IronMind combines two distinct AI systems: a proprietary Neuro-Symbolic-Deterministic Engine and Google Vertex AI. While designed for high precision, these automated systems may occasionally produce inaccurate, incomplete, or outdated information.

Do not rely on IronMind output as a substitute for professional medical advice, diagnosis, or treatment. Always consult a qualified physician, athletic trainer, or healthcare provider before making decisions about your health, training load, fitness, or wellness based on insights provided by this application.

The readiness scores (GritScore), recovery recommendations, and anomaly clusters generated by our AI engines are informed by user-provided inputs and optical wearable sensor telemetry (e.g. PPG, HRV, sleep stages). These algorithmic models have inherent limitations, and individual physiological responses may vary significantly.