Many Pekin claims involve injuries that happen in real-world conditions—tight workspaces, fast-paced production lines, outdoor loading/unloading, or job duties that require repeated bending, lifting, or climbing. When an AI calculator asks you to type in simplified details, it can miss the nuance that adjusters look for.
Common mismatches that can make an AI estimate too low or misleading include:
- Your actual restrictions vs. the summary you enter (e.g., “light duty” is not the same as documented limits on lifting, pushing/pulling, or standing)
- Gaps in treatment due to scheduling delays—something that can happen even when you’re trying to comply with care plans
- Wage details that don’t match the simplified inputs (shift premiums, overtime patterns, or inconsistent hours)
- Conflicts in incident reporting—for example, differences between what was reported initially and what becomes clear after medical evaluation
AI output can’t reconcile those gaps for you. Your file has to do that.


