Helps flag early biological risk, including where no screening exists

Helps refine imaging, biopsy, and referral prioritization

Helps support surveillance and recurrence monitoring decisions

Helps identify early biological risk before overt symptoms

Helps support specialist referral and diagnostic triage pathways

Helps monitor progression and treatment response longitudinally

Helps flag elevated risk before acute events or decompensation

Helps support referral, imaging, and therapy optimization decisions

Helps monitor biological response to treatment over time

Track hidden metabolic and performance decline early

Personalize intervention intensity before complications emerge

Track whether lifestyle and therapy changes actually work

Extends healthspan through continuous trajectory optimization

Detects early multi-system decline before disease onset

Converts biological drift into proactive longevity action