Sorry I'm so late to this, but you should definitely not build your own. I can't necessarily endorse Magento without knowing your team, but there are many platforms, both standalone and SaaS, that have years or decades of developer hours invested. If you contact me (philip at madeupname.com) I'd be happy to discuss your situation and see if I can make a suggestion.