You're Making a $10M Decision. Without $10M Worth of Information.
Every founder reaches a point where a major decision is sitting in front of them.
Restructure the business. Pivot the product line. Enter a new market. Bring in a partner. Sell. The decision feels urgent, the direction feels obvious, and the founder is ready to move.
What's missing, almost without exception, is the information that would tell them whether their instinct is right.
Not because the data doesn't exist. It does. It's sitting in their own business, in their own numbers, in their own customer base. But most founders are running their companies off top-line revenue and gut feel, reviewing the number that tells them whether things are generally up or down, and making directional decisions from there.
That works at the early stage, when the company is small enough that the founder can feel everything. It stops working the moment the business has enough complexity that top-line revenue stops telling the whole story.
By the time a founder is making a decision with seven or eight figures attached to it, they are almost always working with a fraction of the information they need.
Confidence is not the same thing as information. Most founders have plenty of the first and not enough of the second.
How It Happens
The pattern is consistent across industries and company sizes.
A founder identifies something that isn't working, or something they believe could work better, and starts building a case for change. The case gets constructed from the data points that are visible and available: top-line revenue, general sentiment, what competitors appear to be doing, what feels hard versus what feels easy. The conclusion starts to form before the full picture exists.
Then the emotional investment sets in. The founder has been thinking about this decision for weeks, sometimes months. They've told their team about it. They've started planning around it. The direction feels settled even though it was never formally decided.
By the time someone asks whether the data actually supports the direction, the founder isn't evaluating the decision anymore. They're defending it.
This is one of the most expensive patterns I see in founder-led companies. Not because founders make bad decisions. Most of the time their instincts are directionally right. But instinct without data is a starting point, not a strategy. And a major strategic move built on incomplete information carries risks that don't show up until after the decision has already been made.
A founder's instinct is one input. It's the most important one. It's not the only one.
What the Missing Information Actually Costs
The cost of deciding without complete information isn't always immediate. Sometimes it takes a year to surface. Sometimes longer.
A company restructures around a new direction and loses the customers it had built its best economics on. A product line gets deprioritized because it felt harder to scale, without anyone running the numbers on what it was actually generating per client versus what the replacement would generate. A market expansion gets launched before anyone understood what the current market still had to offer.
In every case, the decision made sense with the information the founder had. It didn't hold up against the information they didn't have.
The other cost is strategic. Founders who move on incomplete information tend to move in the direction that feels most comfortable rather than the direction the data would point them. That's human. It's also how companies end up doubling down on what's exciting at the expense of what's working.
Exciting and working are not the same thing. When a founder is operating off gut feel instead of data, it's very easy to confuse them.
The Three Questions That Change the Decision
Before any major strategic decision gets made, there are three questions that need honest answers. Not estimates. Not assumptions. Actual data.
The first is: what does the current business actually tell you?
Not top-line revenue. The full picture. What's the margin by product, service line, or customer segment? Where is the time actually going, tracked, not guessed? What does the customer data say about what people value, what they finish, what they come back for, and what they tell other people about? Most founders are surprised by what the numbers say when they look at the business at this level of detail. The thing they were planning to move away from is often the thing that's been carrying the company.
The second is: what does the market actually tell you?
Not what the founder believes the market wants. What customers who have already paid money are saying about their experience. A direct survey of current customers — what they value, where they get stuck, what's missing, what would make them stay longer or refer more often — contains more useful strategic information than most market research reports. It's sitting right there and most founders never ask for it.
The third is: what does the destination actually require?
If there's an exit on the horizon, what are buyers in this space actually acquiring? What do they pay for and what do they discount? If the goal is scale, what does a scalable version of this business actually look like operationally, and what would it cost to get there? Most founders have a destination in mind but haven't mapped the gap between where they are and what that destination actually demands.
The decision looks different when you have all three answers. Most founders are making it with one.
How to Have the Conversation With Yourself
The hardest part of this isn't gathering the data. It's being willing to look at it without already knowing what you want it to say.
When a founder is emotionally invested in a direction, data that confirms the direction gets weighted heavily. Data that contradicts it gets rationalized. That's not dishonesty. It's how human decision-making works. But it means that the most important discipline in a high-stakes decision isn't analysis. It's intellectual honesty.
The most useful reframe I've found is this: separate the goal from the path.
The goal, the revenue target, the exit multiple, the market position, is usually sound. Founders are good at knowing what they want to build toward. What they're often less clear on is whether the path they've chosen is actually the most direct route to that goal, or whether it's the most comfortable one.
Ask the question plainly. If I had no emotional attachment to this direction, would the data still support it? And does this decision actually make financial sense, what does it cost, and what does it generate? If both answers are yes, move. If either answer is uncertain, get the information you're missing before you do.
A major strategic decision made with complete information and challenged instinct is one you can defend at every stage of execution. One made on confidence alone is one you'll be rationalizing when the results don't match the expectation.
What Complete Information Actually Looks Like
Complete information isn't a perfect picture. It doesn't exist. But there's a meaningful difference between making a decision with the data your own business can provide and making one without it.
At minimum, a major strategic decision should be informed by: fully loaded economics broken out by the relevant unit, whether that's product, segment, channel, or customer type. Actual time allocation across the business, where people are spending their hours, not where they're supposed to be spending them. Direct input from current customers about what they value and what they'd change. And an honest assessment of what the goal actually requires, whether that's an exit, a scale milestone, or a market position, based on what comparable companies have done, not what feels achievable from the inside.
Gathering this data takes whatever time it takes. A founder who is accustomed to fast decisions may find that uncomfortable. But the discomfort of a slower process is temporary. The cost of a major strategic decision made without the right information is not. If the outcome of the decision has a significant impact on the profitability and future of the business, it demands whatever time is required to get it right.
At the end of the day, most major business decisions come down to profit. Before any major move, two questions need honest answers: does the data support this direction, and does it make financial sense? What does it actually cost and what does it actually generate? A decision that costs more than it generates, or that reduces margin in ways that weren't fully understood before the move was made, is not a strategic decision. It's an expensive mistake that could have been avoided. If you can't answer both questions with real numbers, you're not ready to decide.
The Standard Worth Holding
The size of the decision should determine the quality of the information behind it.
A minor operational call can run on instinct. A decision that reshapes the company's direction, restructures its economics, or determines what it's worth to a buyer cannot.
The founders who build the most durable companies are not the ones who move fastest. They're the ones who know the difference between momentum and clarity, and who refuse to mistake one for the other when the stakes are high enough to matter.
Your instinct built this company. Data is what takes it where you want it to go.
Use both.
Emily Schneider is the founder of CX, a fractional COO and strategic operating partner practice serving founder-led businesses from $5M to $100M in revenue.
CX works with founders when growth, transition, or complexity has outpaced how the company actually functions.
