AI calculators typically work from simplified inputs (injury type, date of injury, time off work, treatment history). That can produce a number that looks reasonable at first glance.
But workplace injury claims in Pennsylvania don’t resolve on “injury alone.” In New Kensington, where many workers are employed in industrial, logistics, construction, healthcare, and service roles, insurers frequently focus on whether the evidence supports:
- Functional limitations (what you can and cannot do right now)
- Causation (whether the work event caused the condition)
- Credibility and consistency (how your timeline matches the paperwork)
- Whether disability is supported over time
An AI tool can’t review the specific medical narrative your treating providers created, nor can it anticipate how an adjuster will interpret conflicts in the record.


