AI-driven maritime safety platform providing real-time, non-intrusive monitoring of watchkeeper fatigue and stress using computer vision and speech emotion recognition. Includes helm-order validation via automatic speech recognition and actionable alerts to reduce human-factor accidents and improve bridge communication and compliance.