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Bringing AI in at SumUp

Trace duplicate tickets while dinner service keeps moving

You’re the software engineer. Your team is in the room. Printed Oct 15, 2026.

Duplicate kitchen tickets force a choice between fast investigation and evidence engineers can trust.

Restaurant service needs a quick answer, while order and printer evidence must remain reviewable before a fix reaches live devices.

Who you’d be doing this for

“The kitchen made the same table’s order twice, and I had to explain it while the queue kept growing.”

Bilal Aydin · Restaurant Owner

Runs a multi-station restaurant using tablets and kitchen printers during peak service.

What is at stake

Duplicate kitchen tickets appear after orders move between devices, even when payment appears once. You must decide which evidence AI can assemble and where engineers must verify the cause.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • faster triage vs. engineer-verifiable evidence
  • restaurant continuity vs. investigation depth
  • automated context assembly vs. human cause confirmation
  • shared-order complexity vs. maintainable operations

Why SumUp

Point-of-sale ordering connects shared orders, tablets and printer integrations during live restaurant service.

Written with these in mind

Forward deployed engineerAI systems engineerReliability-minded solutions architect

Not your kind of problem? 24 more at SumUp, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.

Trace duplicate tickets while dinner service keeps moving — a live brief for SumUp