Est. 1993 in Brea, CA · Based in Prescott, AZ
About Global Virtual Networks
Three decades of engineering excellence — from enterprise software and healthcare systems to the frontier of artificial intelligence. Serving the medical industry, government sector, and AI landscape.
Our Story
From Enterprise Software to AI Frontier
Global Virtual Networks was founded in 1993 in Brea, California as a regional Internet Service Provider (ISP) and technology firm. In those early years, we provided the literal baseline infrastructure to get Orange County online—delivering dial-up, building the first community websites, and installing early broadband lines. As our client base grew, so did the stakes.
We began serving hospitals, government agencies, and other institutions where technology failures aren't just inconvenient — they're unacceptable. We manage 988 Suicide & Crisis Lifeline applications for hospital networks, build secure systems for government entities, and deploy infrastructure that medical professionals depend on every day.
When the AI revolution arrived, our deep experience in systems architecture provided the perfect foundation. We didn't just adopt AI tools — we became engineers of AI itself, bringing three decades of production discipline to the frontier of artificial intelligence. Today, GVN operates as a premier AI development facility, serving the medical industry, government sector, and AI landscape with the same rigor and reliability that has defined us since 1993.
Our Mission
"To architect the intelligence of tomorrow through rigorous engineering, transparent research, and systems that serve humanity."
We're not chasing hype. We're building the infrastructure that makes AI trustworthy, capable, and aligned with the organizations and people it serves.
What We Do
Core Focus Areas
Every engagement draws on our unique combination of AI research depth and enterprise engineering rigor.
AI Architecture & Engineering
We design complete intelligent systems from the ground up — from data pipeline architecture through model selection and fine-tuning, to production deployment with full observability. Every system we build is maintainable, scalable, and aligned with your organization's goals.
Mechanistic Interpretability
We reverse-engineer neural networks at the circuit level. Understanding what models learn, how they decide, and where they fail is essential for building AI that is safe, transparent, and trustworthy. This isn't surface-level explainability — it's deep science.
MCP Development
GVN is at the forefront of the Model Context Protocol — the emerging standard for how AI agents interact with the real world. We design and build MCP servers, tool integrations, and multi-agent orchestration systems that enable truly capable AI.
Research & Training
We conduct AI research in the open — live-streamed, documented, and shared with the community. We also provide specialized technical training for engineering teams looking to build production AI competency.
Our Approach
What Makes GVN Different
Signal Over Noise
We're a focused operation by design. No bureaucracy, no hand-offs to junior teams. Every project gets senior-level attention and deep engineering focus from start to deployment.
Radical Transparency
We live-stream our research and development. Our work is open, documented, and available for scrutiny. We believe transparency isn't just a value — it's how you build trustworthy AI.
Deep Engineering
We don't just wrap APIs and call it AI. We understand models from the circuit level up. This depth is what separates production-grade AI systems from prototypes.
Who We Serve
Industries & Sectors
Our technology serves the organizations and institutions that society depends on.
Healthcare & Medical
Healthcare organizations trust GVN to build and manage mission-critical applications. We develop and operate 988 Suicide & Crisis Lifeline systems for hospital networks — technology that supports frontline mental health professionals and the patients who reach out in their most vulnerable moments. We also custom integrate EHR systems and convert legacy data from NextGen and other platforms into modern FHIR engines. Our medical technology solutions are built for the reliability, compliance, and sensitivity that healthcare demands.
Government & Public Sector
Government entities at the local, state, and federal level depend on GVN for secure, compliant technology infrastructure. We engineer systems that meet stringent security requirements, accessibility standards, and the long-term reliability that public sector operations demand.
AI & Technology
For organizations building or integrating AI, we provide deep technical expertise — from model architecture and MCP integration to interpretability research. We help technology companies build AI systems that are not just powerful, but trustworthy and production-ready.
988 Crisis Lifeline
GVN builds and manages 988 Suicide & Crisis Lifeline applications for hospital networks. These systems connect people in crisis with trained counselors and route calls to the right local resources — 24/7, every day of the year.
When lives depend on technology working perfectly, organizations choose partners with proven reliability. That's what 30 years of engineering discipline delivers.
Ready to Work Together?
Whether you need AI engineering, research partnerships, or enterprise consulting — let's talk.