AI Hardware Bottlenecks Expected to Define 2026, According to deVere CEO

As global supply chains strain under the weight of accelerating AI adoption, markets are preparing for a year defined by volatility, constrained resources, and increasingly winner-takes-all dynamics.

AI is now entering a new era — not just one of expansion, but of scarcity. Nigel Green, CEO of deVere Group, predicts that AI hardware shortages will become a defining force in global markets by 2026, reshaping pricing power, competitive balance, and investment strategy worldwide.

The rush to build AI infrastructure — from data centers to high-performance compute clusters — has run into physical limitations in manufacturing and logistics. Advanced chips, high-bandwidth memory, networking equipment, and even power systems are in increasingly short supply.

“This imbalance is already pushing up prices, concentrating market gains, and raising the risk of volatility,” Green cautions. “AI demand is real and durable — but scarcity will now drive the market narrative.”

From Growth Story to Scarcity Story

Surging investment in AI hardware has turned supply allocation into a strategic battleground. Production is being prioritized for hyperscalers and major AI players, leaving others competing for limited availability.

“This is where the AI story becomes hard-edged,” Green says. “It’s about bottlenecks, allocation, and who controls the supply.”

Companies that secure multi-year procurement deals are set to dominate. Those left behind will face higher costs, delayed deployment, and margin pressure — redefining the traditional notion that innovation benefits the entire tech ecosystem.

Market Concentration Hides Fragile Foundations

Stock market performance increasingly hinges on a small cluster of manufacturers capable of delivering constrained components. This concentration masks broader sector vulnerability.

“Markets look stronger on the surface,” Green warns, “but underneath they’re becoming increasingly fragile.”

As AI demand absorbs more of the silicon supply chain, consumer electronics — smartphones, PCs, and other devices — are already experiencing knock-on disruptions, signaling likely price inflation for everyday products.

A Different Kind of Inflation, A Different Kind of Risk

While headline inflation appears controlled in many regions, tech-sector inflation is accelerating beneath the surface. Production costs are rising, and consumers are stretching upgrade cycles.

“In 2026, this divergence becomes even more visible,” Green says. Persistent hardware constraints will increase earnings uncertainty despite otherwise supportive macro conditions.

Not Every Tech Company Will Win

The assumption that innovation lifts all tech no longer holds. Scarcity is selecting winners and losers, not creating shared upside.

“AI is not lifting all boats,” Green emphasizes. “It is selecting winners and losers.”

Capital investment is locked into AI infrastructure for years ahead, concentrating benefits among companies with secure access to the most critical components — while simultaneously heightening vulnerability if demand patterns shift.

Volatility as the New Baseline

Green expects sharper market swings as supply delays, contract terms, and shifting delivery timelines translate directly into earnings surprises.

“The era of vague AI exposure is over,” he says. “Precision matters.”