Commerce Question Architect
AI-guided · governed output
Free commerce planning tool
Bring the business question. Leave with the evidence plan.
Enter your work email to use the Commerce Question Architect. It will turn one messy ecommerce question into the sources, definitions, validation checks, and first build required to answer it without guessing.
What you will get
A governed question
The decision, outcome, population, and cadence made explicit.
An evidence map
The systems, fields, access gaps, and joins the answer depends on.
A build brief
A practical 30-day path plus a PDF you can circulate internally.
No store or customer data is connected. The tool designs the path to an answer; it does not pretend it already found one.
From plan to production
Commerce Intelligence EngineThe architect maps the answer. The full offer builds the engine behind it.
I connect the evidence across Shopify, fulfillment, support, subscriptions, inventory, and finance; encode the definitions your team trusts; and launch the first recurring monitor against your real data.
What must change?
Which records prove it?
How is the answer governed?
Where does the team act?
Engine launch
$15K+
Fixed fee · 30–45 days
Scoped around the first high-value question and the evidence it actually requires.