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¿Cuál es el nivel de madurez de mi experimentación?

4/12
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What are the big mistakes when experimenting in companies?

Experimenting within a company is a process that, although essential, is often full of unintentional stumbles and lack of systematic information. Many companies, especially in the Spanish-speaking world, lack access to structured educational resources on experimentation, unlike in areas such as marketing or SEO. Learning from common mistakes allows organizations to gradually improve their approach to a mature and sustainable experimentation cycle.

What does it take to manage experimentation efficiently?

Experimentation maturity is a crucial tool for any organization. Implementing maturity assessment systems can provide clear guidance on where the company is in this process. One such system is a framework divided into four key pillars:

  • Processes and methodology: How experiments are structured and executed.
  • Human talent: The skills and culture of the people involved.
  • Rituals and resources: The infrastructure and organizational support available.
  • Data and instrumentation: How data are collected and used.

These pillars enable companies to understand their current level and establish concrete steps toward more effective experimentation.

How does corporate culture affect experimentation?

Corporate culture plays a key role. A team that is not afraid to propose and try new ideas, even knowing that it may fail, is a team that learns. The key is to understand the value of a rejected hypothesis, as it saves time and resources by discarding less viable paths.

In the Hispanic culture, fear of failure can be an obstacle, based on fears of being penalized or negative perception of performance. Overcoming these internal fears and adopting a learning mindset can transform these perceived failures into meaningful learning opportunities.

Why is it so important to fail when experimenting?

Contrary to traditional perception, failing an experiment does not mean failure. In fact, it leads companies to valuable discoveries about what not to do, allowing them to refine direction and strategy. The circus analogy illustrates this: rehearsing with a safety net is essential to avoid further damage when in front of an audience.

Successful companies like Amazon celebrate "failures" as a crucial part of their innovation process. Jeff Bezos has stated that Amazon's success lies in the number of experiments they conduct, acknowledging that most fall short of the goal, but each brings valuable learning.

How does the learning from experimentation translate throughout the organization?

The value of experimentation should not remain within a single business unit. Creating an institutional memory allows learning to be shared across the company. This ensures that mistakes are not repeated and resources are optimized for future initiatives.

Well-founded experimentation strategies not only improve one division, but also expand its contribution to other areas, enabling effective integration into the overall decision-making process. This fosters a culture of continuous learning and resilience in the face of new challenges.


Understanding and applying these lessons is essential for anyone seeking to improve in the realm of experimentation. Don't forget that every mistake is a source of valuable information. Following these tips will lead you to lead with confidence and knowledge, and encourage your team to courageously participate in this journey of constant discovery.

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04 ¿Cuál es el nivel de madurez de mi experimentación?

  • Falta de Experimentación Sistemática: Muchas empresas cometen errores al no tener una estrategia de experimentación sólida.

  • Falta de Investigación de Usuarios: A menudo, las empresas no realizan investigaciones de usuarios antes de experimentar.

  • Necesidad de Entender la Madurez de la Experimentación: Es importante medir la madurez de la experimentación utilizando frameworks específicos.

  • Mentalidad de Hipótesis Sobre la Ejecución: Fomentar la mentalidad de hipótesis sobre la ejecución es fundamental en la experimentación.

  • Valor de los “Experimentos Fallidos”: Los experimentos fallidos ofrecen lecciones valiosas y evitan errores futuros.

  • Aprender en Lugar de Fallar: En la experimentación, no se trata de “fallar”, sino de aprender. Los errores son oportunidades de aprendizaje.

  • Evaluación de la Madurez en Experimentación: Los frameworks y evaluaciones de madurez ayudan a comprender la posición de la organización.

  • La Importancia de las Hipótesis: Valorar las ideas como hipótesis y no solo como ejecuciones es crucial.

  • Construcción de Memoria Institucional: Experimentar proporciona una memoria institucional que beneficia a toda la organización.

  • Experimentación Estratégica: Los aprendizajes se pueden aplicar en otros canales y momentos del negocio.

  • Compartir Aprendizajes: Enseñar a otros equipos sobre errores previos mejora la ejecución y evita obstáculos.

Cuando no hay mucha información de cómo experimentar, fallamos con facilidad (*aunque la naturaleza del testing incluye la ceptación a la falla*).

“Un equipo maduro en experimentación, entiende el valor de ua hipótesis rechazada, ya que con ésto, ahorro recursos como tiempo de los desarrolladores y evito pérjudicar la experiencia de los usuarios”.
La voy a tener guardada.

“El exito rádica en cuantos experimentos hacemos en un espacio de tiempo”.

Gracias