Proof systems

Systems we built, own, and run.

Not demos. Not mockups. Live products used by real merchants and teams — built with the same operational methodology, data-first architecture, and AI integration discipline we apply for clients.

Each system starts from a real operational problem, not a feature list. The work shown here is maintained, iterated, and used to validate the approaches we recommend.

LiveEcommerce OperationsShopify AppCommerce IntelligenceMerchandising Automation

ShelfUp.app

Collection intelligence and merchandising automation for Shopify merchants. Stock depth signals, sales velocity scoring, and automated collection rules built around how ecommerce operations actually run.

  • Shopify Admin API integration with collection and product sync
  • Stock depth and velocity scoring that drives automated merchandising decisions
  • Collection rule logic managing product display, sorting, and availability

Built on the same ecommerce operations methodology Algorithems applies for clients: data first, rules explicit, automation incremental.

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Apply the methodology

Want the same approach applied to your operation?

The systems above came from the same process we run for every client engagement: workflow mapping, data architecture, AI integration, and incremental automation that builds operational compound value.

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