The advantages of AI in business

Here is the commentary. --- The "AI in business" article is a starting gun, not a finish line. The real advantage isn’t the algorithm—it’s the ruthless re-engineering of the cost base that comes with it. We’ve moved past the era of pilot projects and shiny demos; we are now in the era of the "litmus test" where every use case must justify its silicon footprint. This signal connects directly to the compute crunch. As enterprises scale their AI ambitions, the bottleneck isn't talent or ideas—it’s the physical infrastructure in the datacenter. The businesses that win this cycle aren't just buying software; they are making architectural bets on GPU clusters, inferencing efficiency, and power procurement. Strategy is now a hardware decision. Don't get dazzled by the productivity gains. The true advantage is the data moat you build once the AI is embedded in your operational workflow. Your competitor can buy the same model, but they can't instantly buy the feedback loop you've created. The future isn't written in code. It's etched in copper and cooled by liquid. Get your compute right, or get left behind.