Scaling Startups

Building AI Beyond the Data Center

35 min
Armada
Dan Wright

Dan Wright

Founder and CEO

Dan Wright

What happens beyond the reliable reach of the cloud is becoming one of the defining challenges of the AI era. In this session, Armada’s Founder & CEO Dan Wright joins Steve Bowsher with introductory remarks from Ernestine Fu Mak.

From oil rigs and mines to naval ships and disaster zones, Dan explains how Armada is building modular AI data centers that bring real-time compute to the world’s most remote and mission-critical environments. The conversation explores the rise of sovereign AI, the shift from centralized hyperscale infrastructure to edge computing, and why autonomy, cybersecurity, and energy resilience are reshaping the future of AI deployment.

Key Takeaways

  • 70% of the World Lacks AI Infrastructure

    Most of the world's data is now generated at the edge—on oil rigs, military bases, and remote sites—yet the vast majority of the world has no data center access.

  • Sovereign AI Is the New Imperative

    Governments and large enterprises increasingly demand that data never leave their sites. True autonomy—whether on an oil rig or a forward military base—requires infrastructure deployed behind the firewall, air-gapped and locally controlled.

  • Selling to the Government Requires Full Commitment

    Winning government contracts demands dedicated investment in clearances, certifications, lobbyists, and appropriations expertise from day one. Companies that treat public sector sales as a side effort almost always fail.

  • Hyperscalers Are Partners, Not Competitors

    Rather than competing with Microsoft, Google, and AWS, Armada aims to become their edge deployment partner—extending their services to environments they have repeatedly failed to reach on their own.

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