📊 Section 4: Visualization Frameworks for Actuarial BI

Professional Dashboard for Data Analytics

📈 Executive Dashboard Overview

Key metrics and insights for Actuarial Business Intelligence visualization frameworks.

Combined Ratio
--%
✅ Profitable
CLV per Customer
$--
✅ Positive
Loss Ratio (CLV)
--%
⚠️ Acceptable
Profit Margin
--%
✅ High
Year 1 Retention
--%
✅ Excellent
IBNR Estimate
$--
✅ Adequate

🔍 Top Insights

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📊 Actuarial BI Metrics & Analytics

Premium Performance Metrics

Reserve Adequacy Analysis

Total Reserve
$--
Reserve-to-Premium Ratio
--%
Adverse Deviation Margin
$--

Risk Concentration Analysis

Data Quality Assessment

Completeness Score
--%
Consistency Score
--%
Overall Quality
--%

🔄 Claims Development & Reserving

Development Triangle Visualization

Link Ratios Analysis

IBNR Estimates (Bornhuetter-Ferguson)

Origin Year Paid Claims Ultimate Claims IBNR
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Bootstrap Chain Ladder Results

👥 Customer Lifetime Value & Retention

CLV Analysis

Cohort Retention Analysis

Claims Frequency-Severity Model

Expected Frequency
--
Expected Severity
$--
Pure Premium (Mean)
$--
Pure Premium (Std Dev)
$--

🔗 Correlation Analysis

Correlation matrix between key actuarial metrics (Loss Ratio, Expense Ratio, Growth Rate).

Loss Ratio
Expense Ratio
Growth Rate
Loss Ratio
1.00
--
--
Expense Ratio
--
1.00
--
Growth Rate
--
--
1.00