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bops is an AI-powered retail execution engine helping CPG brands close the $1.2 trillion shelf availability gap.

For the past four years, bops has helped CPG brands improve on-shelf availability (OSA) and reduce lost sales at Walmart. The platform runs a closed loop built on live store, item, and retailer context. It detects and diagnoses out-of-stocks, orchestrates the fix, verifies recovered sales, and learns from every action across more than 40 retailer data feeds.

bops supports household-name CPG brands across their major retailers, including Nestlé, Mondelez, and Kraft Heinz.

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