Private AI8 min read
Sovereign AI in the UAE and the Gulf: what it means for your company
Sovereign AI in the UAE and the Gulf: what Stargate, HUMAIN and Gulf data laws mean for companies, and how on-premise AI keeps data under your control.
AI · Insights
AI insights
Sourced guides for teams running AI on their own hardware.
Latest guides
Private AI9 min read
Direct to chip vs immersion cooling: which suits your AI racks?
Direct to chip vs immersion cooling for GPU racks: rack density, energy, water, retrofit and upkeep compared, with a weighted tool to rank all four options.
Private AI8 min read
800G Ethernet vs InfiniBand: choosing an AI cluster fabric
800G Ethernet vs InfiniBand for AI clusters: speeds, loss handling, congestion control and leaf-spine sizing, with a tool that counts switches and links.
Private AI8 min read
GPU rack power density and cooling: from air to liquid
GPU rack power density and cooling explained: how to size rack kW and heat load, where air cooling stops, and when to move to rear-door or liquid cooling.
Private AI9 min read
On-premise AI vs cloud cost: where the breakeven sits
On-premise AI vs cloud cost, worked through: GPU-hour rates, hardware, power, PUE and UAE tariffs, and why utilisation sets the breakeven. With a calculator.
Private AI8 min read
Private AI and UAE data privacy: keeping sensitive data out of the cloud
Private AI and UAE data privacy: what the PDPL, DIFC, ADGM, health, banking and GDPR rules mean for AI use, and how on-premise AI helps support compliance.
Private AI9 min read
Private LLM hardware requirements: how much GPU do you need?
Private LLM hardware requirements explained: size GPU memory for model weights and KV cache, pick a precision, and match users to the right AI hardware bundle.
Convergence9 min read
Solar powered data center UAE guide: how far can solar and storage carry an AI load?
Solar powered data center UAE guide: how much of a 24/7 AI load solar and batteries can cover, based on hourly PVGIS data for Dubai, plus a scenario calculator.