graph TD A[Market Scout Agent Start] --> B[Load API Credentials] B --> C{Initialize Parallel Silos} C --> D[SILO 1: Skyscanner] C --> E[SILO 2: TripAdvisor] C --> F[SILO 3: Google Trends] D --> D1[Loop 5 Countries] D1 --> D2[Call Skyscanner API] D2 --> D3[Save raw_demand_*.json] E --> E1[Loop 5x8 Topics] E1 --> E2[Scrape Forum Data] E2 --> E3[Save trip_forum_*.txt] F --> F1[Loop 5x8 Queries] F1 --> F2[Pull Trends Data] F2 --> F3[Save trends_*.json] D3 --> G[SILO 4: Aggregation] E3 --> G F3 --> G G --> H[Normalize Data Sources] H --> I[Apply Weights: 40/35/25] I --> J[Generate Interest Scores] J --> K[Validate JSON Schema] K --> L[Export luxury_segments.json] L --> M[Schedule Next Run: 02:00 AWST] M --> N[Monitor Success Metrics] N --> O{Alert Check} O -->|Success| P[End Process] O -->|Failure| Q[Trigger Retry Policy] Q --> B