The Contact Center Gurus AI Readiness vs. AI Deployment: Why Getting the Order Wrong Costs Millions
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Mar 24, 2026 
Wayne Butterfield, founder of STX-AI with 15+ years guiding AI and automation programs. He talks about why buying AI is just the start. He explores post-deployment scaffolding, treating AI as a capability, design-versus-cost tradeoffs, agentic APIs replacing brittle GUI automation, and when industries should realistically adopt agentic AI.
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Digital Avatar Got Asked About Boyfriends
- Early digital avatars attracted off-topic questions like relationship status rather than solving customer issues.
- Wayne recalls the avatar at Creative Virtual getting asked if she had a boyfriend or was married, illustrating poor fit of tech then.
Design For Faster Resolution Not Just Cost
- Prioritise designing a better customer experience over pure cost savings when deploying conversational AI or IVR.
- Wayne timed a financial institution IVR at 4 minutes 50 seconds to show poor design steals customer time.
Turn Hold Time Into Work Time
- Use hold time proactively: gather information or attempt resolution while the caller waits instead of wasting that time.
- Wayne suggests the IVR should collect details to pass to the agent or self-serve while the caller is in queue.