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Problem- 90% of retailers use AI but far fewer can run it at scale (Retail Dive, 2026) - 61% of retail infrastructure leaders cite security and privacy as top edge challenges (Forrester / SUSE.
StoreEdge: Managed Edge AI Operations Platform for Retail Chains
Idea Overview
TLDR
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SolutionHandles device registration, health telemetry, model cache management, offline inference queuing, and OTA update receipt.
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Market opportunityWhy Now Three structural forces make StoreEdge's timing right in 2026: Force 1 — The retail AI hangover.