The HALO Effect: Heavy Assets, Low Obsolescence in the AI era
From “Capital Light” Dreams to “Capital Heavy” Reality
For the last decade, investing felt almost effortless.
You didn’t need factories.
You didn’t need infrastructure.
You didn’t need heavy capital.
All you needed was scalability.
Software dominated. Asset-light businesses commanded premium valuations. The market rewarded anything that could grow fast without needing much physical investment. It was a world built on code, not concrete.
And for a long time, that worked.
But markets don’t stay in one regime forever.
Today, something much bigger is happening beneath the surface—something most investors are still underestimating. Capital is rotating, not out of technology entirely, but into something that had been largely ignored: the real, physical backbone of the global economy.
This shift is what Goldman Sachs calls the HALO effect—Heavy Assets, Low Obsolescence . And from a trader and investor perspective, it may be one of the most important structural changes of this cycle.
From Capital-Light to Capital-Intensive
To understand where we’re going, you have to understand where we’ve been.
After the Global Financial Crisis, interest rates collapsed and liquidity flooded the system. In that environment, the market naturally favored long-duration growth. Companies that didn’t require heavy capital—software, platforms, digital services—became incredibly valuable. Their margins were high, their scalability was unmatched, and their need for reinvestment was minimal.
The result? A massive valuation gap between “capital-light” and “capital-intensive” businesses. Growth stocks traded at significant premiums, while industries tied to physical assets—energy, utilities, industrials—were often viewed as outdated or inefficient.
That equilibrium began to break after the post-COVID inflation shock.
Higher interest rates, supply chain disruptions, geopolitical fragmentation, and a renewed focus on national security all combined to change how markets think about value. Suddenly, resilience mattered. Capacity mattered. Infrastructure mattered.
And most importantly, scarcity started to matter again.
The Repricing of Scarcity
We are now in a market where the most valuable assets are no longer the easiest to scale—but the hardest to replicate.
Factories take years to build.
Energy systems require enormous capital.
Power grids, pipelines, and transport networks are constrained by regulation, cost, and time.
These are not assets that can be disrupted overnight by a better algorithm.
This is the core of the HALO framework:
Heavy Assets: Businesses built on substantial physical capital with high barriers to entry
Low Obsolescence: Assets that remain economically relevant across cycles and technological shifts
In simple terms, these are businesses that are both difficult to build and difficult to replace.
And markets are beginning to reward them again.
Since 2025, capital-intensive companies have outperformed their capital-light counterparts by a meaningful margin, with some estimates showing roughly a 35% outperformance . At the same time, the valuation gap that defined the last decade has narrowed significantly, not because tech collapsed, but because asset-heavy businesses have been re-rated higher.
This is not a crash. It’s a rotation.
AI: The Double Shock No One Is Pricing Correctly
Artificial Intelligence is accelerating this shift—but not in the way most people expect.
The common narrative is that AI will create massive winners in software. And that’s partially true. But what’s being missed is the second-order effect.
AI is doing two things at the same time.
First, it is compressing the advantages of capital-light businesses. As AI lowers the cost of information processing and increases competition, it becomes harder for software companies to maintain their historical margins and differentiation. The market is beginning to question the durability of those profits, which is why we’ve seen pressure in certain software valuations.
Second—and more importantly—AI is forcing the biggest technology companies to become capital-intensive.
To stay competitive, hyperscalers are investing at an unprecedented scale. Since 2022, they are expected to deploy approximately $1.5 trillion in capital expenditures, with 2026 alone potentially exceeding $650 billion . That’s more than what many of these companies invested over their entire history prior to the AI boom.
In other words, the companies that defined the “asset-light” era are now becoming some of the largest builders of physical infrastructure in the world.
AI is not just a software story.
It’s an infrastructure story.
Why the Real Economy Is Back in Focus
Several macro forces are reinforcing this shift.
Higher interest rates have fundamentally changed how investors discount the future. When rates were near zero, long-term growth was incredibly valuable. Today, cash flow and tangible assets matter more.
At the same time, governments are actively directing capital toward infrastructure, energy independence, and supply chain resilience. Globalization is no longer taken for granted. Countries want control over production, logistics, and resources.
This has triggered a new capex cycle. Corporations are investing again. In fact, the capex-to-sales ratio has reached multi-year highs, reversing a decade of underinvestment .
Manufacturing is also regaining importance relative to services, and historically, that environment favors capital-intensive sectors. When physical output increases, businesses tied to production, transport, and energy tend to outperform.
All of this creates a powerful tailwind for HALO-type companies.
Seeing the Market Through a Different Lens
From a trading and investing standpoint, this is where the opportunity lies.
Most investors are still looking at the market through the old lens:
“Where is the next big software winner?”
But the better question today might be:
“Where is the next bottleneck?”
Because bottlenecks create pricing power.
Scarcity creates returns.
And right now, the bottlenecks are in the real economy.
Energy production.
Electric grids.
Industrial capacity.
Data center power.
Even within the AI ecosystem, the most critical constraints are no longer algorithms—they’re electricity, cooling, and infrastructure.
That’s why companies tied to energy solutions, grid stability, and power generation—like Bloom Energy—are becoming increasingly relevant. They sit at the intersection of AI demand and physical infrastructure, benefiting directly from the massive buildout required to support the next generation of compute.
The Rotation Is Real—But Not Overcrowded
One of the most interesting aspects of this shift is that, despite strong performance, positioning is still relatively light.
Capital has started to flow into value and capital-intensive strategies, but long-term allocations remain far from extreme. In fact, many portfolios are still heavily skewed toward the winners of the previous cycle.
This suggests that the rotation may still have room to run.
At the same time, earnings expectations are beginning to shift. Capital-intensive companies are now projected to deliver faster earnings growth in the coming years, while returns on equity for capital-light businesses are expected to remain flat .
This is a meaningful change in narrative.
For years, asset-light businesses justified their valuations through superior growth and profitability. If that advantage begins to fade, even slightly, the market has to reprice the entire structure.
What This Means for Your Portfolio
This isn’t about abandoning technology or chasing the latest macro trend.
It’s about understanding that the foundation of the market is shifting.
The goal is not to replace one extreme with another, but to rebalance your thinking.
You want exposure to innovation—but also to the infrastructure that enables it.
You want growth—but also durability.
You want opportunity—but also protection.
At Grow Your Pile, this is exactly how we think about portfolio construction. Every position has a role. Some generate income. Some provide upside. Some act as protection.
And increasingly, the role of real assets—of HALO businesses—is becoming more important.
Because at the end of the day, the market rewards what is scarce.
Final Thought
Every cycle has a blind spot.
In the last cycle, investors ignored valuation.
In this cycle, they may be ignoring scarcity.
The HALO effect is not just a theory. It’s a signal that capital is being reallocated, that the market is repricing what matters, and that the next set of winners may look very different from the last.
The question is not whether this shift is happening.
The question is whether you’re positioned for it.
Value Section: How to Start Thinking Differently
Instead of asking what’s trending, start asking:
What takes years to build?
What requires massive capital?
What can’t be easily replaced or disrupted?
What becomes more valuable as AI scales?
When you begin to look at the market through that lens, opportunities start to appear where others aren’t looking.
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Reference
Based on insights from Goldman Sachs:
“The HALO Effect: Heavy Assets, Low Obsolescence in the AI Era”