AI infrastructure buildout to lift US core PCE by up to 50bp, Goldman says

This analysis introduces an additional structural factor into an inflation environment already pressured by energy, a situation that discourages monetary easing and backs the argument for central banks such as the Federal Reserve and the Bank of Japan to maintain a hawkish stance into 2027. The projected 0.3-percentage-point boost for Japan is particularly significant ahead of the BoJ's meeting this week, where the central issue is whether underlying inflation has hit 2%. For bond markets, a price shock that is short-lived but well-timed could underpin short-end yields. On the equity side, the insight that AI raises prices more than it lifts growth outside Asian supply centers adds to investor focus on the returns from AI spending. While oil remains the dominant variable, AI now also exerts upward pressure from the goods side.

Artificial intelligence is leaving its mark on inflation more quickly than it is boosting economic growth, and Goldman Sachs believes the price increase will be short-lived, even if central banks must endure it in the meantime.

Summary:

• According to Goldman Sachs, the construction of AI infrastructure will push up inflation in developed economies, though the effect will differ by country and diminish by 2027.
• Memory chip costs are currently contributing roughly 19 basis points to US core PCE, while direct impacts elsewhere stand at roughly 0.1 percentage point for now.
• The maximum effect is estimated at 50 basis points for US core PCE and 20 basis points for US core CPI; for non-US developed markets, core inflation gets an average boost of 25 basis points through early 2027, reaching as high as 33 basis points above trend.
• Japan is expected to see around 0.3 percentage point and the UK about 0.2 percentage point.
• The GDP lift is small at 0.3% on average across developed markets through 2026, with Australia at 0.6%, the highest.
• Goldman points to the fact that most data center input production is concentrated among Asian exporters, which limits broader spillovers.

The worldwide construction of AI infrastructure is contributing to inflation in advanced economies, according to fresh analysis by Goldman Sachs. The investment bank projects the impact will peak at roughly 50 basis points on US core PCE inflation and then dissipate by 2027. It emphasised that the effect will differ across regions and will be short-lived.

The primary transmission mechanism is the direct pricing impact of AI hardware. Goldman calculates that memory costs alone currently contribute roughly 19 basis points to US core PCE, where such components have a bigger weighting. In other countries, direct pressures are currently smaller, about 0.1 percentage point in most cases, but Goldman anticipates they will grow as higher input costs feed into consumer electronics prices, which hold larger weights in foreign inflation indexes than in US ones.

Using that logic, Goldman forecasts that direct AI-related price pressures will increase year-on-year core inflation in non-US developed economies by roughly 19 basis points by Q1 2027, versus a maximum effect of 50 basis points for US core PCE and 20 basis points for US core CPI. When all channels are combined, the bank expects core inflation in non-US developed markets to receive an average lift of 25 basis points through early 2027, possibly as high as 33 basis points above long-run trends. Japan is projected to see around 0.3 percentage point, and the UK about 0.2 percentage point.

The secondary impact via stronger economic growth appears restrained. Goldman reckons that the AI buildup will raise GDP across developed markets by a small 0.3% on average through 2026, with Australia gaining the most at 0.6%, the euro area 0.2% and the UK 0.1%. The bank pins the limited spread on the fact that data centre component manufacturing is concentrated among Asian exporters, keeping most of the economic gains confined to a handful of supply hubs.

This analysis is significant because it introduces an additional source of upward price momentum for central banks that are already grappling with elevated energy costs. Goldman's assessment that the impact will diminish as memory price pressures subside indicates that policymakers might view it as a transitory event, yet its peak in early 2027 coincides with a time when many are still determining whether inflation has durably returned to target.