Frank Spillers
Free Lesson

When Agents Hand Back to Users: Service Design for AI Agents

30 min
Nov 10, 2026 12:00 PM

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What you'll learn

Design Human Oversight into AI Services

Set triggers you can defend if confidence drops, the action is high-risk, or the user is in distress.

Blueprint the handoff layer (Agent to Human)

Add what blueprints miss: context packet, owner, fails and metrics. Map how the case moves from agent to queue to staff.

Design for the employee who picks it up

Design what staff see first, can correct and can decide. Handoffs only work if the person receiving them can fix it.

Why this topic matters

63% of firms now require a human to check agent outputs, up from 22% last year (KPMG 2026) . Most agent design stops at the screen: confirm buttons, progress indicators, trust signals. Yes, but when an agent hands a case to a person, the hard problems are backstage. Who owns the case while it sits in a queue? What does the person receiving it see? This is a service design problem.

You'll learn from

Frank Spillers

Frank Spillers

Award-winning Design Leader with 25+ years (Nike, Microsoft, Gov UK, World Bank)

Previously at
Nike
Microsoft
THE WORLD BANK GROUP
Goverment UK
Capital One
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