System Analytics & Reporting - FluxAI Healthcare Demo

System Analytics & Reporting

AI-driven insights across your integrated systems

Date Range:

AI Insights

Our AI has analyzed your system usage patterns and identified the following insights:

Usage Pattern

Peak Query Times

Actionable

Radiology department shows 73% higher query volume between 8-10 AM. Consider optimizing system resources during this window.

Data Access

Underutilized Systems

Review

Lab Information System data is accessed 42% less than other systems. Potential training opportunity identified.

Performance

Query Optimization

AI Suggested

21% of queries could be optimized with improved natural language patterns. AI has drafted suggested templates.

System Usage Trends

Usage chart
Queries
Data Volume
Response Time

System Statistics

Total Queries 87,429
+18% vs previous period Target: 100,000
Avg. Response Time 1.82s
-0.3s vs previous period Target: 1.5s
Active Users 342
+27 users vs previous period Target: 400
Systems Connected 12/15
+2 systems vs previous period Target: 15

Top Query Categories

Patient History
34,281 queries
39.2% of total
Imaging Results
23,176 queries
26.5% of total
Lab Results
15,943 queries
18.2% of total
Medication History
14,029 queries
16.1% of total

AI Query Analysis

AI Insight

Your natural language queries are becoming more efficient. Average query length has decreased by 17% while result relevance has improved by 23%.

Most Effective Query Patterns Success Rate
"Show patient lab results from [time frame]" 97%
Query Patterns Needing Improvement Success Rate
"Find all related to [condition]" 64%
AI-Suggested Improvements
"Find all related to diabetes"
"Show all records mentioning diabetes diagnosis or treatment"

Department Analytics

Department Active Users Total Queries Response Time Systems Used AI Efficiency Score
Radiology
87 28,473 1.3s 7/12
94%
Cardiology
45 18,392 1.5s 5/12
87%
Internal Medicine
63 15,784 2.1s 9/12
76%
Laboratory
38 12,981 1.6s 4/12
68%

Saved Reports

Monthly System Performance
Updated 2 days ago • Automated
Department Usage Comparison
Updated last week • Manual
AI Efficiency Metrics Q1 2025
Created 3 weeks ago • One-time

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Create customized reports with our AI-assisted report builder or use templates