About the practice
Built by operators who have run the layers beneath it since 2008.
That is the year founding practitioners first built production machine-learning infrastructure for an enterprise security vendor, at petabyte scale, before the market had a name for it. The practice has been operating the infrastructure and security that AI runs on ever since.
Subnet345 is not a general AI consulting shop. It is the specific practice that results from thirty years of infrastructure operator tenure, eighteen years of SOC-floor delivery, named U.S. patents in network infrastructure, and a private AI platform built and operated in production.
We scope only for regulated work our practitioners have actually delivered. Where an engagement exceeds our operated posture, we say so at scoping.
Infrastructure tenure30+ years · datacenter · hybrid-cloud · global transformation programs
Security floor18+ years · SOC operations · detection engineering · AmLaw-100 delivery
AI practice origin2008 · petabyte-scale ML infrastructure · enterprise security vendor
Private AIMulti-node GPU inference fabric · self-hosted endpoints · agent systems · fine-tuning pipelines
Compliance baselineSOC 2 · HIPAA · GDPR · industry-standard architecture frameworks
PostureU.S.-based · sovereign-region delivery on request · federal-adjacent history