Are You Making This Costly Million-Dollar Mistake? Here’s How to Avoid It
Let’s face it—uncertainty is unnerving. No one likes walking into a meeting or making an investment decision and saying, “Well, I have no idea what’s going to happen.” Yet, what if I told you that embracing uncertainty could make you smarter, richer, and maybe even a little bolder in business? Let me share with you a story about a solar farm, a group of cautious investors, and a little thing called “embracing the unknown.”
The Big Solar Bet: Sunrise Solar Park
Picture this: A group of sharp-suited investors sitting around a table, poring over documents about a shiny new solar farm—"Sunrise Solar Park." The farm's developers have done their homework: they’ve just upgraded the technology, and they’re promising that this thing will be a cash cow in a few years. The plan? Ramp up the solar farm’s capacity from 70% to 90% in three years and keep selling energy at $50 per megawatt hour (MWh).
The investors are intrigued but cautious. They’ve been promised a sweet deal: the developers say that for the next five years, they’ll guarantee $15 million in annual revenue, even if the sun decides to take a vacation. Sounds good, right? If the farm doesn’t hit that number, the developers will cover the shortfall.
But these investors didn’t get where they are by taking everything at face value. The spreadsheets tell them the farm should be pulling in more than $15 million by year two, so they figure, "Eh, the guarantee is a nice-to-have, but it’s not going to be worth much."
Spoiler alert: They were wrong.
The Problem with Playing It Safe
In business, we often want to believe that things will go as planned. Forecasts? On point. Revenues? Just as predicted. It’s like driving on a straight road with no speed bumps or detours—boring, but you’ll get where you want to go. But what if there’s a storm up ahead? Or construction? Or, let’s face it, an asteroid? That’s where the real value of uncertainty comes in.
So back to our investors. Their initial analysis looked something like this:
Projected Revenue Without Uncertainty (in millions):
So maybe the farm dips below the guarantee in year one, but from year two onward, things look great. No sweat, right?
But here’s the catch: What if they didn’t look at this deal like a straight line? What if they started asking themselves, “What if things don’t go as planned?”
What Could Go Wrong? A Lot, Actually
Enter uncertainty. What if the sun decides to hide behind clouds for a while? What if there’s an equipment malfunction? Or what if the energy market tanks, and suddenly the price per MWh is dropping faster than an undercooked souffle?
The investors realized they needed to factor in some “what ifs.” So, they fired up a Monte Carlo simulation—fancy talk for running a ton of possible future scenarios through a computer to see what might really happen.
Here’s what they found when they threw in some real-world variables:
Crunching the Numbers: Welcome to Reality
After thousands of simulations (because why settle for one reality when you can have 10,000?), the numbers started to tell a different story:
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Uh-oh. It turns out, there’s a pretty decent chance—more than 80% to be exact—that in the first year, the solar farm’s revenues will fall short of that $15 million guarantee. Not only that, but even in year two, there’s still a 45% chance they won’t hit the mark.
Now let’s talk about shortfalls. The shortfall for the first year is most likely between $0.5 million and $3.7 million (the 80th percentile interval), with an expected value of $2.0 million (a little above the orange median value of $1.8 million)!
This number drops to $1.3 million on average in Year 2, and gradually declines over the five-year period, reflecting the growing likelihood of revenues surpassing the guaranteed amount. By Year 5, the expected shortfall falls to just under $1.1 million.
When we sum it all up, the net present value (NPV) of the guarantee, incorporating uncertainty, is a striking $5.7 million, compared to the initial estimate of only $1.0 million without considering uncertainty. This stark increase clearly shows that accounting for uncertainty reveals the true value of the guarantee, turning what was once considered a minor safety net into a significant part of the deal’s risk management strategy.
What’s the Lesson Here?
By factoring in all those uncertainties, our cautious investors suddenly had a whole new perspective. What they initially saw as a near-worthless cushion turned out to be a substantial safety net, offering far more protection than they had realized. This insight didn’t just change their view of the deal—it gave them confidence in moving forward, knowing the guarantee provided valuable security against the very risks they were concerned about.
But the bigger lesson here is something all of us can apply in business: Uncertainty isn’t a bad thing. It’s not something to shy away from. In fact, when you lean into it, you might just discover hidden values that single-point forecasts fail to show you.
Imagine all the scenarios where you just go with your gut, thinking, “Everything will be fine.” Now, what if you zoomed out and started exploring all the “what ifs?” Sure, it might feel like opening a can of worms, but it could also be the key to making better, smarter decisions.
Why You Should Embrace the Unknown
Here’s the thing: We’re all navigating uncertainty, whether we like it or not. Whether you’re buying a solar farm, launching a product, or simply planning next quarter’s budget, nothing is guaranteed. But by acknowledging that, by recognizing that uncertainty is always in the room, you can make choices that prepare you for a wider range of outcomes.
The investors in this story didn’t get lucky—they got smart. They didn’t just roll the dice and hope for sunshine; they ran the numbers, looked at the risks, and made decisions that gave them leverage and peace of mind.
So next time you find yourself squinting at a forecast that seems too good to be true, ask yourself: “What am I not seeing? What don’t I know?” Dive into those uncertainties. You might just discover they hold more value than you think.
Final Thought
Business, like life, is full of unknowns. But that’s not something to fear—it’s something to explore. Because the companies, investors, and leaders who know how to navigate uncertainty are the ones who thrive when the unexpected inevitably happens.
Who knows? That cloudy solar farm deal might just be your brightest investment yet.
Gestionnaire, analytique et gestion des risques | PMI-RMP | CRM | CD
5 个月As always, love your work Torsten.
Senior strategic planning and business case risk analyst, decision science practitioner and advisor. Author: Business Case Analysis with R - Simulation Tutorials to Support Complex Business Decisions
5 个月Nicely presented!