Managing AI infrastructure at scale is no small feat. With networks spanning thousands of devices across multiple distinct fabrics, manual configuration simply isn’t sustainable.

In my latest article, I explore how intent-based management is transforming open networking for AI deployments. Rather than configuring switches one by one, teams can now define desired network states and let automation handle the rest.

I take a deep dive into Aviz ONES (Open Networking Enterprise Suite) and how it’s addressing the unique challenges of AI networking with:

✅ Intent-based YAML configuration

✅ Comprehensive validation and operational checks

✅ Configuration drift detection

✅ End-to-end monitoring across switches, ASICs, NICs, and GPUs

While there are still improvements to be made—particularly around YAML dependency and security practices—the shift toward intent-based management represents a critical evolution for organizations building AI infrastructure at scale.

Is your organization struggling with network management complexity? What tools have you found effective? Let’s discuss in the comments!

#OpenNetworking #AI #NetworkAutomation #SONiC #CumulusLinux #IntentBasedNetworking #DataCenter #AIIFD2