- Replace setdefault() with explicit None checks in _normalize_extraction_data() - Coerce null top-level fields (summary, novelty_score, confidence) to defaults - Coerce null company fields (ticker, impact_score, impact_horizon, etc.) to defaults - Filter out company entries with empty ticker after normalization - Prevents schema validation failures when model returns null for required fields