Field notes

Useful thinking for careful ecommerce automation.

Practical guides for support leads, operators, and builders who want automation to be grounded in the work it actually has to do.

Operations guide8 min read

How to Automate Where Is My Order? Emails for Shopify

A practical framework for delivery answers with live order context, clear boundaries, and human review.

Support systems7 min read

Why a human approval step can make ecommerce support automation safer, clearer, and easier to improve.

Knowledge design9 min read

A grounded approach to product questions using merchant knowledge, explicit sources, and safe fallback behavior.

Workflow design8 min read

How to connect ecommerce order context with a Gmail drafting workflow while keeping the merchant in control.

Merchant playbook10 min read

A merchant-friendly method for turning product know-how into support-ready knowledge an AI assistant can safely use.