AirSwipe Insights

Private AI Architecture

Articles on Private AI Architecture for enterprise technology leaders from AirSwipe Global, organisers of Enterprise Private AI UAE 2027 in Dubai.

2 articles in this topic · Written for CTOs, CIOs, CISOs and AI leaders · Updated regularly ahead of Enterprise Private AI UAE 2027 in Dubai (17–18 March 2027).

Private AI Architecture

Cloud vs On-Prem vs Edge: Where Should Enterprise LLMs Run?

Enterprise LLMs belong wherever data sensitivity, latency and utilisation point, which is rarely one place. This guide compares cloud, on-prem and edge, and gives a four-step framework for placing each workload.

Featured event · Dubai

Enterprise Private AI UAE 2027: Cloud, On-Prem & Edge Architecture

How Enterprises Can Scale LLMs Without Compromising Data Control, Security, Performance, and ROI

  • Dates17–18 March 2027
  • VenueDubai, UAE
  • FormatIn-person technical forum
  • AudienceEnterprise AI, Security & Architecture Leaders
  • Room size150–200 curated delegates
Private & sovereign AICloud, on-prem & edgeZero Trust for LLMsData control & residencyGPU economics & inferenceAI ROI at scale

Speakers and leaders from

  • Microsoft
  • Capgemini
  • Western Union
  • OSHO International
  • NetCom Learning
  • Fractal Analytics
  • Infosys
  • Accenture
  • KPMG
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