Advanced Feature Suggestions & System Architecture
Stage 1 - Quick Wins: Start with AI Copilot Assistant, Smart Alert Prioritizer, and Anomaly Detection AI (3-6 months).
Stage 2 - Security Focus: Implement Fraud Detection, Bot Detector, and Threat Intelligence AI (6-12 months).
Stage 3 - Business Intelligence: Add Revenue Forecaster, Churn Predictor, and Pricing Optimizer (12-18 months).
Stage 4 - Advanced Features: Deploy Code Reviewer, Auto Documentation, and Behavioral Biometrics (18+ months).
โข Security Events: Failed logins, IP blocks, malware detections, attack patterns
โข User Behavior: App usage patterns, purchase history, session data, churn events
โข System Metrics: Performance data, resource usage, error rates, latency measurements
โข Support Data: Tickets, reviews, feedback, resolved issues, satisfaction scores
โข Business Data: Revenue, conversions, pricing experiments, A/B test results
โข Code & Logs: Commits, deployments, crashes, stack traces, debug information
Phase 1 (Months 1-3): Implement all P1 features to establish core security and monetization infrastructure.
Phase 2 (Months 4-6): Roll out P2 features to improve user experience, analytics, and operational efficiency.
Phase 3 (Months 7-12): Add P3 features for market competitiveness and business optimization.
Phase 4 (Year 2+): Explore P4 advanced features as technology matures and resources allow.