The Velocity Edge
The Velocity Edge · The Morning View

The Great Capital Formation Race.

Why the next AI winners will be determined less by innovation than by investment.

Francesco de Leo Kaufmann June 29, 2026 5 min read Capital · Infrastructure · Macro
$650Bglobal AI infrastructure investment in 2026
$300B+hyperscaler spend on accelerated computing
$1.3TSouth Korea’s decade-long industrial strategy
€750–800Bthe EU’s estimated annual investment gap

“The first phase of the AI Supercycle created fortunes by building intelligence. The second may create larger ones by industrialising it.”

What if financial markets are still asking the wrong question? Investors continue debating inflation, interest rates and AI valuations. The real story is unfolding elsewhere — on corporate balance sheets, sovereign investment plans and industrial capital allocation.

This year alone, more than US$650 billion will be invested globally in AI infrastructure. Hyperscalers are expected to spend over US$300 billion on accelerated computing, AI factories and data centres. South Korea has just unveiled a coordinated public-private investment strategy approaching US$1.3 trillion over the next decade to secure leadership in semiconductors, artificial intelligence and advanced manufacturing. China continues producing AI and robotics unicorns at remarkable speed. Telecommunications operators are evolving into AI infrastructure providers. Robotics is becoming investable at industrial scale.

This is not another technology cycle. It is the largest global capital formation cycle of the twenty-first century. And Europe may be far better positioned than markets currently appreciate.

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Europe is quietly assembling the ingredients

While the US leads in models and China in deployment.

Germany’s €500B mobilisation

Germany is mobilising €500 billion in infrastructure investment while introducing broad competitiveness measures — a structural commitment, not a cyclical stimulus.

The EU’s €200B InvestAI

Brussels estimates that closing its competitiveness gap requires €750–800 billion of additional annual investment — and has already launched its €200 billion InvestAI initiative.

Spain’s structural upgrade

Spain has again upgraded its growth outlook despite geopolitical uncertainty — confirming that structural investment continues to outweigh cyclical headwinds.

Markets continue to price AI largely as a software story. The next phase will increasingly reward ownership of the physical infrastructure that allows intelligence to scale: accelerated computing, electricity, fibre networks, telecommunications, robotics, mobility systems and industrial platforms.

History suggests that infrastructure has consistently generated more durable value creation than technology alone. The first phase of the AI Supercycle created extraordinary fortunes by building intelligence. The second phase may create even larger ones by industrialising it.

Today’s signals all point toward the same conclusion. The race is no longer simply to invent artificial intelligence. It is to deploy it faster, deeper and at larger industrial scale than anyone else.

Francesco de Leo Kaufmann · The Velocity Edge

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