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feat: Add analytics configuration to Helm values with churn, fraud, market, maintenance, and pricing modules
- Add platform version 2.0.0 to global configuration - Add analytics configuration with enabled flag - Add churn module with xgboost ML model, daily prediction interval, and risk thresholds (low: 25, medium: 50, high: 75) - Add fraud module with real-time detection, severity levels (low/medium/high/critical), and patterns (account_takeover, subscription_fraud, payment_fraud, usage_anomaly, sim_swap) - Add market module with competitor tracking and weekly update interval - Add maintenance module with LSTM predictive model and 0.7 alert threshold
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@@ -9,6 +9,50 @@ global:
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storageClass: ""
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# Environment: dev, staging, prod
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environment: "dev"
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# Platform version
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version: "2.0.0"
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# Analytics configuration
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analytics:
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enabled: true
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churn:
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enabled: true
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mlModel: "xgboost"
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predictionInterval: "daily"
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riskThresholds:
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low: 25
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medium: 50
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high: 75
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fraud:
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enabled: true
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realTimeDetection: true
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alertSeverityLevels:
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- low
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- medium
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- high
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- critical
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patterns:
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- account_takeover
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- subscription_fraud
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- payment_fraud
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- usage_anomaly
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- sim_swap
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market:
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enabled: true
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competitorTracking: true
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updateInterval: "weekly"
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maintenance:
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enabled: true
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predictiveModel: "lstm"
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alertThreshold: 0.7
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pricing:
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enabled: true
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optimizationStrategies:
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- revenue_maximization
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- market_share
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- profit_margin
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- competitive_pricing
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- churn_reduction
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# Platform configuration
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platform:
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