How to Setup Real-Time Voice AI on Dedicated Hardware (Step-by-Step)

Real-Time Voice AI requires bare-metal infrastructure to avoid the latency issues common in cloud platforms, where delays over 500 milliseconds disrupt human-like conversation. Simultaneously, Atlassian has updated Confluence Cloud by introducing a native page approval workflow. Previously unavailable for years and marked as Won't Fix, this feature entered open beta on 10 July 2026 for Premium and Enterprise users, finally addressing a long-standing community request for multi-tier document approval processes within the platform.