NightingaleMD
For Nurses and Care Teams

You became a nurse to care for people.Florence helps protect that time.

Florence automates repetitive outreach, follow-up coordination, and documentation so your team can focus on patients who need clinical judgment, empathy, and intervention.

60% → 90%

Top-of-License Time

24/7

Routine Outreach Coverage

47

Automated Workflows

100%

Auditable Actions

How Florence Supports Your Day

Florence automates the logistics. Nurses keep the judgment.

Prioritized Worklists, Not Call Backlogs

Start with a ranked list of patients who need your attention now. Routine check-ins and reminders are handled before your shift begins.

Documentation That Happens as Work Happens

Interactions are captured in structured summaries, with notes prepared for EHR write-back and nurse review.

Warm Handoffs with Context

When escalation is needed, Florence routes the patient with context, risk signals, and suggested next actions.

Florence Automates

  • Routine outreach and follow-up reminders
  • Scheduling and referral loop tracking
  • Pharmacy and medication coordination
  • Patient education in preferred language
  • Care-gap monitoring and task creation

Nurses Own

  • Clinical decisions and care-plan judgment
  • Escalation interpretation and intervention
  • Empathy-driven patient conversations
  • Complex case prioritization
  • Final sign-off on care actions

A Day in the Life

How a Nurse Shift Changes with Florence

7:45 AM

Shift Start, Focused Worklist

Your dashboard opens with a short list of high-need patients already prioritized from overnight outreach.

9:30 AM

Escalation with Context

A HANDOFF is triggered for a risk signal. You receive transcript highlights and call prepared, not cold.

11:00 AM

Clinical Time, Not Phone Tag

You spend the morning on interventions and care decisions instead of retries, voicemails, and manual chart cleanup.

Three Failure Modes Draining Care Teams

Phone Tag Overload

High attempt volume and voicemail loops consume nurse hours before clinical work even begins.

Florence response: Florence handles first-touch outreach, triage, and callback orchestration before routing nurse-needed cases.

Referral Drop-Off

Specialist referrals disappear into fragmented systems and closed loops are hard to verify.

Florence response: Florence tracks referral status, retrieves updates, and flags unresolved loops until closure.

Capacity-Based Inequity

Lower-acuity patients can get deprioritized when teams are overloaded, creating care gaps.

Florence response: Florence extends consistent panel outreach so follow-up quality does not depend on staffing spikes.

Built for Safe Delegation

  • Nurse-first escalation and routing rules
  • Human review checkpoints before clinical actions
  • Structured HANDOFF summaries for every escalation
  • Full audit trail for every automated workflow step

90-Day Launch Path

Start Small. Measure Fast. Scale Safely.

  1. 1Baseline current nurse workload and turnaround time
  2. 2Automate routine non-clinical tasks with guardrails
  3. 3Measure time returned, follow-up speed, and care quality
Book a 30-Min Workflow Review