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E-commerce / DTC

Where order changes create problems after fulfilment has already started.

We focus on the moment a customer request, storefront state and warehouse reality stop agreeing—and on the post-purchase exceptions that need a safe human decision.

The customer thinks the order can still change.The warehouse is already moving.The states disagree.
E-commerce fulfilment workspace with an order being packed for shipment
Order #10482
  1. 01StoreUnfulfilled
  2. 02Customer request“Please cancel this order.”
  3. 03WarehousePicking
  4. 04States disagreeSafe action unknown
Example workflowStore
Priority fulfilment and post-purchase problems

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Relevant Business Systems work

Related systems you can inspect.

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Live Product

Shopify AI Support Agent

Classifies a request, retrieves store-specific Shopify context, prepares a response, escalates exceptions and keeps the full ticket history visible to staff.

Human controlStore staff own escalations, policies, configuration and any exception that should not be resolved automatically.
Parent Aryaverse workProduction software across AI, product engineering and blockchain.

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Start with the workflow

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