The virtual agent category is undergoing a fundamental architectural shift away from deflection-focused automation toward orchestration-first systems that treat AI as a decision-making entity rather than a decision-tree executor. Diabolocom's positioning exemplifies this evolution: rather than routing calls based on predetermined logic, orchestration-capable agents autonomously pursue resolution goals whilst maintaining seamless integration with existing CRM, ERP, and ticketing infrastructure. This distinction matters operationally because it reframes what "success" means—deflection metrics become secondary to first-contact resolution quality and structured handoff integrity. The implication for teams already invested in legacy bot deployments is stark: your current virtual agents may be creating more work downstream by passing raw transcripts and incomplete context to human agents, rather than extracting intent, flagging edge cases, and populating custom data fields that enable genuine continuity.
The architectural advantage compounds when vendors control both the AI layer and underlying telephony infrastructure. Diabolocom's 20+ years of end-to-end ownership means latency optimisation happens at the systems level rather than through third-party API wrapping—a technical reality that translates directly into customer experience metrics that matter: faster agent responses, fewer dropped calls, and reduced cognitive load on human teams. For CX leaders evaluating virtual agent platforms, the question becomes whether your current vendor's orchestration capabilities are genuinely integrated or merely bolted onto legacy infrastructure. This distinction will determine whether your team spends the next two years optimising deflection rates or actually reducing contact volume through intelligent resolution.
The operational accessibility of these platforms—configurable by non-technical teams without sacrificing depth for power users—removes a traditional barrier to adoption. However, this democratisation creates a new risk: teams may deploy orchestration-capable agents without the operational discipline required to extract their full value. The real challenge, as other recent analysis suggests, begins after deployment, when organisations must redesign workflows, retrain agents to work alongside autonomous systems, and establish governance around what the AI is permitted to resolve independently versus escalate.
Host Rhys Fisher, Associate Editor at CX Today, sits down with Tom Azernour, AI Product Manager at Diabolocom, to unpack why the virtual agent category is long overdue for a rethink. As contact centers move beyond legacy voice bots into the agentic era, Tom explains what “orchestration-first&#