This episode was recorded live from the Ai4 conference podcast pavilion, where host Mac Goswami sat down with Rafi Khardalian — CEO & co-founder of Actualyze AI, and a former technology leader at Cisco who helped build its container and Kubernetes platforms — about the governance, security, and orchestration layer most enterprises are missing.

What's Covered:

The Foundation for Enterprise AI — Rafi lays out why a patchwork of point solutions doesn't cut it, and how Actualyze unifies governance and security across every model and provider — at the inference level.

The "Shadow AI" Problem — Employees signing up for AI tools on their own, with no governance, no visibility, no controls. Why fragmentation is a company-wide risk, not a per-team one.

One Endpoint to Gover ...