Guides
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On-Prem LLM vs API: What It Actually Costs to Run Your Own Model
A practical method for comparing self-hosted LLM inference with model APIs: the real cost drivers on each side, a break-even formula based on GPU throughput and utilization, a worked example, and a checklist for deciding.
Sovereign AI in the UAE: How Banks Can Deploy Private LLMs and Keep Data in the Country
What sovereign AI means for a UAE bank, why regulators and data rules push LLM workloads onshore, which open-weight models are worth testing, and a reference architecture for running a private LLM on in-country GPUs.