AI Picks & Shovels Watch
A source-first guide to the power, cooling, compute, connectivity, construction, and capital systems turning AI demand into physical capacity.
6 verified developments seeded · 30 Sep 2026
Demand is becoming bankable
QumulusAI disclosed $240.9M of new three-year take-or-pay agreements covering more than 2,000 NVIDIA B300 GPUs. Alignment Engine disclosed $1.17B of four-year AMD orders with approximately $133M in prepayments.
The bottleneck is spreading outward
Corning and AT&T announced a fiber agreement valued at more than $3B. Firmus and Meta announced contracted GPU capacity plus expansion options across Southeast Asia, while Firmus says its portfolio exceeds 900MW of contracted capacity.
Power and operations become software
Delta is combining 800VDC distribution, liquid cooling, microgrids, and prefabricated AI modules. Aligned is deploying Phaidra Prism to give operators facility-specific intelligence across its portfolio.
What we are watching next
Optical bottleneck: connectors, lasers, transceivers, specialty glass, and test equipment beneath the headline fiber suppliers.
AMD supply chain: server makers, Ethernet fabric, liquid cooling, and Ohio power infrastructure around MI355X / MI455X deployments.
AI for AI infrastructure: BMS, EPMS, commissioning intelligence, predictive maintenance, and operator portals.
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