Case Study:
Workforce, Capacity & CVD Analytics

Description
  • A specialized public health research institute required detailed control over medical workforce indicators, hospital capacity, and cardiovascular disease (CVD) outcomes for the city.
  • We developed a visual analytics system covering physician staffing, bed capacity, mortality rates, surgical activity, and CVD-specific metrics including intervention statistics.
  • The system delivers real-time insights into workforce distribution, hospital utilization, and cardiovascular outcomes, enabling targeted interventions and optimized resource allocation.
Challenges
  • Lack of real-time staffing and hospital bed status visibility.
  • Insufficient monitoring of cardiovascular outcomes across the system.
  • Fragmented control over HR and specialty-based metrics.
Solution
  • Workforce insight
    Forecasts the impact of parameter changes on cost, resource use, and strategic outcomes
  • Capacity Management
    Provides real-time tracking of bed occupancy and surgical workloads.
  • Focused CVD management
    Delivers targeted dashboards on patient outcomes and treatment intensity to guide evidence-based care.
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