Building Africa's AI compute backbone
Distributed GPU clusters in Southern Africa. A complete national AI infrastructure stack.
Not a cloud vendor demo
Rob led the design and deployment of Namibia's national AI infrastructure — a complete stack spanning LLMs, agent frameworks, and edge deployment — purpose-built for a developing nation's connectivity constraints and data sovereignty requirements.
This wasn't a cloud vendor demo. This was a real country, real infrastructure, real constraints. The project is now operational and expanding.
Problem → Approach → Results
01Problem
Namibia had no domestic AI compute capacity. All inference and training depended on international cloud providers — introducing latency, data sovereignty risks, and recurring costs that scaled with usage.
02Approach
Deployed a distributed GPU cluster across three sites with A.L.I.C.E. orchestrating workloads. Edge nodes handle local inference with intermittent-connectivity awareness. All data stays within national boundaries. Built on NemoClaw and OpenClaw for enterprise-grade reliability.
03Results
3 nodes live with 40+ TFLOPS capacity. Full data sovereignty — zero bytes leave the country. Operational and expanding, with the same orchestration patterns scaling down to single-developer deployments.
Built for real constraints
Connectivity-Aware Design
Edge nodes operate with intermittent connectivity. The system gracefully handles offline operation with local inference fallback and intelligent sync when connections resume.
Data Sovereignty
All processing happens within national boundaries. No data leaves the country. A.L.I.C.E. orchestrates workloads across the distributed infrastructure while respecting these constraints.
Scalable Foundation
Built on NemoClaw and OpenClaw for enterprise-grade reliability. The same orchestration patterns that work for national infrastructure scale down to single-developer deployments.
Interested in similar infrastructure?
I consult on AI infrastructure for governments and enterprises looking to build sovereign AI capabilities.