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Reading: The haven from the AI disruption could be a HALO
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Forex

The haven from the AI disruption could be a HALO

Editor
Last updated: February 14, 2026 2:45 pm
Editor
Published: February 14, 2026
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The haven from the AI disruption could be a HALO


It is not a correct investing theme till there may be an acronym.

I have been writing for just a few weeks about outdated financial system shares making a comeback however it’s been robust to border precisely the sorts of corporations which might be finest constructed for what’s coming.

The market is frightened by disruption and that is why software program shares have seen a large re-rating decrease, with many falling 30-50% in just a few weeks. There is a cottage trade creating in commentating on which software program corporations will truly be disrupted by AI however to me, it is robust to say within the software program and tech area because the important operate of AI is intelligence and all these white collar corporations are powered by brains not metal.

In distinction, cash has flowed into sectors and corporations that will not be disrupted by AI. I just like the framing of HALO from Compound Advisors, which stands for Heavy Belongings, Low Obsolescence.

The asset half is self-explanatory and the ‘low obsolescence’ implies that they cannot be disrupted by AI. Listed here are just a few names they spotlight:

Phillips 66 and Corning and Utilized Supplies and Vulcan Supplies and Delta and Caterpillar and Ventas and Hershey could have little or no to do with one another based mostly on typical GICS classification. However in my classification system, up to date for immediately, they’re all HALO

Prior to now, the market appreciated asset gentle fashions as a result of they required much less debt and had higher margins. While you layer progress onto that, it ends in supercharged profitability. That is led to 30-50x multiples in a crowded area however is shortly reversing as disruption is priced in.

IS capital depth immediately a superb factor?

Asset heavy corporations have been sluggish to develop due to large capital necessities however since we’re in a price chopping cycle, that debt is much less burdensome and that might be sturdy in an period of structurally excessive unemployment. It additionally implies that the businesses are nearly unattainable to disrupt — nobody is constructing a brand new coast-to-coast railway.

As well as (and I’ve made this level earlier than), enterprise capital for the previous 15 years has been so centered on tech and software program that there isn’t any cash or experience for creating startup heavy asset companies. The VC desert is the brand new moat.

However that is not all. The low margin nature of those companies has at all times been a drag on multiples however now I believe it is a possibility. These corporations cannot actually be disrupted by AI however they’ll profit from it.

Image an organization with a $10 billion asset base with revenues of $2 billion and three% margins. Assume utilities, pipelines, ports, commodity producers, railways, airways and refineries. The chance with AI is to enhance effectivity. Even boosting margins by 1 proportion level in these corporations could be a large raise to profitability and money technology. I might significantly have a look at corporations with excessive worker counts or a excessive reliance on consultants/sub-contractors that may be trimmed.

For these corporations, AI is an optimization device. If an airline can squeeze 2% gas financial savings routing, dispatch, and operations then it isn’t revolutionary however it’s a tailwind. If a refinery can optimize the gas combine, monitor operations or higher schedule downtime, it is significant.

A SaaS firm working 40% margins does not have a lot fats to optimize. However a pipeline operator or airline working 2-5% margins has huge operational floor space the place small AI-driven efficiencies compound into significant earnings progress.That is why I choose to concentrate on the low margin side.

I might quite name them HALM — Excessive Belongings Low Margin — however that is not as catchy.

I just like the framing of CNBC’s Mike Santoli yesterday who talked about eye-watering capex from corporations like Microsoft, Meta, Alphabet and OpenAI:

“The hyperscalers are spending $700 billion. That higher be killing one thing or what are we doing right here?”

How about this? Tangible Belongings, Not Killable or TANK shares.

Or perhaps MOAT shares: Large Operations, Asset-Thick.

How about RAMP: Actual Belongings, Margin Potential.

In any case, you get the concept.

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