend project, or a maintenance cycle.
- Records are scattered across clinics, employers, and property managers.
- Insurers may focus on “pre-existing” conditions or argue the symptoms have another cause.
AI-supported intake doesn’t replace clinical judgment, but it can help your legal team build a coherent timeline by sorting dates, symptoms, and exposure-related events into a format experts can evaluate.


