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Sian Duckworth
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Tesco

Scan Assist

Redesigning a self-checkout experience to help reduce loss while keeping the customer journey intuitive.

My role
UX Designer
Timeline
12 weeks
Team
Product · Engineering · Data · Research · Business
Discipline
UX Strategy · Interaction Design · Prototyping

The problem

Loss prevention interventions were interrupting honest customers and slowing colleagues down.

The approach

Mapped the end-to-end checkout journey, then designed interventions that stay quiet until they need to be loud.

The outcome

A calmer checkout for customers and clearer, faster decisions for colleagues on the shop floor.

01

Overview

Self-checkout carries two competing goals: let honest customers leave quickly, and protect the business from loss. Scan Assist sits exactly in that tension.

  • Context
  • Scope
  • Constraints

02

The Challenge

Interventions were designed for the business, not the person standing at the till. Customers felt accused, colleagues felt like referees.

"I just want to pay and leave. I don't want to feel like I've done something wrong."

Customer, in-store research

03

Discovery

Research, stakeholder insights, data and a hard look at the existing experience.

04

Key Insights

  • Insight 01

    Silence beats certainty

    Low-confidence prompts eroded trust faster than they prevented loss.

  • Insight 02

    Colleagues are the interface

    Most resolution happened in conversation, not on screen.

  • Insight 03

    Timing is the design

    The same message landed very differently before vs after payment.

05

Opportunity

What did the research tell us? Frame the opportunity as a design brief, not a feature list.

06

Ideation

Sketches, concepts, workshops and explorations.

07

Design

Wireframes, user flows, interaction design and high-fidelity screens.

08

Iteration

How the design changed once real people got their hands on it.

Before
After

09

Outcome

Measurable results where available, plainly stated.

  • −00%

    Unnecessary interventions

  • 00s

    Faster colleague resolution

  • 00

    Stores in pilot

10

What I Learned

Keep this personal and honest — what you'd do differently, and what stuck with you.

11

Next Steps

  • Explore next

    Add what you'd investigate with more time.

  • Improve next

    Add what you'd refine or measure further.

Next case study

TescoCentral Europe

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