Med-surg nurses are overwhelmed by unsafe patient assignments (5-7 patients each) after staff cuts and loss of leadership, leading to delayed or missed medications and inability to complete discharges and admissions.

The hospital relies on manual staffing decisions and incentive pay adjustments that fail to attract or retain nurses, while acuity-based tools are ignored by leadership.

Severity

4High

Willingness to Pay

implied

Added

Jul 2, 2026

Implied Software Gaps

Automated patient acuity assessment and nurse assignment tool to replace manual, arbitrary team sizes

App Concept

NurseAway Staffing Manager

NurseAway Staffing Manager is an AI-driven platform that optimizes nurse-to-patient assignments based on real-time acuity, skill mix, and census. It replaces manual staffing spreadsheets and helps administrators defend safe staffing levels with data, reducing burnout and improving patient outcomes.

Key Features

Real-time patient acuity scoring using EHR integration
Automated nurse assignment optimization considering skills, experience, and preferences
Shift bidding and incentive pay management tied to demand
Dashboard for leadership to monitor workload and forecast staffing needs

Target Users: Hospital staffing managers and nursing directors in medium-to-large hospitals (100+ beds) with med-surg and step-down units

Revenue Model: $20 per nurse per month SaaS subscription with tiered pricing based on hospital bed count

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