The challenge
Customer-service and growth teams needed useful information even when a fulfilment portal did not expose an API and routine research or campaign tasks were time-consuming.
The response
Develop Shopify Plus apps, AI-assisted customer-service workflows that check a 3PL portal without an exposed API, faster market-research processes, and automated campaign workflows.
The outcome
Practical operational information for customer-service and growth teams, without claiming proprietary models, real-time integrations, or outcomes that have not been approved for release.