thomas.wieberneit@aheadcrm.co.nz
The vCon Reality Check: Moving Beyond Generative Hype to Actual Conversational Architecture

The vCon Reality Check: Moving Beyond Generative Hype to Actual Conversational Architecture

by | Apr 15, 2026 | Blog, CRMKonvos |

Welcome to Reality. Leave Your “AI Magic” at the Door. The AI hype train is moving at terminal velocity, but the tracks are missing. We have vendors pitching artificial general intelligence that will solve world peace, and executives panicking because they think a conversational wrapper around a large language model is a strategy. In the latest episode of CRMKonvos, Ralf sat down with Dan Miller, formerly of Opus Research to discuss something that actually matters: infrastructure. Specifically, we are talking about vCons, or Virtual Conversations. It is an IETF standard that threatens to finally bring architectural integrity to the chaotic mess we currently call conversational AI. TL;DR If you want to watch the full CRMKonvo, please go ahead here (optimized for smartphones) or here (optimized for tablets/computers). Else, be my guest and continue to read. Or do both … The “PDF Problem”: Why Your Call Recordings Are Useless For decades, the contact center has relied on the clunky mechanics of Automatic Call Distributors, green screen terminals, and audio recordings. As Dan rightly points out, a traditional call recording is essentially the conversational equivalent of a PDF. You get a static document or an audio file that you cannot easily manipulate, query, or extract meaningful context from. It captures one part of the conversation at a specific point in time, freezes it, and historically required overnight batch processing just to transcribe it for basic analytics. These days, we have swarms of AI agents acting on our behalf, yet the enterprise plumbing remains grossly neglected. You are trying to deliver a data stream simultaneously with historical information about that stream to...