© 2026 Hashnode
Building Production-Ready AI Voice Implementations for Scalable Conversations TL;DR Most AI voice implementations fail at scale when PII leaks through transcripts or latency spikes during concurrent calls. Build a production system using vapi for con...

Last year, a SaaS company I advised ignored their support tickets for too long. Not individual tickets—they responded to those. They ignored patterns in the tickets. Over three months, 47 customers mentioned the same frustrating bug in their feedback...
