For Clinicians
Augment clinician-led processes with AI to reduce burden, friction, and workload. Escalate complex cases to humans-in-the-loop. Positive decision-making that never delays or modifies member care. Trust, but verify AI outputs with citations and fully-evidenced chain of reasoning.

Results
Accelerate your approvals.
76%
increase in auto-approvals
Florence can increase the volume of automated reviews by 76%, reducing the burden of manual reviews on nurses.
96%
clinical accuracy
Florence provides more accurate, consistent determinations and better inter-rater reliability.
4x
faster manual reviews
Florence reduces the manual and administrative burden of reviewing cases.
38
nurse days saved per 1000 reviews
Reallocate capacity to other functions within your organization such as member engagement and closing care gaps.