The version of “AI infrastructure” written by a systems architect who spent two decades building the primitives inside public clouds — not by a model lab and not by an application company.
Every AI interaction improves someone's weights. The question is whose. Four forces are converging on the same org at the same time — and each one names a different mechanism by which the default stack converts your context into a vendor's moat.
Enterprises today face a false choice. Don't use AI and go obsolete. Use AI and export the context, the intelligence, and the learning of generations you built — quarter after quarter, prompt after prompt. Not anymore.
The four pressures above are four ways of asking the same question — whose. The default stack answers: the vendor's. Every prompt, every trace, every correction, every hard-won piece of institutional judgment gets converted into training signal for a model you rent by the token.
Sozenta is cloud-quality scale with local sovereign AI. Modernize without being left behind. Harvest your own learning to improve your org and your own weights — instead of feeding someone else's intelligence, and paying for the privilege.
Vera, Veya, and Trevi are what happens when someone who built the plumbing of two public clouds builds the plumbing for sovereign AI.
Bring a concrete workload — sovereign inference, an IC memo pipeline, a live streaming inference deployment — and shape the product around it. One email. Tell us who you are, which track, and the workload. Every application gets a reply.
The best AI infrastructure will be written by the people who wrote the last generation of it.