5 Steps To Make Experimentation A Repeatable Process

Running an experiment to test a new product or business idea is a big deal. It takes a level of humility to write down your hypotheses, prioritize them and run even one experiment.

But after you run that experiment, you’ll need to do it again.. and again.. and again, because risk moves around as you make progress and learn.

We’ll use the business model canvas to frame our risk below.

At first, most of the risk is around the value proposition and your customer segment.

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After you reduce uncertainty with those aspects of your idea, then the risk shifts over your ability to deliver.

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After that, it moves down to cost and price point that customers will pay.

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And that’s just one pattern I observe. Depending on your business idea, it may start with feasibility and move to desirability and then viability. There are many different patterns in which this can occur.

Whatever the pattern for you, one thing is certain, the risk will keep moving around through these three areas as long as you grow and scale the business.

That’s why it’s necessary to build your own process for experimentation through all of this in the long term. Experimentation isn’t a phase that happens only in the beginning.

Think of your journey as building up an organizational capability for experimentation.

This doesn’t happen overnight, but here are 5 steps you can take to help you make experimentation a repeatable process:

1. Weekly Planning

30–60 minutes

Identify at least one of your important and uncertain hypotheses to test for the upcoming week. Prioritize the experiments you’ll need to run in order to learn about the hypothesis. Task out the experiments you’ve selected to run.

2. Daily Standups

15 minutes

Create a daily goal you want to accomplish with your experimentation. Identify the tasks needed to achieve your goal and plan your day. Call out any blockers that would prevent you from completing experiment tasks.

3. Weekly Learning

30–60 minutes

Gather up the evidence your experiments have generated. This includes both qualitative and quantitative. Look for patterns and insights. Take the new insights you have and reshape your strategy.

4. Bi-Weekly Retrospectives

30–60 minutes

Write down what’s going well, what needs improvement and what you want to try with regards to your experimentation. Use this time to improve your overall experimentation process.

5. Monthly Stakeholder Reviews

60–90 minutes

Package up what you’ve learned into a high level summary. Include your hypotheses, the experiments you ran, evidence generated, insights gathered and recommendation on next steps. This summary is used to update stakeholders (VP’s or VC’s) and also to document over time how you’ve made progress.

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These steps are an iterative process using scientific method, lean thinking and agile principles. Each of these loops feed into one another, helping you create a system for high performing teams that continuously experiment, learn and then put that learning into action.

With some patience, you can be well on your way to growing your experiments from a one time event, to a learning machine that will help you scale your business over time.


If you are interested in implementing this method and still need help, just schedule a short video call with me here: https://calendly.com/precoil

Dom Longford

?? CEO | Founder Cog ADHD - "ADHD Help, Isn't ADHD Friendly"

5 年

Daniel Penna Darrell Chung

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Rebecca Bruggman

Managing Architect @ Omni | Ex-Color, Ex-Optimizely

5 年

David?- thanks for this post around creating consistent processes and visibility for experimentation. I, however, don't think it tells the whole story around the sort of team you need in place and executive buy-in that's needed to make these practices effective, which I've seen as blockers for success with launching a program and continuing to drive impact through experimentation. From your perspective, when is the right time to start doing these sorts of meetings, stand-ups and updates? Additionally, what sort of stakeholder buy-in and people dedicated to your experimentation team is needed to make these practices most effective? Thanks for sharing your perspective on this!

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Lopa Parekh

Industrial Decarbonisation - NSW Department of Climate Change, Energy, the Environment. and Water (DCCEEW)

5 年

Good summary of steps & ceremonies to make your idea/hypothesis experimentation an iterative process in your organisation using business model canvas

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Angel M. Lequerica Zorrozua

Strategic thinking | New Business Development | Entrepreneurship | Advisoring

5 年

Very good integration of all disciplines in a simple way. From lean startup to agile concepts, going through some design thinking essentials. Thanks for compiling in a simple way!

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Esther Emmely Gons

Coaching the Board ???? co-Author ??The Corporate Startup ?? Innovation Accounting ??founder of GroundControl ?? Venture Builder, Startups & Change for good are my passion.

5 年

We have a method and a canvas developed over time that does this. Based on coaching hundreds of startups. We train teams with weekly innovation sprints and the innovation coaches are essentially the scrum masters of innovation. Nice to see this is similar!

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