"""Forecast Control Center — unified actual vs forecast across all tracks.""" from __future__ import annotations from typing import Any, Dict class ForecastControlCenter: """Provides unified actual vs forecast view across revenue, partnerships, M&A, expansion.""" def get_unified_view(self, tenant_id: str) -> Dict[str, Any]: return { "tenant_id": tenant_id, "tracks": { "revenue": { "actual": 0, "forecast": 0, "variance": 0, "variance_percent": 0.0, "unit": "SAR", }, "partnerships": { "actual_count": 0, "target_count": 0, "variance": 0, "unit": "partners", }, "ma": { "deals_in_progress": 0, "pipeline_target": 0, "variance": 0, "unit": "deals", }, "expansion": { "markets_launched": 0, "markets_planned": 0, "variance": 0, "unit": "markets", }, }, "overall_health": "on_track", } def get_variance_analysis(self, tenant_id: str) -> Dict[str, Any]: return { "tenant_id": tenant_id, "top_variances": [], "root_causes": [], "recommendations": [], } def get_accuracy_trend(self, tenant_id: str, periods: int = 6) -> Dict[str, Any]: return { "tenant_id": tenant_id, "periods": periods, "trend": [], "average_accuracy_percent": 0.0, } forecast_control_center = ForecastControlCenter()