Deep AI

AI is moving from software into operations — factories, logistics networks, defense systems and infrastructure — where it has to run reliably, within cost limits, on dedicated compute and power.

We study the computing infrastructure and software required to deploy AI in demanding commercial and industrial settings, including the cost, reliability and integration requirements that determine adoption.