p

ai_intelligence_layer/models/internal_models.py

@@ -0,0 +1,14 @@
+"""
+Internal data models for processing.
+"""
+from pydantic import BaseModel
+from typing import Dict, Any
+
+
+class TelemetryTrends(BaseModel):
+    """Calculated trends from enriched telemetry."""
+    tire_deg_rate: float  # Per lap rate of change
+    aero_efficiency_avg: float  # Moving average
+    ers_pattern: str  # "charging", "stable", "depleting"
+    fuel_critical: bool  # Whether fuel is a concern
+    driver_form: str  # "excellent", "good", "inconsistent"