If you know it will Work, then it is not An Experiment!!
“Experiments are key to our success. If you know it’s going to work, it’s not an experiment. We must be willing to take bold bets, even if they might fail. We learn from failure, and it paves the way for greater innovation and success.” Jeff Bezos
How frequently do we engage in conversations like this with our teams: "Why not give this approach a shot?" or "Let's experiment with this." But do we genuinely comprehend its essence? We make alterations, we embrace fresh approaches. What more is there to consider? In this article, we explore the art of conducting formal experiments to drive improvement across products, processes, and teams. With a systematic template, we'll uncover the path to capturing invaluable insights that fuel innovation and success.
A significant aspect of transitioning into an agile organization involves embracing a scientific mindset. Rooted in the fundamental principle of "Embracing Uncertainty," such an organization acknowledges that our certainty is limited unless we identify and validate crucial assumptions or test promising ideas.
The scientific approach strongly influences Agile methodologies, particularly through the concept of short cycles that facilitate result evaluation and flexible adjustments. When you're uncertain about what exactly needs to be developed, the path becomes clear through gradual steps and feedback from appropriate sources.
The principles of the scientific method also extend their influence to Lean Start-Up Thinking. This is evident in the concept of treating the Minimum Viable Product (MVP) as compact and time-bound experiments aimed at validating assumptions concerning the construction or expansion of a new product or service.
This very approach lies at the heart of Kaizen, a term from Japanese culture meaning “Continuous Improvement”. Kaizen originated from the Toyota Production System, which had a profound impact on shaping both Lean and Agile principles.
The foundation of experimentation finds its roots in Kaizen, a scientific approach that propels continuous improvements through the running of experiments to test hypotheses and observe outcomes. The insights gained from these experiments serve as the guide for determining the next experiments.
Please comment on the post if you would need this template (In the picture).
The Template :
1) Define the Problem or Opportunity:
The foundation of any experiment lies in a clear understanding of the challenge or potential growth opportunity. Whether it's enhancing a product's features, streamlining a process, or bolstering team dynamics, articulate the precise problem or opportunity that necessitates formal experimentation.
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2) Analysis: Root Cause and Other Factors:
Probe into the depths of the challenge to identify the root cause. Analyze contributing factors that might be influencing the situation. A comprehensive analysis provides the context needed to design an effective experiment.
3) Proposed Solutions / Countermeasure:
With insights from analysis in hand, generate potential solutions or countermeasures. The goal is to address the identified problem or capitalize on the opportunity. This phase is about brainstorming innovative strategies that align with the challenge.
4) Plan: How Will We Test This Approach?
Devise a meticulous plan for executing the experiment. Detail the steps, resources, and timeline required for seamless implementation. Clearly outline how you'll introduce and validate the proposed solution or countermeasure.
5) Measures: How Will We Judge Success?
Define measurable criteria to evaluate the experiment's success. These criteria should be closely aligned with the desired outcomes and improvements you're aiming to achieve. A robust measurement framework ensures clarity in assessment.
6) Results: Success and/or Learnings:
Execute the experiment according to your meticulously crafted plan. Upon completion, evaluate the results against the predefined success measures. A successful outcome is valuable, but even unsuccessful experiments yield valuable insights and lessons for future endeavours.
Across different dimensions, the template finds application:
Embracing the Art of Experimentation
Jeff Bezos' insight serves as a guiding light in the realm of experimentation. As product managers, we embark on a journey of innovation, guided by formal experiments. By adhering to a structured template, we merge the art of creativity with the rigor of systematic analysis. Every experiment, regardless of its outcome, propels us towards greater innovation, resilience, and success. It is through these trials and discoveries that we sculpt a future that stands as a testament to the transformative power of experimentation.
How do you incorporate the spirit of experimentation within your workplace to drive innovation and growth? – Do let me know in the comments
Mom | Passionate Educator | Facilitator | Nurturing Global Learners
1 年Very well written thoughts....
Engineering Leader | Product Leader | ex-Amazon | (Views are personal)
1 年Well articulated Ritesh Poudel. "If you know it will work, then it is not An Experiment", resonated deeply with me. In addition, the organizational and leadership culture should embrace a willingness to fail and enable the workforce to try experiments.
Specialist Software Engineer
1 年Ritesh Poudel Great article to read about! Though the only constant thing is change, and as per Darwin's survival theory in this ever changing world expermentation with growth mindset is the way forward. Looking forward to more such detailed insights. Thanks for sharing this.
SRE - GCP-ACE | CKA | AWS-SA | RHCE
1 年Ritesh Poudel Well explained... In a world where change is constant, experimentation is not just an option; it's a necessity. Those organizations that embrace experimentation as a cornerstone of their philosophy are better positioned not only to survive in turbulent times but to thrive and lead in an ever-evolving landscape.
Creating Data driven, AI powered and User Centric Solutions
1 年Link to download the template: https://www.canva.com/design/DAFsWZ4T-YA/ga-pwTkPeYPGGGlJ4wt-vQ/edit?utm_content=DAFsWZ4T-YA&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton