Shelfforce

Resources

Notes, releases,
and what we're learning

Field stories, product updates, and guides for teams turning shelf photos into structured data.

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  • May 1, 2026
    May 1, 2026

    How to Manage FMCG Field Sales Teams: A Practical Guide to Retail Execution

    Field executionRead
  • Apr 24, 2026
    Apr 24, 2026

    How FMCG Companies Are Using AI to Transform Retail Execution

    Retail AIRead
  • Apr 17, 2026
    Apr 17, 2026

    Retail Data Collection and Shelf Intelligence: How FMCG Brands Capture What's Happening In Store

    Shelf intelligenceRead
  • Apr 10, 2026
    Apr 10, 2026

    Pricing, Distribution and Compliance: How FMCG Brands Get Real Visibility Across Their Retail Network

    Pricing & complianceRead
  • Apr 3, 2026
    Apr 3, 2026

    Retail Execution in Traditional Trade: How FMCG Brands Manage Fragmented Markets Across Asia and the Pacific

    Traditional tradeRead
  • Mar 27, 2026
    Mar 27, 2026

    AI Shelf Recognition in Emerging Markets: Can Computer Vision Really Work in Traditional Trade?

    Computer visionRead
  • Mar 20, 2026
    Mar 20, 2026

    Retail Execution in Low-Connectivity Markets: How FMCG Field Teams Work Where the Network Doesn't

    Offline-firstRead
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