Field studies

Patterns we've seen
enough to name.

Composite accounts of the operational problems we keep finding inside serious e-commerce businesses. Each Field Study describes a pattern, why it persists, and the shape of a real fix.

Field Study 01

The post-purchase gap

Most Shopify stores are built carefully up to checkout. What happens after is a wilderness of half-integrated tools, manual handoffs, and small failures that scale linearly with revenue.

Read the study →

Pattern
Post-purchase chaos
Common stack
Shopify, Shopify Plus, ShipStation, 3PL connectors
Published
April 2026

New Field Studies published roughly monthly. Each describes a pattern we've seen across multiple engagements — drawn from real work, presented as a composite to protect client confidentiality.