Herndon employers often have schedules that depend on client sites, contracts, and shifting operational needs. That can affect how wage loss and restrictions are documented. An AI tool typically can’t verify:
- Whether your missed work involved commuter travel time, schedule changes, or temporary reassignment
- Whether your treating provider’s restrictions match what your job required on the ground
- Whether your wage history includes overtime, shift differentials, or bonuses that insurers may discount
Even when an AI output sounds reasonable, it may be based on generalized patterns rather than the specific record insurers review—incident reports, medical documentation, wage proof, and whether issues like causation or impairment are contested.


