
A mathematician turned repeat founder learned that the central challenge of industrial AI is not making a model smarter. It is giving engineers enough visibility, agency and evidence to let the model act.
It struck oil at a well called Dammam No. 7 in 1938. Nearly a century later, Aramco still moves roughly one of every nine barrels the world burns - and is quietly betting billions that its next act runs on gas, chemicals and code.