I really should write a blog post about how ‘survivorship bias doesn’t apply to the calibration case method’ because the point is idiosyncratic survival. But I digress …
@spal you’ve actually touched on the main lesson we wanted to deliver in Speedrunning the Idea Maze. I’m not sure I can communicate this as well in an essay, or in a forum post, but here goes. (It’s more impactful when delivered in a weekly cadence, with cases as shared ‘synthetic’ memory).
First: idiosyncrasy is the point.
Every successful business is a unique configuration that works for that specific market, founder, opportunity set, and so on, and only at a specific point in time.
What you want is an explanatory framework that explains how founders find that unique configuration that works for them. The only framework that I’ve found to have such explanatory power is effectuation by Dr Saras Sarasvathy. It is the primary conceptual framework in the Idea Maze concept sequence (with 28 cases now and counting; you can read this framework and then randomly read a selection, I guarantee that you should be able to see the framework in just about every case).
The framework is very simple. A longer explanation is available in the following two essays: 1) The Idea Maze is a Useless Idea (which talks about the lack of patterns) and 2) When Action Beats Prediction (which explains the theory). If you prefer a YouTube explanation, see here where I kinda nerd out about it a little too much.
A short explanation follows:
- Effectuation is about ‘effect’ in ‘cause and effect’. Most of us are taught to think causally. That is — we pick a goal and then we work backwards to some possible set of means to cause it. Effectuation is about the reverse: you start out with means and then explore what set of effects can be created from them, and filter for effects that you are pleased with / that are compatible with your aspiration.
- The analogy that Sarasvathy uses is that causal thinking is “I want to make a recipe for six people, so let me make a list and buy the ingredients and do prep”. Effectuation is “let’s open the fridge and look at what’s available, and then improv some dish for the six people coming.”
- All successful entrepreneurs start out from 1) who they are, 2) what they know, 3) whom they know and 4) what they have, and effectuate forwards into the unknown, in search of some customer demand they can serve … in a configuration that is acceptable to them.
- As they do so, they follow the following three principles:
- They take many affordable loss bets, using each bet to generate new information.
- They have an uncanny ability to turn folks into partners. Most typically these are their customers, but they can also create situations where their investors, suppliers and even landlords have a stake in them and want them to succeed.
- They are ok with many of the outcomes they are able to effect. So for instance they are comfortable iterating forwards and going “Oh, I guess the only viable business here is a consultancy. Ok!” And instead of looking at it as a dead end, they have a greater tendency to treat it as a means to build more resources from which to effectuate forwards from. (Or maybe not, they may also just choose to give up and try again).
You can also invert the three principles to get at three common mistakes more novice entrepreneurs make:
- They raise venture capital and grow costs before they find a configuration that works, guaranteeing that they have a clock after which they can no longer make bets. Or they make unaffordable loss bets (time/reputation/money).
- They don’t build the skill of building partners who can help them on their journey.
- They fixate too much on one outcome and reject all the other equally viable outcomes that may serve as waypoints on their journey to their ideal business. Meaning “oh I didn’t find a great business … oh well give up.” (Contrast this to the typical tycoon journey in How To Become An Asian Tycoon where the good tycoons will settle on whatever can make money and trade up to better and better businesses … or just read the stories in the Idea Maze concept sequence for examples of how this can go).
So why do I bring this up? If you take a step back, effectuation is the only reasonable method to find a viable, cash generative, moat protected business that works! If it were possible to look at a situation analytically and come up with a quality business idea in a single glance, someone would have already done so. A high quality business must be built around some kind of odd configuration — that makes you go “huh, I never would’ve thought that could’ve worked”. And in fact that explains my experience with the Point of Sale company also.
Fortunately, reality is weird and full of hidden detail that can only be uncovered through action. So entrepreneurs know that the right way to find such a business is to take action to generate information. It is therefore quite easy to figure out who are the entrepreneurial types:
- If you are analytically minded, you’ll go “oh that can’t possibly work because …”
- Whereas the entrepreneurially minded person would go “let’s give it (an affordable loss bet) a go.” Which is a point I’ve made in How to Run Smart Experiments When You Just Don’t Know.
I think you’re quite entrepreneurial, Syam, so I’m preaching to the choir here. So the answer to ‘how to find businesses like this is’:
- Figure out what a good business looks like. This is half the battle! From the comments in this thread, it’s clear that not everyone knows such businesses can exist. But I’ve laid out the pattern; now you can look for instantiations so you can recognise such an opportunity when you see it.
- Effectuate forwards, constantly testing new ideas and configurations until you find something that fulfils these requirements.
Don’t do this analytically. Do it by taking lots of affordable loss bets, and be prepared to do it over decades. Basically: think like an Asian tycoon.