AI infrastructure benefits and challenges for enterprise deployment

Enterprises using Generative AI are choosing private AI environments for control, customization, and data sovereignty. This IDC Spotlight highlights benefits like competitive advantages, cost savings, and regulatory compliance.

Implementing private AI requires changes to datacenter infrastructure:

• Performance-intensive computing with specialized GPUs
• High-density racks (up to 50kW vs. typical 7-10kW)
• Advanced cooling, especially liquid cooling
• Modular designs for scalability
• Strategic equipment placement
• Sustainable power management

Organizations face design and implementation challenges needing expertise. Explore this Analyst Report to see how private AI infrastructure fuels innovation.