Real-Time Healthcare Claims Analytics Portal with AI Insights
Healthcare PBM Organization
Overview
Built a unified, real-time analytics platform integrating micro frontend architecture with embedded Tableau dashboards — replacing 5+ legacy reporting systems with a single portal featuring AI-powered anomaly detection, predictive analytics, and natural language querying for healthcare claims data.
Client Profile
The Challenge
Fragmented reporting systems across multiple departments (5+ separate tools)
Delayed access to critical claims metrics — reporting lagged hours or days
Insufficient user experience in legacy BI tools
Difficulty scaling analytics across different teams
No AI-driven anomaly detection or predictive capabilities
Need for real-time operational insights
Solution Architecture
Micro Frontend Framework: React-based Module Federation architecture with independent deployment of analytics modules, shared component library, and runtime integration.
Tableau Integration Layer: Embedded Tableau dashboards with seamless authentication, real-time data refresh, custom filtering, and responsive embedding.
AI-Powered Analytics: Anomaly detection on claims patterns, predictive trend analysis, and natural language query interface allowing users to ask questions in plain English.
Real-Time Data Pipeline: Streaming claims data from processing systems with sub-minute latency, event-driven architecture for data updates via Kafka.
Features & Capabilities
Unified Dashboard Experience
Single pane of glass replacing 5+ legacy reporting systems
Real-Time Metrics (Sub-Minute Latency)
Live updates on claims volumes, adjudication rates, payment status
AI-Powered Anomaly Detection
Automatic flagging of unusual claim patterns and processing bottlenecks
Predictive Analytics
Forecasting claims volume trends, processing capacity needs, and exception rates
Natural Language Querying
Users ask questions in plain English about claims data
Seamless Tableau Integration
Embedded dashboards with full interactivity and authentication
Role-Based Access Control
Custom views for operations, finance, compliance, provider management
Micro Frontend Architecture
Independent deployment of analytics modules
Export & Share
PDF/CSV export and secure embed link sharing
Technology Stack
Security & Compliance
Portal behind VPC; no public exposure
Secure sessions with short-lived tokens
RBAC enforced at frontend and backend
Tableau dashboards via signed URLs and token-based authentication
Only necessary metrics exposed; PHI excluded from dashboards
HIPAA (with BAA), SOC 2 Type II, NIST SP 800-53
Results & Impact
Time-to-Insight
Reduced from days to minutes
Legacy Systems Replaced
0+
5+ reporting tools consolidated into one portal
Dashboard Adoption
0x
3x increase in usage across operations teams
Manual Reporting Saved
~0
~200 hours/month eliminated
Concurrent Users
0+
100+ with Kubernetes auto-scaling
Deployment Frequency
0
3-5 deploys/week (per micro frontend)
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