Create insights.py

insights.py

@@ -0,0 +1,8 @@
+def explain_score(lead_score, ai_score, confidence, risk, stage, gap, emails, meetings):
+    return (
+        f"Lead score was based on the {stage} stage, deal timing (close in {gap} days), "
+        f"and {emails} emails + {meetings} meetings.\n"
+        f"The AI adjusted the score based on engagement intensity and urgency.\n"
+        f"Confidence was computed from model certainty and outcome spread.\n"
+        f"Risk was assigned due to {'low engagement' if risk == 'High' else 'healthy momentum'}."
+    )