What the Reps Cannot See

In 2013 I was a technology portfolio manager at Fidelity. My job was to decide which tech stocks the fund owned. Most of my time was spent studying companies. The financial statements. The management calls. The trends underneath the trends. The companies I had built my career on knowing better than anyone else in the room.

That was the year SaaS software took off, and not owning it killed my year.

SaaS is software you subscribe to instead of buy. The product lives on the internet. You pay every month. Many of them were trading at twenty times their annual revenue or more, which is an extremely high price for a company. ServiceNow. Workday. Splunk. Marketo. Cornerstone. NetSuite. Salesforce. HubSpot. Most of them were unprofitable. The argument from people who liked them was always some version of the same thing. Forget the earnings. Look at the revenue growth. Look at the recurring revenue. Look at the runway.

I did not buy into the argument. It went against many of my beliefs that were forged in the dot-com bust and the financial crisis.

I had come up valuing companies on what they actually earned. I was allergic to businesses that were not making money. The argument that the right way to look at these names was on revenue, not on earnings, sounded to me like the same argument I had heard about eyeballs and clicks in 1999, right before the internet bubble burst. I had watched that movie end badly. I had been a young analyst when it did. The pattern recognition was real and it was earned.

So I stayed away and it was a bad call.

The painful part was not just the underperformance. The painful part was that I had done the work. I had looked at these companies the way I had been trained to. Earnings power. Margin trajectory. Multiple versus history. The analysis was rigorous. The analysis was the wrong analysis.

The frame I was using had been calibrated in a different regime. The frame was the thing that had stopped fitting. Not the work. Not the rigor. The way I was looking at what I saw was no longer the right way to look at the world I was operating in.

That is the part most experienced investors will not say out loud. The failure is not always the analysis. Sometimes the failure is the frame the analysis is using. And the harder thing to admit is that the frame had been built over years of real success, which is exactly what makes it so hard to question when the world has changed underneath it.

Think about a primary care doctor in February of 2020.

A patient comes in with a cough, a low fever, body aches. The doctor examines them carefully. They have seen this presentation ten thousand times. Influenza is everywhere this time of year. The frame says flu. The doctor writes a note, sends the patient home, tells them to rest and drink fluids. The exam was thorough. The frame was wrong.

Nobody in primary care in February of 2020 knew that yet. There was no other frame available, and even if there had been, the case would have looked like flu through almost any lens that was on the shelf at the time.

What separated the doctor who slowed down from the doctor who did not was not a better frame. Nobody had one. It was something quieter. A small uneasiness. A sense that the case did not quite fit, even when there was nothing else to fit it to. An extra question. A second look. A willingness to hold the working hypothesis loosely for one more beat.

The doctor who slowed down did not necessarily land on the right answer. They got to a better question. And the better question is the thing pattern recognition cannot give you.

What the doctor who slowed down had was the beginning of wisdom. Not the kind you can study for. The kind that develops slowly across years of cases, where eventually you learn that even your strongest pattern can be wrong, and the only thing protecting you is the small voice that asks whether this case is really the case you think it is.

Reps give you the frame. They tell you what the case usually is when it looks like this. Wisdom is the part that asks whether the frame still fits. Whether the way you are looking is calibrated to the world you are now in. Whether what you are looking at right now is the kind of case the frame was built for.

Pattern recognition is fast and confident. It is a tool. Wisdom is slower and quieter. It is the part that asks whether the tool is still the right tool, and whether the world the tool was built for is the world you are still in.

That was the test I failed in 2013.

I had seventeen years of reps by then. I had started in 1996. I had been a young internet analyst in the dot-com boom, naive enough to buy into the high valuations, and I had learned the hard way that companies need to make money. I had lived the dot-com bust. I had lived the financial crisis. Two cycles of evidence had pointed in the same direction. The lesson businesses need to make money had been confirmed twice, hard.

By 2013 the lesson did not feel like a lesson anymore. It felt like wisdom.

It was not wisdom. It was reps. A lot of them. Carried as if they had become something they had not yet become.

This is the part most people get wrong about wisdom. We treat it as an accumulation. Enough years, enough lessons, enough scars, and eventually it becomes wisdom. It does not. The accumulation is reps. Wisdom is the discipline of holding what you have learned loosely enough to keep learning.

The lens I was bringing to SaaS in 2013 had been ground in two of the most painful market cycles in modern history. It had been right twice in a row. It had been the thing that protected me. I trusted it completely.

I did not need to know in 2013 that rates would stay at zero for a decade or that the SaaS model would compound for the next twenty years. Nobody knew that yet. What I needed was the quieter thing. A small uneasiness that the way I had been trained to see might not be the right way to see this. The willingness to slow down and ask whether the world had changed underneath the frame I was using.

That uneasiness is what wisdom would have given me. The reps gave me conviction instead. From inside, the two felt identical.

That is what makes the move so dangerous. The reps that produce confidence and the wisdom that produces doubt can feel almost the same to the person holding them. You cannot tell from the inside which one is doing the seeing.

I did not ask. The frame was loud and I trusted it.

And I could not see the forest for the trees.

The forest in 2013 was a regime change happening at three levels at once.

The first level was the cost of capital. Interest rates had been pushed to near zero by the Fed and were going to stay there for the better part of a decade. When rates are that low, the cash flows a company will earn many years in the future are worth far more today than they would be in any normal rate environment. SaaS companies had long durable cash flow streams ahead of them. The math of low rates made those future dollars much more valuable than my framework was pricing them.

The second level was customer behavior. Enterprises were genuinely changing how they bought software. They were moving from one-time license purchases to monthly subscriptions. The revenue from a single customer was more durable than the income statement could show in any given quarter.

The third level was the supply of capital itself. Money was so available that companies could deliberately stay unprofitable for years to capture markets that would compound for decades. The unprofitability I was allergic to was not a sign of broken businesses. It was a strategy made possible by a financial environment my frame had never had to account for.

Three structural shifts. Each of them invisible from inside the income statements I was studying. All of them adding up to a new pricing equilibrium that was reorganizing my entire universe.

I was reading the trees with rigor. The forest was the thing the reps could not see.

That is the move most of us make somewhere in the middle of a career. We accumulate enough reps to feel confident. We quietly convert the confidence into something we call wisdom. We start trusting our frames as if they were the things being measured. They are not. Real wisdom takes much longer than that, and one of the markers of actually having it is knowing you do not yet.

I am a parent to teenagers and I catch myself doing the same move at home in a particular way.

My kid starts telling me about something they are going through, and almost before they have finished the sentence, a recognition fires in me. I know this. I was a teenager once. I remember exactly how this felt. I lean in with what I think is empathy. I have an answer ready before they have finished telling me what is happening.

It is the wrong move. Not because the recognition is unkind. Because the recognition is firing on my own teenage self, not on the kid in front of me. My teenage years are reps. They are not this kid. They are not this decade. They are not this world. The frame I am bringing is myself at sixteen in 1991, and what is actually in front of me is a person I love who is not me and is not living in the world I lived in.

The wise version of me does not need to know exactly what my kid is going through. The wise version notices when the old memory is doing the looking and slows down. The reps feel like understanding. They are not understanding. They are a fast match between something I once lived and something that looks like it from the outside. The work is the same as the doctor's. Hold the recognition loosely. Look once more at what is in front of you.

The reflex to trust the frame is the move I have watched most often in mid-career investors.

They have been in the seat long enough to have seen things end badly. They have a few hard-won lessons that have become real conviction. They have reps. The tell is subtle. It is the position they hold a little too long when it is going against them. It is the question they stop asking when the frame is reading most confidently. It is the slightly louder explanation of why the market is wrong.

Real intelligence. Real rigor. Real curiosity. Just not yet the wisdom to know when the frame has stopped fitting.

The senior investors I respect most all have a story like the one I just told. A regime change they did not see because the frame they had built was calibrated to a world that had moved. A position they held too long, or a position they refused to take, because the frame gave them an answer before they had asked whether the frame still fit. They earned the wisdom the hard way, which is the only way it gets earned. And the senior ones who actually have it will tell you they are still working on it. The marker of the real thing is that it never settles into the certainty the reps want to give you.

This is what humility actually is, in a working life. And humility is not a soft virtue. It is the operational shape of wisdom.

It is not modesty. It is not self-deprecation. Both of those can themselves be a performance. The real version is more specific and more demanding.

Humility is the discipline of asking whether the frame you are using still fits the world you are looking at.

It is the willingness to hold the way you see loosely while you ask whether it is calibrated to the case in front of you. It is the small uneasiness that the framework, however well-earned, may not be the right framework for the world you are now in. It is the practice of being curious about the gap between what you already know how to see and what is actually in front of you.

That practice, repeated for long enough, is what eventually becomes wisdom. Not the accumulation of lessons. The discipline of holding the lessons loosely.

I did not have that in 2013. I had a frame I trusted and a recent history that had validated it and a quiet certainty that I had seen this before. Trusting the frame did not feel like trusting the frame at the time. It felt like conviction. That is what makes it dangerous.

The frame eventually updated. The painful year was the cost.

Here is what is ironic about all of this.

The same investors who eventually capitulated on SaaS, who accepted that their frames had to be recalibrated and learned to underwrite the new regime, are now sitting in front of AI doing two things at the same time.

Worrying that SaaS is structurally impaired by AI.

Worrying that AI itself is a bubble.

Both worries are running off frames that were built in earlier regimes. Both could be right. Both could also be the reps reading the wrong thing with confidence. From inside the frame, you cannot tell which one you are doing.

The price has not been discovered yet. Nobody knows the answer.

What I know is that trusting the frame feels like conviction every time. The reps will tell you that you have seen this before. The wisdom, if you have any of it yet, will ask you whether you really have.

This week's question:

What is one lesson you are carrying as wisdom that may still just be reps?