- Essays··8 min read
Two Billion in Puebla, and Ovens Come First
Grupo Bimbo's $2 billion programme to modernise more than thirty Mexican plants is, in operational terms, a programme about ovens, packaging lines and low-emission trucks — the substrate on which any forecasting model must sit. The trade press writes it up as an AI story; the plant manager reads that coverage with a shrug. This piece stages the sequence correctly and considers what concurrent sector-wide CapEx cycles mean for competitive advantage by 2030.
manufacturingfood-industrycapital-expendituredemand-forecastingRead - Essays··9 min read
The $700 Billion Bet Wall Street Just Stopped Believing
Alphabet, Microsoft, Amazon, Meta, and Oracle collectively plan $660–$690 billion in AI infrastructure capex for 2026, yet in July all four companies reporting quarterly results fell on the day despite beating headline metrics. Against that spend, direct AI services generate roughly $25 billion in revenue—a 25:1 ratio that bond and equity markets are now treating as structural risk, not a bridgeable gap. Wall Street has stopped awarding a premium for announced ambition and is demanding contracted margin instead.
ai-infrastructurehyperscalerscapital-expendituremarket-analysisRead