LTO Lab

Small
Coffee Shops · Coffee shops, chains running seasonal menus

Plan and MEASURE seasonal drinks: which LTO earned, which cannibalized the core — find the repeatable winners.

Coding Ideas

Built in this build

  • LTO card (recipe, cost, price, dates)
  • Daily unit tracking
  • Margin and cannibalization view
  • Season calendar with past performance
  • Launch checklist
  • Post-mortem summary per LTO
  • Next-season lineup suggestions from your history
  • Performance report at season end
  • Profit and repeat-worthiness per LTO

Vision (needs external services)

  • CSV export

The build delivers the entire scope above as one coherent application. Items in the vision column require real external services (payments, messaging, integrations) and are not part of this version.

Customer features

  • LTO card (recipe, cost, price, dates)
  • Daily unit tracking
  • Margin and cannibalization view

Admin modules

  • Season calendar with past performance
  • Launch checklist

AI capabilities

  • Post-mortem summary per LTO
  • Next-season lineup suggestions from your history

Automations

  • Performance report at season end

Analytics & reports

  • Profit and repeat-worthiness per LTO

Integrations

  • CSV export

Mobile

  • Daily unit entry from a phone

Roles & permissions

  • Owner
  • Manager

Coffee Shops

Describe what your business needs — DevAny does the rest

Define it, build it, run it — and take it anywhere.