Financial markets question whether AI can justify heavy upfront chip spending.
Doubts over whether artificial intelligence can generate enough commercial returns are weighing on leveraged neocloud providers and delaying data centre listings, according to a report by UOB Kay Hian.
Financial markets are reassessing whether AI can justify the heavy upfront investment in chips, data centres and power infrastructure, the report said.
Whilst the spending is immediate, the scale and timing of the payoff remain uncertain. Investors are demanding clearer evidence of recurring revenues, productivity gains and sustainable cash flows, and are scrutinising whether companies can show pricing power, profitable demand and disciplined capital allocation.
Neocloud providers, which rent specialised computing capacity to AI developers, have been hit hardest. The report said their capital-intensive, highly leveraged business model requires them to commit large sums to GPUs and data centres before collecting revenue.
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