Analytics & Monitoring

Real-Time Insights Into Your AI Operations

Monitor AI usage, track costs, detect PHI exposure patterns, and ensure compliance with comprehensive analytics dashboards built for healthcare organizations.

50+
Metrics Tracked
Key performance indicators
<5s
Dashboard Refresh
Real-time data updates
13 months
Data Retention
Historical analytics
4
Export Formats
CSV, JSON, PDF, Excel

Comprehensive Analytics Platform

Everything you need to monitor, optimize, and secure your AI operations in one unified dashboard.

Real-Time Usage Metrics

Monitor AI requests, response times, and system performance across all users and groups in real-time.

Cost Tracking

Track AI model costs by user, group, or department. Set budgets and receive alerts when thresholds are exceeded.

PHI Detection Analytics

Visualize PHI detection patterns, false positive rates, and sensitive data exposure risks across your organization.

Policy Violation Monitoring

Track policy triggers, violation trends, and compliance metrics with drill-down capabilities.

User & Group Insights

Analyze usage patterns by user, role, department, or group. Identify power users and optimize resource allocation.

Historical Trends

Compare metrics over time with customizable date ranges. Export data for external analysis.

Performance Monitoring

Track response times, error rates, and system health metrics. Identify bottlenecks and optimize performance.

Custom Reports

Build custom dashboards and scheduled reports. Export to CSV, PDF, or integrate with BI tools.

Real-World Impact

See how healthcare organizations use analytics to optimize costs, ensure compliance, and improve operations.

Cost Optimization

Healthcare CFO reduces AI costs by 40%

By tracking usage patterns and identifying inefficient prompts, a multi-hospital system reduced their monthly AI costs from $15,000 to $9,000 while maintaining quality.

Compliance Monitoring

Privacy Officer tracks PHI exposure trends

Real-time alerts on PHI detection spikes helped identify a misconfigured integration before any data was leaked, preventing a potential HIPAA violation.

Resource Planning

IT Director forecasts infrastructure needs

Historical usage trends revealed 300% growth in AI requests over 6 months, enabling proactive capacity planning and budget allocation.

User Training

Training team identifies knowledge gaps

Analytics showed certain departments triggering policy violations 5x more often, prompting targeted training that reduced violations by 80%.

Pre-Built Dashboards

Get started immediately with our pre-configured dashboards designed for healthcare compliance and operations.

Usage Dashboard

  • • Total AI requests & trends
  • • Active users & sessions
  • • Top models & endpoints
  • • Response time metrics
  • • Error rates & failures

Compliance Dashboard

  • • PHI detection events
  • • Policy violation trends
  • • Risk score distribution
  • • Audit log completeness
  • • Compliance status

Cost Dashboard

  • • Total spend & forecasts
  • • Cost by model & provider
  • • Department breakdowns
  • • Budget alerts & limits
  • • Token usage trends

Start Making Data-Driven Decisions

See how Guardian Health protects PHI in real-time with comprehensive analytics.