CommerceTools
Shopify
Speed to market and operational simplicity are prioritised over architectural purity, and the business wants to minimise internal development burden.
The business model requires extreme logic flexibility, such as complex B2B hierarchies, approval workflows, or multi-layered pricing logic, and the business has a mature delivery team.
Key risk: Assuming Shopify can function as a master inventory or finance system causes reconciliation issues and breaks month-end close processes. It acts as a system of engagement, not a system of record.