Asia's Growth Momentum Is Spreading from AI to Exports, Industrial Investment, and Consumption

Overview

The report argues that Asia is entering one of its strongest industrial cycles since the early 21st century. Export growth in 2025 was mainly driven by semiconductors and other AI-related products, but in recent months non-AI exports, non-tech capex, and consumption have all begun to improve. Investments in energy, defense, industrial supply chain security, and energy transition will support a multi-year capex cycle alongside AI, forming a positive feedback loop through production, employment, wages, and consumption.

Core views

First, the export recovery has expanded from semiconductors and computers to capital goods, intermediate goods, and consumer goods, and destinations have also broadened from the United States to intra-Asia markets and the Middle East. Second, non-AI capital goods imports accelerated noticeably earlier than AI-related capital goods imports, indicating that industrial investment has independent and broad-based drivers. Third, the improvement in capex is promoting employment and wage growth, with consumption recovery more evident in Asian economies outside China, while China is also beginning to show early signs of improvement in margins, household income, and fiscal spending. Fourth, this cycle is driven by structural factors such as AI, energy, defense, and supply chain security, and corporate balance sheets are relatively healthy, so it may last longer than the 2016-2018 cycle.

Analysis framework

The report uses three sets of high-frequency indicators—exports, capital goods imports, and consumption—to test whether the recovery has moved beyond AI, and further breaks down the data by product category, export destination, AI relevance, and country; it also combines capex scale, corporate balance sheets, employment, wages, fiscal policy, and consumption indicators to assess transmission mechanisms and cycle sustainability.

Methodology notes

• Macro High-Frequency Indicator AnalysisExports-Capex-Consumption Three-Dimensional Validation Framework

  Assess the breadth of economic recovery through three categories of indicators that are mutually independent but have transmission relationships.

  Exports are used to measure the diffusion of external demand, capital goods imports serve as a high-frequency proxy for capex, and consumption is used to confirm whether improvements in investment and employment have transmitted to domestic demand.

• Industry Cycle AnalysisStructural Industrial Supercycle Framework

  Distinguish structural investment drivers from a general cyclical rebound in capital expenditure.

  The report regards AI, energy, defense, and supply chain security as long-term structural drivers, and assesses the sustainability of the capex cycle in combination with companies' financing capacity after deleveraging.

• Structural Decomposition AnalysisDecomposition of AI-Related and Non-AI-Related Activity

  Split exports and capital goods imports into AI-related and non-AI-related components to test whether growth is overly dependent on a single theme.

  Non-AI exports are further divided into capital goods, intermediate goods, and consumer goods, and exports are also analyzed by destination to confirm that growth diffusion is broad-based across products and geographies.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

• Asian Industrials and Capital Goods-Related Equities

  Directly benefit from non-AI capex, supply chain security, and intra-regional investment expansion.

  Strengths

  Both capital goods imports and non-AI exports have accelerated significantly, with demand sources spanning energy, defense, industrial supply chains, and broader manufacturing.

  Weaknesses

  Capex industries are typically cyclical, and earnings are sensitive to order execution, raw material costs, and financing conditions.

  Comparison

  Compared with pure AI-themed assets, demand drivers are more diversified and the potential market size is also larger.

  Risks

  A global growth slowdown, trade frictions, project delays, or rising interest rates could weaken orders and valuations.

• Asian Energy, Power Equipment, and Energy Transition Value Chain

  An important structural pillar of the industrial supercycle.

  Strengths

  Asia's energy capex is expected to be US$900 billion in 2026, significantly larger than the combined capex of AI and semiconductors.

  Weaknesses

  Project cycles are long and capital intensity is high, with returns affected by regulation, energy prices, and execution efficiency.

  Comparison

  AI accounts for only part of incremental energy demand, while industrial, residential, and commercial electricity consumption is expected to contribute more.

  Risks

  Policy adjustments, cost overruns, energy price volatility, and geopolitical conflicts may affect project returns.

• Asian Consumption-Related Equities

  Indirectly benefit through employment, wage, and wealth effects brought by improvements in exports and capex.

  Strengths

  Retail, wage, auto sales, and household credit indicators have all improved in South Korea, Taiwan, China, Japan, and India.

  Weaknesses

  China's consumption recovery still lags, and consumption in some economies is sensitive to stock market wealth effects and inflation.

  Comparison

  Consumption recovery in Asian economies outside China is currently broader and clearer.

  Risks

  A stock market correction, weakening real wages, a rebound in inflation, or insufficient fiscal support could weigh on consumption.

• Asian Semiconductor and AI Infrastructure-Related Equities

  Remain important drivers of exports and capex, but are no longer the only sources of growth.

  Strengths

  Semiconductors and other AI-related exports continue to maintain strong momentum.

  Weaknesses

  They are capital-intensive and sensitive to AI investment expectations, technology cycles, and valuation changes, with relatively limited spillover effects on broad employment and consumption.

  Comparison

  Non-AI exports and capex are catching up, while the absolute scale of energy and broader industrial investment is larger.

  Risks

  A slowdown in AI capex, oversupply, export restrictions, or technological iteration could bring downside pressure.

• China Consumption and Non-Commodity Industries

  Supported by export diffusion, margin improvement, wage growth, and accelerated fiscal stimulus.

  Strengths

  Household income growth rose from 4.9% in the first quarter to 5.6% in the second quarter, while industry margins and fiscal spending showed marginal improvement.

  Weaknesses

  The consumption recovery is still in an early stage and clearly lags other Asian economies.

  Comparison

  Compared with South Korea, Taiwan, China, Japan, and India, China's domestic demand recovery has lower certainty and higher policy dependence.

  Risks

  Margins and wage improvements may not be sustained, fiscal spending may fall short of expectations, or structural constraints on consumption may persist.

Key data

• Non-AI-Related Export GrowthAnnualized growth of 25% since October 2025; year-over-year growth of 17%The year-over-year growth rate reached an eight-year high, excluding the impact of the low base during the pandemic.
• Export Sample Coverage76% of exports in the Asian regionThe industry export analysis covers China, India, Indonesia, South Korea, Taiwan, China, Australia, and Japan; June 2026 data are estimates.
• Non-AI-Related Capital Goods ImportsYear-over-year growth of 18%; annualized growth of 28% since October 2025The year-over-year growth rate was the highest since May 2018, excluding the impact of the pandemic base.
• Asia's 2026 Energy CapexUS$900 billionHigher than the combined US$380 billion capex of AI hyperscalers and semiconductor companies.
• Asia's 2026 AI and Semiconductor CapexUS$380 billionOf which AI hyperscalers account for approximately US$130 billion and semiconductor companies approximately US$250 billion.
• Asia's Overall Capex ScaleApproximately US$12 trillionAI-related spending accounts for only a relatively small portion, while energy, defense, and broader industrial investment are larger in scale.
• Asia's Share of Global Industrial Value AddedClose to 50%Asia is at the center of supply chains for AI hardware, semiconductors, energy transition, defense equipment, intermediate goods, and capital goods.
• Retail Sales in South Korea and Taiwan, ChinaRose to 46-month and 28-month growth highs, respectivelyJune 2026 data, supported by wage growth and the stock market wealth effect in the first half of 2026.
• Japan's Real Private ConsumptionYear-over-year growth of 2%The three-month moving average growth rate in June 2026 reached a 38-month high, and the real consumption index has recovered to pre-pandemic levels.
• India's Wages and Household CreditWages grew 7.8% year over year; household loans grew by more than 15% year over year for five consecutive monthsWage growth in the second quarter of 2026 rebounded significantly from the low of 4.4% a year earlier.
• China's Household Income GrowthYear-over-year growth of 5.6% in the second quarter of 2026Higher than 4.9% in the first quarter, with preliminary improvement also seen in margins for non-commodity industries.

Impact & implications

The broadening recovery is favorable for Asian industrials, capital goods, intermediate goods, energy, power equipment, defense supply chains, and consumption-related assets, and reduces the vulnerability of regional growth being entirely dependent on AI capex. If exports and capex continue to improve, employment, wages, and consumption may form a self-reinforcing cycle. Consumption transmission is clearer in economies outside China, while China depends more on further improvements in corporate margins, wages, and fiscal spending. Strong growth may trigger central bank rate hikes, but the report believes that such countercyclical tightening triggered by stronger growth would be relatively limited in its damaging impact on this cycle.

Risks

• If AI capex slows significantly, it could still drag on demand for semiconductors, computers, and related infrastructure.
• Strong growth may prompt Asian central banks to raise rates, and rising financing costs could suppress capex and valuations.
• China's consumption recovery still lags, and the transmission of margins, wages, and fiscal stimulus to consumption may be weaker than expected.
• A stock market correction may affect consumption in economies such as South Korea and Taiwan, China through a negative wealth effect.
• An acceleration in Japan's headline inflation in the second half of 2026 may temporarily push real wage growth back into negative territory.
• Trade frictions, export restrictions, and geopolitical conflicts may disrupt Asia's exports and industrial supply chains.
• Some industry data cover only about 76% of regional exports, and June 2026 data include estimates, so there may be revision risk.

What to watch

• Whether non-AI exports can maintain double-digit growth, and whether consumer goods exports can continue catching up with capital goods and intermediate goods.
• The growth rate of non-AI capital goods imports and the extent of their diffusion across energy, defense, and industrial supply chains.
• Whether intra-Asia exports can continue to lead, and the recovery in exports to the United States and the Middle East.
• Whether improvements in employment, wages, and corporate margins can continue to transmit to private consumption.
• The pace of China's fiscal stimulus deployment, margins in non-commodity industries, and household income growth.
• High-frequency indicators for retail, auto sales, and credit in South Korea, Taiwan, China, Japan, India, and Malaysia.
• The magnitude of rate hikes by Asian central banks due to stronger growth and their impact on the capex cycle.
• Relative incremental changes among AI, semiconductor, and non-AI industrial capex.