Data centers accounted for around 50% of all electricity demand growth in the U.S. last year, according to the IEA, far surpassing the rise in electricity usage in the residential, industrial, and transport sectors.
"Snowflake gives customers one place to bring their data together, connect the systems they rely on, and turn AI into something that actually helps teams get work done," says Baris Gultekin, VP of AI at Snowflake.
When civilian banks, logistics platforms, and payment processors share physical data center infrastructure with military AI systems, those facilities become legitimate military targets under international humanitarian law - and the civilian services housed inside lose their legal protection.
An observability control plane isn't just a dashboard. It's the operational authority system. It defines alert rules, routing, ownership, escalation policy, and notification endpoints. When that layer is wrong, the impact is immediate. The wrong team gets paged. The right team never hears about the incident. Your service level indicators look clean while production burns.
Altogether, Cloudflare reported in its 2025 fourth quarter analysis that it observed more than 180 internet disruptions worldwide over the course of 2025, ranging from short, localized incidents to multiday nationwide outages. The most dramatic outages involved physical infrastructure failures, especially submarine cables and national power grids. For example, in Haiti, Digicel suffered two separate international fiber cuts in October and November, pushing traffic on its network close to zero during one incident and triggering multi‑hour outages until repairs were completed.
A North American manufacturer spent most of 2024 and early 2025 doing what many innovative enterprises did: aggressively standardizing on the public cloud by using data lakes, analytics, CI/CD, and even a good chunk of ERP integration. The board liked the narrative because it sounded like simplification, and simplification sounded like savings. Then generative AI arrived, not as a lab toy but as a mandate. "Put copilots everywhere," leadership said. "Start with maintenance, then procurement, then the call center, then engineering change orders."