From 11fbb36e9a1578d211d8049ffce92886c1a7c43e Mon Sep 17 00:00:00 2001
From: nutcas3 <mauricee423@gmail.com>
Date: Sun, 3 May 2026 13:30:01 +0300
Subject: [PATCH] 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
---
 deployments/helm/telecom-platform/values.yaml | 44 +++++++++++++++++++
 1 file changed, 44 insertions(+)

diff --git a/deployments/helm/telecom-platform/values.yaml b/deployments/helm/telecom-platform/values.yaml
index 8f817c3..5897b6d 100644
--- a/deployments/helm/telecom-platform/values.yaml
+++ b/deployments/helm/telecom-platform/values.yaml
@@ -9,6 +9,50 @@ global:
   storageClass: ""
   # Environment: dev, staging, prod
   environment: "dev"
+  # Platform version
+  version: "2.0.0"
+
+# Analytics configuration
+analytics:
+  enabled: true
+  churn:
+    enabled: true
+    mlModel: "xgboost"
+    predictionInterval: "daily"
+    riskThresholds:
+      low: 25
+      medium: 50
+      high: 75
+  fraud:
+    enabled: true
+    realTimeDetection: true
+    alertSeverityLevels:
+      - low
+      - medium
+      - high
+      - critical
+    patterns:
+      - account_takeover
+      - subscription_fraud
+      - payment_fraud
+      - usage_anomaly
+      - sim_swap
+  market:
+    enabled: true
+    competitorTracking: true
+    updateInterval: "weekly"
+  maintenance:
+    enabled: true
+    predictiveModel: "lstm"
+    alertThreshold: 0.7
+  pricing:
+    enabled: true
+    optimizationStrategies:
+      - revenue_maximization
+      - market_share
+      - profit_margin
+      - competitive_pricing
+      - churn_reduction
   
 # Platform configuration
 platform: