On-premise AI inference is on the rise. Can Australian enterprises make it work?

Australian enterprises want to run AI inference on-premise - but the infrastructure must deliver. According to Uptime Institute, the key is sustained hardware utilisation above 65%, yet most organisations fall short. Model choice, cooling demands, and data sovereignty add further complexity.

The good news? Smaller inference models can run in existing facilities with minimal upgrades. For those ready to scale, modular solutions - from compact edge units to full-scale prefabricated data centres - offer a clear path forward, including locally manufactured options with flexible equipment choices and comprehensive service support.

On-premise AI isn't just possible - it's a strategic advantage.