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Case study · Retail & Merchandising

AbInBev: AI-Checked Outlet Visits Across 55,000 Stores

An outlet visit and audit app for AbInBev field teams, with AI image recognition that counts product on the shelf so managers don't have to check every photo.

55,000stores serviced
690users
1M+records processed every month

The project

The challenge

With hundreds of reps visiting tens of thousands of outlets, store visit photos pile up far faster than anyone can review them. Problems on the shelf go unnoticed if nobody has time to look.

What we built

We built an outlet visit app that guides reps through each visit and captures shelf photos. AI image recognition reads every photo and counts the product, and the results flow into an admin portal and dashboard reports, so managers can focus on the outlets that need attention.

What the App Does

  • AI image recognition. Every shelf photo is analysed and the product counted automatically.
  • Admin interface. Manage users, outlets and visit data from one web portal.
  • Dashboard reports. See coverage and shelf results across the whole country at a glance.

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