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The Rational Delusion: Managing Optimism Bias in Business
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The Rational Delusion: Managing Optimism Bias in Business

·7 mins·
Ben Schmidt
Author
I am going to help you build the impossible.

You are staring at a spreadsheet that tells a very specific story. The numbers in column B are shrinking. The burn rate in column C is steady. The projection for next month relies on three deals closing that have been stuck in procurement for six weeks.

Any rational person looking at this data would tell you to stop.

They would point to the failure rates of small businesses. They would cite the statistics that say ninety percent of startups die within the first few years. They would tell you that the odds are overwhelmingly stacked against you.

But you do not stop.

You keep going because you have a secret weapon that is also your greatest liability.

You believe you are the exception.

This is not arrogance. It is a psychological necessity known as optimism bias. It is the belief that you are less likely to experience a negative event than others. In the context of entrepreneurship it is the engine that drives innovation. If we actually calculated the risk of starting a new venture with perfect rationality nobody would ever start anything.

We need the delusion to begin.

The problem arises when we keep the delusion after the beginning. We have to ask ourselves a difficult question. How do we maintain the enthusiasm required to build something remarkable while simultaneously respecting the data that threatens to kill it?

The Inside View Versus The Outside View

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Nobel laureate Daniel Kahneman spent decades studying how humans make decisions. He identified a specific trap that founders fall into almost by default.

He called it the distinction between the Inside View and the Outside View.

When you are building your company you are operating from the Inside View. You are focused on the specific details of your situation.

  • You know how hard your team works.
  • You know the nuances of your product.
  • You know the verbal feedback you got from that one prospect.

This information feels rich and relevant. It convinces you that your situation is unique.

The Outside View ignores all of that.

The Outside View looks at the reference class. It asks a different set of questions.

  • What is the average time to close a deal in this industry?
  • What is the average churn rate for a SaaS product at this price point?
  • How many companies with this amount of funding make it to Series A?

Kahneman found that the Outside View is almost always more accurate. The Inside View leads to what is called the planning fallacy. We underestimate costs and overestimate benefits because we imagine a best case scenario execution.

I struggled with this for years. I would look at a project timeline and assume that because I knew what needed to happen it would happen without friction. I failed to account for the unknown variables that statistically always occur.

When we rely solely on the Inside View we are not making business decisions. We are making wishes.

The Cost of Unchecked Belief

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The danger of optimism bias is not that it makes you happy. The danger is that it makes you slow.

When you believe that things will naturally work out you delay critical interventions.

You might wait too long to cut costs because you believe revenue is just around the corner. You might ignore negative customer feedback because you believe they just do not get the vision yet. You might hire too quickly because you believe growth is inevitable.

Optimism acts as a buffer against reality.

In a scientific context this is effectively filtering your data. You are tossing out the data points that do not fit your hypothesis and keeping only the ones that confirm it.

If you were running a lab experiment this would be malpractice. In business it is often celebrated as persistence.

We hear stories of the founders who refused to give up. We hear about the ones who were down to their last dollar and then turned it all around. These stories are dangerous because of survivorship bias. We rarely hear the stories of the founders who refused to give up and then lost their house.

We have to decouple persistence from blindness.

True persistence is not ignoring the data. True persistence is looking the data in the face and finding a new path through it.

Optimism is fuel, not a map.
Optimism is fuel, not a map.

The Pre-Mortem Technique

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So how do we fix this? How do we keep the fire but lose the blinders?

We cannot simply decide to be more realistic. Our brains are wired to protect our egos and our investments. We need a structural mechanism to force a shift in perspective.

The most effective tool for this is the Pre-Mortem.

Most businesses do a post-mortem when a project fails. They sit around a table and discuss what went wrong. By then it is too late. The money is gone and the time is wasted.

A Pre-Mortem happens before you start or while you are in the middle of operations.

Here is how it works.

Gather your team or sit down by yourself. Fast forward one year into the future. Imagine that the company has failed. The business is dead. Bankruptcy has been filed. The doors are closed.

This is not a question of if it failed. The exercise requires you to assume it has failed.

Now ask the question: What caused it?

By framing the failure as a certainty you bypass the optimism bias. Your brain stops trying to defend the success of the project and switches to explaining the cause of the failure.

You will be surprised at what comes out.

  • We ran out of cash because the sales cycle was six months instead of three.
  • A competitor released a cheaper version and we could not pivot fast enough.
  • Our key engineer left and took the institutional knowledge with them.

These are not vague fears. These are specific risks that you are currently ignoring because of the Inside View.

Once you have this list you can return to the present. You now have a roadmap of exactly what you need to prevent. You can build contingencies for the long sales cycle. You can lock in IP protection. You can document code to protect against turnover.

Optimism as a Utility

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We should not aim to eliminate optimism. We need it to sell the vision to investors. We need it to recruit top talent who want to be part of something big. We need it to get out of bed on the days when everything is breaking.

But we must treat optimism as a utility.

It is a tool to be deployed for specific tasks not a lens through which we view every metric.

I try to compartmentalize my mindset based on the task at hand.

When I am casting vision or brainstorming product features I let the optimism run wild. I want to believe we can change the world. I want to believe anything is possible.

When I am looking at cash flow or project timelines I switch to the Outside View. I assume things will break. I assume everything will take twice as long and cost twice as much.

This creates a tension. It is uncomfortable to hold two opposing ideas in your head at the same time. It is exhausting to be a visionary in the morning and a skeptic in the afternoon.

But that is the job.

If you lean too far into skepticism you will never build anything of value. You will talk yourself out of every opportunity because the data never looks perfect.

If you lean too far into optimism you will build a castle on a foundation of sand. You will scale before you are ready and crash when the market shifts.

The goal is to be a rational optimist.

You must have an unwavering belief in the long term outcome while maintaining a ruthless discipline regarding the short term facts.

You have to be willing to look at the spreadsheet and admit that the numbers are bad. You have to be willing to say that the plan is not working.

Only then can you fix it.

We are all guessing to some degree. Business is an experiment in an uncontrolled environment. We do not know what will happen next month.

But if we stop pretending that our sheer will is enough to bend reality we give ourselves a better chance of survival.

Are you looking at your business through the lens of what you want it to be or what it actually is? The answer to that question might be the difference between the companies that last and the ones that fade away.