Analytics Dashboard
Real-time insights into automation opportunities and ROI metrics
Savings vs Implementation Cost
Projected quarterly returns on automation investments
Opportunity Distribution
By category and automation potential
Top AI-Identified Insights
Automation Readiness
Opportunity Pipeline
Track opportunities through the automation lifecycle
Top Automation Opportunities
View All| Opportunity | Category | Automation Score | Annual Savings | Payback | Status | Action |
|---|---|---|---|---|---|---|
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Change Analysis
Risk distribution, change types, approval patterns, success rates, and CAB optimization opportunities.
Risk Distribution
Change Types
Top Assignment Groups
CAB Optimization
Run analysis to see CAB optimization data
Problem Analysis
Root cause clusters, problem-to-incident ratios, knowledge gaps, and prevention opportunities.
Root Cause Categories
Knowledge Gaps
Run analysis to see knowledge gap data
Problem-Incident Links
| Problem ID | Summary | Category | Linked Incidents | Root Cause |
|---|---|---|---|---|
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Cross-Source Analysis
Correlate data across incidents, changes, problems, and Splunk events for deeper insights.
Data Summary
Change-Incident Correlation
No data yet
Problem Clusters
No data yet
Advanced Financial Analysis
Comprehensive financial modeling with 8 analysis types: Portfolio Overview, DCF Financial Model, Sensitivity Analysis, Monte Carlo Simulation, Strategic Theme Clustering, Risk Assessment, ROI Heatmap, and Implementation Timeline.
Portfolio Overview
Aggregate metrics, opportunity count, total savings
DCF Financial Model
NPV, IRR, payback, 5-year cash flow projection
Sensitivity Analysis
5x5 matrix: savings vs. cost variations
Monte Carlo Simulation
10,000 iterations, probability distribution
Strategic Theme Clustering
AI-powered incident grouping by domain
Risk Assessment Matrix
5x5 probability/impact analysis
ROI Heatmap
Visual prioritization by payback & savings
Implementation Timeline
36-month Gantt with dependencies