AI tools typically work by taking the limited inputs you provide (injury type, date, treatment, time missed) and matching them to generalized patterns.
In Vandalia (and across Ohio), that’s where problems begin:
- Ohio treatment timelines matter. Settlement value often shifts once your doctor reaches a plateau (commonly discussed as stabilization/max medical improvement). If your records show gaps, delays, or unclear progress notes, outcomes can change.
- Work restrictions are the real centerpiece. Adjusters focus on what your treating provider actually restricted—lifting limits, standing/walking tolerance, bending/stooping limits, and whether restrictions were temporary or ongoing.
- Local job patterns affect wage impact. Many injuries occur in physically demanding roles where overtime, shift timing, or job-site demands influence how wage loss is calculated.
AI estimates can’t reliably interpret the nuance of your medical record, the specificity of your restrictions, or how your wage history is documented.


