Voice has very different latency and interaction requirements from email, while WhatsApp may need different escalation and conversation patterns. The shared knowledge and workflows can simplify maintenance, but the channel specific behavior still needs attention. The part I would watch most closely is the handoff. If a customer starts on WhatsApp, moves to email, and eventually reaches a human, the value of “one agent” really shows only if the context follows them throughout that journey.