AI Propping Up GDP

In case you haven't heard, AI is propping
up GDP growth in 2025 and uninitiated

CEOs think that means they have time.

They believe that any actions they
take will be regarded as noise.

They're reading the signal backwards.

The time to move faster is when
your competitors are distracted.

Let's just say that it's a good
thing when larger, more established

incumbents are too self-absorbed
to figure out what you're planning.

Here's the chaos and threat posed
by an AI infrastructure bubble.

Massive capital flowing into data centers,
semiconductors, cloud infrastructure,

foundation model training, all
generating constant headlines, analyst

coverage and executive attention.

Every infrastructure announcement,
every foundation model release,

every strategic partnership creates
high signal to noise that saturates

the information environment.

Rational business leaders can't
look away because it feels like the

race has to be run by everybody.

But here's what a lot of advisors miss.

The bubble is only a threat to the
players, companies trying to compete

on AI infrastructure spending, Fortune
five hundreds, hyperscalers, tech giants

burning through hundreds of millions on
data centers and new foundation models.

Middle market companies
aren't players in that game.

They've adopted a superior approach.

Fortune 500 companies trade
capital for capabilities that

depreciate in 18 to 24 months.

Middle market companies, They're
cultivating grit and intellect,

which will yield enduring advantage.

The noise and chaos the big
transnational companies are

creating is your concealment layer.

Middle market companies are caught
in what I call the messy middle.

You're too big to use
off the shelf solutions,

Zachary Alexander: as is in your business.

Complexity demands customization,
but you're too small to fund

a hundred million dollars

foundation models like
Fortune 500 companies or build

massive megawatt data centers.

While Fortune 500 companies are locked
in expensive infrastructure plays

and startups are limited to generic
tools, you can adopt a drone maker

mentality, building custom capabilities
with consumer grade AI tools.

While Fortune 500 companies burn through
hundreds of millions of dollars watching

each other, you're building enduring
advantage for a fraction, I mean, a

minuscule fraction of the cost Let me
show you the math that makes the urgent.

AI capabilities double every seven months.

Not improving doubling.

That means any competitive advantage
you build today using current AI has

an 18 to 24 month life-span before
your competitors can replicate

it with better tools for cheaper.

Traditional strategy assumes
advantage compounds over time.

Build a mote, defend it, watch
it, strengthen that math.

It's backwards now.

In an abundant AI environment,
advantages decay unless they're

designed to compound automatically.

Here's what that looks like in practice.

You build a custom AI workflow today
that gives you a six month lead.

Seven months from now,
AI capabilities doubles.

Your computer can now build six month
advantage in three months with half

the effort, another seven months.

They can replicate it in six weeks.

The question isn't
whether they'll catch up.

It's whether your advantage is designed
to stay ahead of exponential decay.

This is why infrastructure
spending is a trap.

This is why traditional
infrastructure spending is a trap.

You're buying depreciating
assets in an accelerated market.

Every data center, every foundation
model every enterprise AI platform, it's

all table stakes within 18-24 months.

The only advantages that survive
are the ones that get stronger

as AI gets better,

Let's talk about what's
hiding in the noise.

That's Clayton Christensen's entire
book, disruptive Innovation, the

Bible of Asymmetric Business Strategy.

It's a 300 page explanation of
taking market share while incumbent

say there's nothing to see here.

Here's why incumbents can't respond
even when they see you coming.

Organization, immune systems, large
companies have built sophisticated

processes to filter out noise,
prioritize high margin customers, and

maintain focus on their core business.

These aren't mistakes.

There's survival mechanisms
that were honed over decades.

Unfortunately they aren't
effective against drone strategies.

They have become strategic blind spots.

In an AI abundant environment,
incumbents have trained themselves to

ignore exactly what you're building.

When someone finally raises the alarm.

The response is predictable committee
formation, analysis paralysis,

approval chains, and budget cycles.

By the time they schedule a meeting to
discuss the meeting about your approach,

you've already captured the territory.

This isn't incompetence,
it's organizational physics.

Turning a Fortune 500 company is
like turning an aircraft carrier.

You a speedboat.

You can change directions in
hours while they're measuring

the turning radius in quarters.

The uninitiated will think the strategy
hinges on willful blindness or arrogance.

It doesn't.

It undermines common
business practice itself.

It subverts the 80 20 rule.

The idea that 80% of your profits
come from 20% of your customers.

that rule forces you to focus on high
signal customers, which sets your

signal to noise ratio too high to
detect threats lurking in the noise.

Keep in mind the entire media ecosystem
reinforces it by amplifying high signal

content, which effectively provides cover.

It lulls them into a false sense of
security and creates group think.

They believe if everyone is saying
the same thing, then it must be right.

So what else lives in this noise?

Right now?

The 80% they're trained to ignore.

Start with the most visible social media
content community building, and for

most executives, the small customers.

Executives consume LinkedIn posts,
YouTube analysis, podcast insights,

but dismiss the creation of that
contents as low priority marketing work.

Then there's the operational work
legacy system integrations, processes,

buried in departments that don't
show up on strategic roadmaps.

The infrastructure that's actually
runs businesses but doesn't

generate board level discussion.

So where are the actual
opportunities, not theoretical gaps?

Real business territory you can capture
while your competitors are distracted

by infrastructure announcements.

Start with customer pain points.

Your competitors have abandoned.

Fortune five hundred's,
optimized for scale and margin.

They've systematically walked away
from anything that doesn't fit

their financial engineering decrees.

Look at custom requests they've declined
Service tiers they've eliminated.

Market segments they've deemed too small.

That's abandoned territory.

It's often 10 to 20% of total
market revenue sitting there waiting

for someone willing to serve it.

Here's the key.

The customers they abandon
are the ones most frustrated

with standardized solutions.

They're already primed to switch.

Next, look at your own operational
bottlenecks that you've

been living with for years.

the manual processes your team
complains about, but nobody fixes

because that's just how we do it.

The data stuck in legacy
systems that requires three

people and two days to extract.

The client onboarding that takes six
weeks when it should take six hours.

Your competitors customers
have the same bottlenecks.

They're too busy watching the AI
infrastructure race to fix ' em.

You can automate these with
consumer grade AI tools.

Cut your cycle time by 80% and
turn operational efficiency into

a customer acquisition advantage.

You're not just faster.

You're offering value
, nobody else can match.

Third, integration gaps
between best of breed tools.

Every company is running
different software platforms.

CRM, ERP, project management,
communication tools, analytics.

Fortune five hundred's, throw enterprise
integration platforms at this problem.

Six figure implementations,
nine month timelines.

Consultants everywhere.

You can build custom integrations that
you own with Augment code MCP Service and

Claude skills and a weaken if need be.

Every integration you build
is a compound advantage.

Better data flow, faster
decisions, fewer errors.

While they're in month four of
their integration roadmap, you're

already deployed 10 custom workflows.

Finally look for category
creation opportunities disguised

as future improvements.

Markets where customers are
cobbling together three different

products to solve one problem.

Where their incumbent solution was
built for yesterday's workflow and

everyone's working around its limitations.

These aren't disruption plays that
threaten anyone's core business.

They look like nice to have
improvements until you've captured

the workflow and own the category.

By the time competitors realize
that you've created a new standard.

Customers won't switch back
because you become infrastructure.

Look for high value, high friction
territory that incumbents have

abandoned, ignored, or outgrown.

That's where the drone
maker mentality wins.

You're not fighting for
their core business.

You're taking everything
they left undefendant.

To those who have adopted
the drone maker mentality.

This is the perfect environment
for strategic success.

We call it phantom threat saturation,
the principle, you can navigate an

opportunity space and take any action as
long as you don't break the noise floor

and show up on your competitor's radar.

And if you do break the noise floor,
you do it in a way that makes you appear

small and disorganized like a flock of
birds on the radar rather than a single

combat drone or UAV unmanned aerial
vehicle in a threat saturated world.

Individual signals that look harmless get
ignored until the pattern becomes clear.

By then the deed is done.

Now let's talk about the asymmetry
phantom threat saturation creates.

Defense is exponentially
more expensive than offense.

You're forcing them to maintain
constant vigilance, scanning for

threats across every attack surface.

Identifying roaring villains, patching
holes as fast as you can create them.

But here's the problem.

Every patch increases
the system complexity.

Every defensive layer adds new
feature modes and engineering.

This is obvious.

Patcher bridge enough times and
the structural integrity degrades.

Each repair weakens the hole
until catastrophic failure.

The same principle applies to
strategic positioning, except

the brittleness is invisible.

They're patching their moat while
you are already inside the perimeter.

This is in theory, we're watching
it play out in real time.

Massive investments in air defense
systems, integrated radar networks,

command and control infrastructure
being deleted on a daily basis.

Hundreds of millions in
defensive capability designed

to stop sophisticated threats.

Consumer drones, modified quad copers,
FPV racing drones with explosive payloads.

Each drone costs 500 to $2,000.

Each air defense system
costs 500,000 to 3 million.

The math is brutal, but
here's the key insight.

It's not about overwhelming
the defense with numbers.

It's about forcing impossible
resource allocation decisions.

Shoot down every $1,000 drone
with a $1 million missile.

You run out of missiles.

Ignore the drones.

They take out your $50
million air defense system.

Choose what threats to engage.

We're inside the decision loop
striking while you're still analyzing.

The same principle applies
to business strategy.

Force your competitors to defend
everywhere while you strike

where they're not looking.

The infrastructure bubble
isn't your problem, it's their

resource allocation trap.

So where do we start?

Three moves that cost almost
nothing but compound geometrically.

First, audit your portfolio of projects.

Prioritize those that can be operated
below the competitor's radar.

You don't wanna raise suspicions
or cause any undue concerns from

competitors with many more resources.

Second build signal discipline.

Continuously hunt for signals
that alert you to the emergence

of new opportunity spaces and
shortcomings in your competitors

defenses that you quickly exploit.

Speed matters, however, developing
novel solutions matter more.

Third, cultivate a drone
maker mentality in your team.

Reward novelly over perfection.

value adaptive intelligence
over rigid policy adherence.

Celebrate small wins because those
wins compound over time and will

strengthen your team's resolve.

Look

fortune 500 companies are burning hundreds
of millions on AI infrastructure that

will be table stakes in 18 months.

They have to, you don't.

You can adopt the drone maker mentality
and build enduring advantage while they're

distracted by the bubble they created.