Decision Insights Coverage

In Aviz Podcast Ep. 21, investor Louis Toth says AI’s next wave is shaped at the edge and depends on networking to scale.

The blog says AI value shifts from hardware to data and models if infrastructure foundations stay reusable across hardware change cycles.

Aviz Networks’ vasn_tap copies Linux traffic, filters and truncates packets, then forwards locally or via userspace VXLAN/GRE.

The vendor blog warns that unmanaged agent builds will create “agent sprawl” and calls for governance, RBAC, and workflow reuse.

Network Copilot’s Dashboard Analytics consolidates users, connectors, queries, files, and storage metrics into one view with time-range filters.

AI-era infrastructure needs change before failure, the post argues, citing cost, operating model, and networking execution differences.