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Medical PracticeStaffing & Scheduling

AcuityMatch

Real-time acuity-based staffing app for medical practices

0

Opp. Score

54

Reports

3

Severity

4High

Trend

0%

stable

First Seen

May 17, 2026

App Concept

AcuityMatch

AcuityMatch is a real-time staffing and scheduling platform for medical practices that uses patient acuity data and admission/discharge volumes to automatically adjust nurse assignments and delegate non-nursing tasks. It ensures the right staff are assigned to the right patients, reduces burnout, and prevents overtime by balancing workload dynamically.

Key Features

Real-time patient acuity scoring integrated from EHR
Auto-adjusts staff assignments based on acuity and admissions
Task delegation system for non-nursing duties to support staff
Shift-level workload dashboard with overtime alerts

Target Users: Nurse managers and charge nurses in medical practice units (Med-Surg, Endoscopy, etc.)

Revenue Model: SaaS monthly subscription per facility, tiered by unit size and number of users

AI Opportunity Analysis

Build Complexity

4 Complex

Revenue Potential

5 Excellent

Competition

Low Competition

Revenue/Effort

2.5 Fair

Build Complexity

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Revenue Potential

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Competition

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Solutions (0)

Problem Reports (3)

EndoFlow Orchestrator

Nurse in Endoscopy overwhelmed by insufficient training and being expected to handle multiple roles (admissions, recovery, check-in) in a chronically short-staffed unit.

Medical Practice4HighNurse

AcuityFlow Nurse Scheduling

Nurse consistently works overtime on home Med-Surg unit due to high patient acuity and admissions, leading to burnout and late nights.

Medical Practice4HighNurse

CareFlow Task Manager

Nurse is doing 75% technician work (cleaning, toileting, bed changes) instead of nursing tasks, with no help from unresponsive techs, causing burnout and late medications.

Medical Practice4HighNurse

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