What We Built
The Administrative Workload Analytics Dashboard transforms opaque operations into transparent, data-driven workflows. By analyzing more than 2,600 requests across two years, the platform offers real-time insights, pinpoints bottlenecks, and delivers AI-powered recommendations to optimize staffing, routing, and quality.
Core Components
Data Collection & Integration
Detailed request capture with department, type, timing, ownership, and error tracking to build a reliable analytics layer.
Cleansed & normalized
Role-Based Access
Personalized views for administrators, managers, and analysts with least-privilege visibility.
Individual • Team • Cross-department
Analytics Engine
Descriptive stats, correlations, trends, and predictive indicators like SLA risk and bottleneck alerts.
Trends • Predictions • Correlations
Visualization Dashboard
Interactive KPI cards, charts, and peak-hour heatmaps for quick situational awareness.
8 KPIs • Interactive charts • Heatmaps
Recommendations Engine
AI-powered insights to identify automation opportunities, staffing shifts, and training needs.
Automation • Staffing • Skills
Technology Architecture
Chosen for speed, modularity, and maintainability
React • Tailwind • Recharts • Vite
Reusable components, responsive styling, accessible visualizations, and a fast build pipeline.
Python • Pandas • NumPy • Faker
Synthetic, privacy-safe datasets with robust manipulation and statistical modeling.
Vercel • GitHub • CI/CD
Automated delivery, version control, and secure access for reliable stakeholder previews.
Solution Goals & Impact
Transparency
Visibility into workloads, ownership, and progress across all departments.
Inefficiency Reduction
Cut rework and bottlenecks to accelerate processing and lower costs.
Balanced Workloads
Fairly distribute tasks across administrators and teams.
Data-Driven Decisions
Inform staffing, routing, and training with evidence-backed insights.
Optimized Resources
Support strategic allocation and justify investments with measurable ROI.
Continuous Improvement
Build feedback loops for ongoing optimization.
Expected Outcomes
Efficiency Gains
30-40% reduction in document verification time and 15% overall processing improvement.
Cost Savings
$74,400 annual savings from automation with reduced overtime and faster turnaround.
Quality Improvements
70% reduction in error rates, 90%+ SLA compliance, and higher stakeholder satisfaction.