virtual-agent
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Virtual Agent or Chatbot? Make It Pass These Four Tests
The label is cheap. Four practical tests reveal whether support AI can act, remember, escalate and hand a human the full story.
85% of Your Customers Still Want a Human. Draw the Matrix.
The automate-everything camp and the automate-nothing camp are both wrong, and most teams have no framework for deciding. The fix isn't a philosophy — it's a matrix: volume against emotional stakes, frequency against how much context a resolution needs.
Five Levels of Autonomy That Sort the Bots From the Agents
Everyone in customer service says "agentic" and almost nobody defines it. Here is a five-level scale that separates a scripted bot from software that actually acts on your systems — and where the real products land.
Teaching an AI Agent When to Stop Trying
Most AI agent failures are not comprehension failures, they are escalation failures. The design question worth asking is what triggers a handoff, and what context travels with it.
Zoom and UJET Bet the Contact Center Belongs to AI Now
Two very different companies - a video giant and an AI-first upstart - are converging on the same idea: the future of customer service runs on agents that never sleep. Here is how the CCaaS race is reshaping who answers when you call.