Cómo funciona el entrenador de IA de Theron: la ciencia detrás de tu plan
On this page
You've explored the core scientific principles of smart triathlon training, from periodization and training load to recovery metrics and injury prevention. This guide goes "under the hood" to show you how the Theron app translates that science, including Banister’s fitness-fatigue impulse-response model (Banister et al., 1975) and HRV-informed load timing evidence such as Vesterinen et al. (2016), with monitoring context from Plews et al. (2013), into a practical, dynamic, and truly personalized training plan.
The Three-Tiered System
Theron estructura tu entrenamiento utilizando el mismo modelo jerárquico empleado por los entrenadores de élite, asegurando que tus entrenamientos diarios estén siempre alineados con tus objetivos a largo plazo.
- Nivel macro (la temporada): When you set your "A" race, Theron builds a complete, periodized macrocycle. It intelligently allocates the right amount of time to the Base, Construir, and Afilar phases based on your specific race distance, ensuring you peak at the perfect moment.
- Nivel meso (la semana): For each week, the algorithm sets a target Training Stress Score (TSS) and selects the appropriate intensity distribution. During your Base phase, it will use a Piramidal model to build deep endurance. As you move into the Build phase, it will shift to a Polarizado model to sharpen your top-end speed.
- Nivel Micro (El Día): This is where Theron's core intelligence lies. The system doesn't just stick to a pre-set plan. It uses your real-time physiological data to make intelligent adjustments todos los dias.
The Daily Readiness Score: Your Personal Feedback Loop
El diferenciador clave de Theron es tu capacidad de escuchar tu cuerpo. Calcula una puntuación de preparación diaria integrando múltiples flujos de datos en una única información procesable. Esta puntuación compuesta se construye a partir de:
- Datos objetivos: Theron syncs with Apple Health to pull in crucial, non-invasive metrics like Variabilidad de la frecuencia cardíaca (VFC), Resting Heart Rate, and both the Quality and Duration of your Sleep.
- Datos subjetivos: The app incorporates your morning wellness scores for mood, muscle soreness, and life stress, giving it a complete picture of your physical and mental state.
- Training Load Data: The algorithm constantly monitors your Equilibrio de estrés de entrenamiento (TSB) and Relación de carga de trabajo aguda: crónica (ACWR) to understand your current fatigue levels and injury risk.
The Decision Engine: From Data to Action
This daily readiness score is fed into Theron's decision engine, which uses a rule-based system to prescribe the perfect workout for you hoy.
| Athlete State | Puntuación de preparación | Acción prescrita | Razón fundamental |
|---|---|---|---|
| Óptimo | Alto | Prescribir sesión clave de alta intensidad. | El atleta está fresco y listo para manejar un estímulo máximo para adaptarse. |
| mantenimiento | Bien | Prescribir sesión aeróbica moderada. | Mantenga la forma física y la consistencia sin agregar fatiga innecesaria. |
| fatigado | Bajo | Prescribir recuperación activa de baja intensidad. | El cuerpo muestra signos de fatiga; se necesita una carga de trabajo reducida para permitir la adaptación. |
| Alto riesgo | Muy bajo | Prescribir un día de descanso total. | La combinación de una alta carga de trabajo (ACWR) y una baja preparación (HRV/Sueño) indica un alto riesgo de lesiones. |
Your Data is Yours: Our Commitment to Privacy
We believe your training data is personal and sensitive. As an EU-based company, Theron is fully compliant with the Reglamento General de Protección de Datos (GDPR).
- Todos tus datos se almacenan en servidores seguros dentro de la UE.
- We no vender ni compartir your personal training data with any third parties.
- Theron has sin características sociales, so your data is never shown to any other user. Your training is your own.
Conclusion
Theron is more than just a static training plan; it's a dynamic coaching partner. It applies established sports-science models, Banister’s fitness-fatigue framework for how training load accumulates, and HRV-informed readiness adjustments supported by studies such as Vesterinen et al. (2016), together with your unique physiological data to ensure that every workout is the bien workout. It takes the guesswork out of training, so you can focus on what matters most: becoming a stronger, healthier, and faster athlete.
