For a client project, I begin with an audit of the Shopify store, Odoo setup, existing integrations and operational requirements. The right solution may be an Odoo module, a custom Shopify app or middleware connected to both systems. I recommend the architecture after understanding which system owns each part of the data and how the business needs it to move.