Shopify + LLM Agents for Commerce Ops
Connect language models to Shopify for support, catalog, and ops automation — with tools, data boundaries, and fail-closed defaults.
The Problem
Support and ops teams live in tickets, sheets, and admin panels. Off-the-shelf AI chat ignores inventory truth, order state, and brand voice. Wiring LLMs to Shopify without architecture creates refund risk and support debt.
Our Solution
We build production agent workflows on Shopify: customer-service tools, order lookups, catalog assists, and back-office automation. Stack patterns include Hydrogen/headless where performance matters, plus reliable integrations to ERPs, 3PLs, and CRM. You own the code and the data paths.
Bring the constraint. We map whether custom engineering is the right lever — and what proof looks like before you commit.