AI tools typically work from simplified patterns: diagnosis, time off, and broad injury categories. That can miss the way many Burlingame cases unfold—especially when work impacts are tied to daily schedules.
For example, workers in the Peninsula area may have:
- Shift-based income (including overtime or inconsistent hours)
- Commute-dependent attendance that affects how quickly treatment is pursued
- Temporary restrictions that change month to month as doctors reassess function
- Workplace documentation gaps when HR responds slowly or uses informal communications
When those factors aren’t captured accurately, an AI range can come back too low—or worse, it can encourage you to accept an offer before your file tells the full story.


