Lab Alley
Nine years running commerce that standard e-commerce cannot do.
Selling regulated chemicals online means pricing, shipping and compliance rules no off-the-shelf store supports — and shipping costs nobody could account for.
Home/Case Studies/Premium watch brand, US
Shopify runs the storefront. It does not run the parts of the business that sit either side of it.
Sector
Premium watch retail · Commerce operations & privacy engineering
Technologies
Services involved
A premium watch brand's US business sells through a Shopify storefront, but the storefront does not handle warranty registration, store-locator data, merchandising control, or the flat-file order and inventory exchange the warehouse system expects. That gap was being filled by an ageing internal tool, and every order had to be screened before release, because an order pushed to fulfilment cannot be recalled.
A wide, event-driven integration surface: eleven storefront webhook topics, both REST and GraphQL APIs, an FTP drop for inbound inventory and outbound order files, and a marketing platform to keep in step. The earlier system also mirrored a large amount of order data locally — full shipping and billing addresses, line items, payment method — meaning the admin tool held a growing store of customer personal data it did not need, and the order webhooks accepted unauthenticated requests.
| What changed | Before | After |
|---|---|---|
| Customer data held in the admin database | Full addresses, names, line items, SKU, price and payment method mirrored locally, plus a standalone customer table | Seven columns per order; all detail fetched live at the moment it is used, customer table removed |
| Webhook authentication | Order and refund endpoints accepted unauthenticated requests | Constant-time signature verification on every topic, rejecting unsigned requests with a logged reason |
| Visibility over releases | No per-attempt record of whether an alert or a warehouse file actually went out | Append-only event log with status, attempt count and error, and a retry that re-runs the original side effect |
In active development and production use. We run the catalogue sync, the order screening pipeline and its alerting, the warehouse file exchange, the credential vault and key rotation, and the admin platform itself.
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