AI tools typically work like this: you enter details about your injury, treatment, and time away from work, and the tool produces a rough range based on patterns from other cases.
That can feel reassuring. However, the estimate may not reflect the specific pressures that show up in many Falls Church-area claims, such as:
- Commuter disruptions and scheduling gaps: even short delays in follow-up care can create documentation problems.
- Light-duty expectations: employers often request an early return to some form of work, and the insurer may argue you were capable sooner than your records support.
- Job duties that don’t match the paperwork: treating providers may describe restrictions generally, while your job involves unique physical requirements common to local employers.
The result? An AI range can be “technically plausible” while still being wrong for your particular wage loss, impairment timeline, or evidence quality.


