Hospitals today are stretched thin—overcrowded emergency rooms, delayed discharges, and unpredictable patient surges are creating operational gridlock. The result? Longer wait times, canceled procedures, financial losses, and overwhelmed staff.
Hospital Capacity Planner
Overview
Our Solution
The AI-driven Hospital Capacity Planner brings clarity and control by forecasting patient flow, optimizing bed utilization, and enabling real-time, data-backed decisions. By streamlining planning and resource allocation, hospitals can reduce wait times, enhance care delivery, and improve overall outcomes.
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Award-Winning AI Innovation
Our solution was recognized among the Winner’s Circle in the Hospital Systems category at the HIMSS25 Emerge Innovation Contest! This recognition highlights its impact in addressing critical challenges around bed utilization, patient flow, and resource optimization—empowering hospitals to deliver more timely, efficient, and patient-centered care.
Key Features
Future Patient Demand Forecasting
- Predicts 30-day patient inflow using historical trends
- Helps hospitals plan staffing, bed occupancy, and resource allocation.
Inpatient vs. Outpatient Classification
- Uses AI to determine whether a patient needs admission or can be treated as an outpatient.
- Helps in optimizing bed allocation and preventing unnecessary stays.
Departmental Insights & Real-Time Dashboards
- Provides live occupancy tracking across departments.
- Identifies bottlenecks before they cause delays.
Length of Stay (LOS) Prediction
- Accurately forecasts how long patients will stay, improving bed turnover rates.
- Helps prioritize discharges and admissions more effectively.
The AI Behind It: Dual-Model Intelligence
Time-Series Analysis
(Non-Clinical)
- Uses historical admission data to predict future patient volume.
- Powered by Deep Learning (LSTM) for accurate trend forecasting.
Bed Capacity Planning
(Clinical Data)
- Leverages patient records & clinical data for precise planning.
- Predicts:
- Outpatient vs. Inpatient classification
- Length of Stay (LOS) per patient
Delivering Outcomes That Matter
With advanced forecasting and real-time insights, hospitals can move from reactive crisis management to proactive, data-driven decision-making, ensuring sustainable operations and better patient outcomes.
With our solution, you gain:
Increased Bed Visibility
Improved Clinical Staff Efficiency
Enhanced Patient Experience
Increased Revenue & Optimized Inpatient Intake
Why Neurealm?
Deep Domain Understanding
Decades of experience across healthcare ecosystems, from providers to payers, inform every solution we build.
AI-First Approach
We embed intelligence at the core—leveraging GenAI, ML, and automation to drive better outcomes.
Engineering Mindset
Solving complex challenges at the core with scalable, future-ready solutions.
Engineer, Modernize, and Operate Partner
We co-create, modernize, and run mission-critical healthcare systems with lasting impact all under one roof.
