Many AI calculators build an estimate from simplified inputs like diagnosis, time missed, and a general severity rating. The problem is that Utah claims frequently hinge on evidence that AI can’t see—especially:
- Whether your restrictions match your job demands (for example, lifting, overhead work, repetitive motion, or operating equipment)
- How consistently your symptoms are recorded across visits
- Whether there’s a clear medical link between the work event and the condition being treated
- Whether the insurer disputes key facts (incident description, causation, or the extent of impairment)
In a community like Clearfield—where many residents work in industrial, logistics, and construction-adjacent roles—small documentation gaps can have outsized impact. If the file doesn’t clearly show how your work duties worsened or triggered your condition, an AI tool may generate a “reasonable range” that doesn’t reflect the risk the insurer will take.


