Frank Spillers
Free Lesson

What good looks like: AI Service Design end-to-end

30 min
Oct 23, 2026 11:30 AM

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What you'll learn

Differentiate AI features, AI journeys and AI-first services

Learn why the level you design for decides where risk is amplified or mitigated.

How an AI UX Blueprint dictates AI<>human handoffs

Blueprints specify context priorities that must travel with AI interactions so users never repeat themselves.

How to draft a lightweight AI behavior flow stress-test it

Guardrail AI interactions against angry, vulnerable and confused users, before anything ships.

Why this topic matters

A chatbot isn’t a service. Most AI work gets designed at the interface, then breaks backstage: handoffs lose context, the AI is confidently wrong, and no one owns the recovery. User trust suffers. In 30 minutes I’ll design one real service end to end: AI feature vs AI-first service, the six things every handoff must carry, and how to stress-test AI behavior against the users who actually turn up. Design the failure before the happy path.

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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