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ShopTalk 2026: Experience with the «Startup» Package

ShopTalk 2026: Experience with the «Startup» Package

Some impressions from Shoptalk Europe in Barcelona this July — a major retail industry trade show where we (the founders) exhibited with our project, Smart Shelf AI. Sharing this in case it helps someone decide on next year's event or the fall edition in the US.

Building reliable IoT firmware

Building reliable IoT firmware

Lessons from the field on watchdogs, OTA updates and resilient sensors.

The future of autonomous shelves

A look at where self-monitoring retail fixtures are heading next.

Retail inventory without manual counting

Autonomous shelves track stock changes as customers pick items up.

Deploying computer vision on the edge

How we run real-time product recognition without sending every frame to the cloud.

Why we chose weight + vision fusion

Combining load cells with a camera gives us the accuracy we could not get from either sensor alone.

What we learned moving from Arduino to FreeRTOS

A few hard-earned notes on sensors, camera warm-up and reliable flashing on the AMB82-mini.

Smart Shelf AI blog is live

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Smart Shelf AI blog is live

We are starting a dedicated space for product updates, field notes and customer stories.